Statistical Acquisition of Terminology Dictionary. - Xuanjing Huang 001; Lide Wu; Wang Wen-xin (VLC, 1997)

FDU at TREC-9: CLIR, Filtering and QA Tasks. - Lide Wu; Xuanjing Huang 001; Yikun Guo; Bingwei Liu; Yuejie Zhang (TREC, 2000)

Language Independent Text Categorization. - Xuanjing Huang 001; Lide Wu; Guowei Xu; Hiroyuli Ishizaki (NLPRS, 2001)

FDU at TREC-10: Filtering, QA, Web and Video Tasks. - Lide Wu; Xuanjing Huang 001; Junyu Niu; Yikun Guo; Yingju Xia; Zhe Feng 001 (TREC, 2001)

FDU at TREC 2002: Filtering, Q&A, Web and Video Tasks. - Lide Wu; Xuanjing Huang 001; Junyu Niu; Yingju Xia; Zhe Feng 001; Yaqian Zhou 001 (TREC, 2002)

FDUQA on TREC2003 QA task. - Lide Wu; Xuanjing Huang 001; Yaqian Zhou 001; Yongping Du; Lan You (TREC, 2003)

Hot-Spot Passage Retrieval in Question Answering. - Jian Huang; Xuanjing Huang 001; Lide Wu (ICADL, 2004)

A Novel Pattern Learning Method for Open Domain Question Answering. - Yongping Du; Xuanjing Huang 001; Xin Li; Lide Wu (IJCNLP, 2004)

BBS Based Hot Topic Retrieval Using Back-Propagation Neural Network. - Lan You; Yongping Du; Jiayin Ge; Xuanjing Huang 001; Lide Wu (IJCNLP, 2004)

Exploring Various Features to Optimize Hot Topic Retrieval on WEB. - Lan You; Xuanjing Huang 001; Lide Wu; Hao Yu 005; Jun Wang; Fumihito Nishino (ISNN (1), 2004)

FDUQA on TREC 2004 QA Track. - Lide Wu; Xuanjing Huang 001; Lan You; Zhushuo Zhang; Xin Li; Yaqian Zhou 001 (TREC, 2004)

An Intelligent Platform for Information Retrieval. - Fang Li; Xuanjing Huang 001 (Cognitive Systems, 2005)

Question Classification using Multiple Classifiers. - Xin Li; Xuanjing Huang 001; Lide Wu (ALR/ALRN@IJCNLP, 2005)

Answering Definition Questions Using Web Knowledge Bases. - Zhushuo Zhang; Yaqian Zhou 001; Xuanjing Huang 001; Lide Wu (IJCNLP, 2005)

The Use of Metadata, Web-derived Answer Patterns and Passage Context to Improve Reading Comprehension Performance. - Yongping Du; Helen Meng; Xuanjing Huang 001; Lide Wu (HLT/EMNLP, 2005)

WIM at TREC 2005. - Junyu Niu; Lin Sun; Luqun Lou; Fang Deng; Chen Lin 001; Haiqing Zheng; Xuanjing Huang 001 (TREC, 2005)

FDUQA on TREC 2005 QA Track. - Lide Wu; Xuanjing Huang 001; Yaqian Zhou 001; Zhushuo Zhang; Fen Lin (TREC, 2005)

Mining the Relation between Sentiment Expression and Target Using Dependency of Words. - Zhongchao Fei; Xuanjing Huang 001; Lide Wu (PACLIC, 2006)

FDUQA on TREC 2006 QA Track. - Yaqian Zhou 001; Xiaofeng Yuan; Junkuo Cao; Xuanjing Huang 001; Lide Wu (TREC, 2006)

From Web Directories to Ontologies: Natural Language Processing Challenges. - Ilya Zaihrayeu; Lei Sun; Fausto Giunchiglia; Wei Pan; Qi Ju; Mingmin Chi; Xuanjing Huang 001 (ISWC/ASWC, 2007)

FDUQA on TREC 2007 QA Track. - Xipeng Qiu; Bo Li; Chao Shen; Lide Wu; Xuanjing Huang 001; Yaqian Zhou 001 (TREC, 2007)

FDU at TREC 2007: Opinion Retrieval of Blog Track. - Qi Zhang 001; Bingqing Wang; Lide Wu; Xuanjing Huang 001 (TREC, 2007)

Using Multiple Combined Ranker for Answering Definitional Questions. - Junkuo Cao; Lide Wu; Xuanjing Huang 001; Yaqian Zhou 001; Fei Liu 004 (AIRS, 2008)

Domain Adaptation for Conditional Random Fields. - Qi Zhang 001; Xipeng Qiu; Xuanjing Huang 001; Lide Wu (AIRS, 2008)

Graph Mutual Reinforcement Based Bootstrapping. - Qi Zhang 001; Yaqian Zhou 001; Xuanjing Huang 001; Lide Wu (AIRS, 2008)

Answering Definition Question: Ranking for Top-k. - Chao Shen; Xipeng Qiu; Xuanjing Huang 001; Lide Wu (ECAI, 2008)

Answering definitional question by dependency-based knowledge. - Junkuo Cao; Xuanjing Huang 001 (NLPKE, 2008)

Automatic identification of non-anaphoric anaphora in spoken dialog. - Zhongchao Fei; Xuanjing Huang 001; Fuliang Weng (NLPKE, 2008)

Sentiment Classification Using Supervised and Semi-Supervised Conditional Maximum Entropy Modeling. - Qi Zhang 001; Xuanjing Huang 001; Lide Wu (Int. J. Comput. Process. Orient. Lang., 2008)

Hierarchical Multi-Label Text Categorization with Global Margin Maximization. - Xipeng Qiu; Wenjun Gao; Xuanjing Huang 001 (ACL/IJCNLP (2), 2009)

A unified relevance model for opinion retrieval. - Xuanjing Huang 001; W. Bruce Croft (CIKM, 2009)

Phrase Dependency Parsing for Opinion Mining. - Yuanbin Wu; Qi Zhang 001; Xuanjing Huang 001; Lide Wu (EMNLP, 2009)

Sparse higher order conditional random fields for improved sequence labeling. - Xian Qian; Xiaoqian Jiang; Qi Zhang 001; Xuanjing Huang 001; Lide Wu (ICML, 2009)

Hierarchical Ensemble Support Cluster Machine. - Mingmin Chi; Youdong Miao; Youze Tang; Jón Atli Benediktsson; Xuanjing Huang 001 (MCS, 2009)

Template-independent wrapper for web forums. - Qi Zhang 001; Yang Shi; Xuanjing Huang 001; Lide Wu (SIGIR, 2009)

Mining product reviews based on shallow dependency parsing. - Qi Zhang 001; Yuanbin Wu; Tao Li 001; Mitsunori Ogihara; Joseph Johnson; Xuanjing Huang 001 (SIGIR, 2009)

Relevance Feedback Based on Constrained Clustering: FDU at TREC 09. - Bingqing Wang; Xuanjing Huang 001 (TREC, 2009)

Using query expansion in graph-based approach for query-focused multi-document summarization. - Lin Zhao; Lide Wu; Xuanjing Huang 001 (Inf. Process. Manag., 2009)

Adaptive Chinese Word Segmentation with Online Passive-Aggressive Algorithm. - Wenjun Gao; Xipeng Qiu; Xuanjing Huang 001 (CIPS-SIGHAN, 2010)

Triplet-Based Chinese Word Sense Induction. - Zhao Liu; Xipeng Qiu; Xuanjing Huang 001 (CIPS-SIGHAN, 2010)

Mining Uncertain Sentences with Multiple Instance Learning. - Feng Ji; Xipeng Qiu; Xuanjing Huang 001 (ADMA (1), 2010)

Pseudo-Relevance Feedback Based on mRMR Criteria. - Yuanbin Wu; Qi Zhang 001; Yaqian Zhou 001; Xuanjing Huang 001 (AIRS, 2010)

2D Trie for Fast Parsing. - Xian Qian; Qi Zhang 001; Xuanjing Huang 001; Lide Wu (COLING, 2010)

Detecting Hedge Cues and their Scopes with Average Perceptron. - Feng Ji; Xipeng Qiu; Xuanjing Huang 001 (CoNLL Shared Task, 2010)

Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks. - Xian Qian; Qi Zhang 001; Yaqian Zhou 001; Xuanjing Huang 001; Lide Wu (EMNLP, 2010)

Bagging to find better expansion words. - Bingqing Wang; Yaqian Zhou 001; Xipeng Qiu; Qi Zhang 001; Xuanjing Huang 001 (NLPKE, 2010)

Efficient partial-duplicate detection based on sequence matching. - Qi Zhang 001; Yue Zhang 004; Haomin Yu; Xuanjing Huang 001 (SIGIR, 2010)

Selective recrawling for object-level vertical search. - Yaqian Zhou 001; Mengjing Jiang; Qi Zhang 001; Xuanjing Huang 001; Lide Wu (WWW, 2010)

Hierarchical Text Classification with Latent Concepts. - Xipeng Qiu; Xuanjing Huang 001; Zhao Liu; Jinlong Zhou (ACL (2), 2011)

Learning to Extract Coherent Keyphrases from Online News. - Zhuoye Ding; Qi Zhang 001; Xuanjing Huang 001 (AIRS, 2011)

Labelwise Margin Maximization for Sequence Labeling. - Wenjun Gao; Xipeng Qiu; Xuanjing Huang 001 (CICLing (1), 2011)

Question Answering for Machine Reading with Lexical Chain. - Ling Cao; Xipeng Qiu; Xuanjing Huang 001 (CLEF (Notebook Papers/Labs/Workshop), 2011)

Structural Opinion Mining for Graph-based Sentiment Representation. - Yuanbin Wu; Qi Zhang 001; Xuanjing Huang 001; Lide Wu (EMNLP, 2011)

Keyphrase Extraction from Online News Using Binary Integer Programming. - Zhuoye Ding; Qi Zhang 001; Xuanjing Huang 001 (IJCNLP, 2011)

Efficient Near-Duplicate Detection for Q&A Forum. - Yan Wu; Qi Zhang 001; Xuanjing Huang 001 (IJCNLP, 2011)

A Fast Accurate Two-stage Training Algorithm for L1-regularized CRFs with Heuristic Line Search Strategy. - Jinlong Zhou; Xipeng Qiu; Xuanjing Huang 001 (IJCNLP, 2011)

Learning the weight of the query term from the relevance feedback. - Bingqing Wang; Yaqian Zhou 001; Qi Zhang 001; Xuanjing Huang 001 (NLPKE, 2011)

FudanNLP at RITE 2011: a Shallow Semantic Approach to Textual Entailment. - Ling Cao; Xipeng Qiu; Xuanjing Huang 001 (NTCIR, 2011)

An Effective Feature Selection Method for Text Categorization. - Xipeng Qiu; Jinlong Zhou; Xuanjing Huang 001 (PAKDD (1), 2011)

Microblog Track 2011 of FDU. - Bingqing Wang; Xuanjing Huang 001 (TREC, 2011)

Opinion Mining with Sentiment Graph. - Qi Zhang 001; Yuanbin Wu; Yan Wu; Xuanjing Huang 001 (Web Intelligence, 2011)

Discovering logical knowledge for deep question answering. - Zhao Liu; Xipeng Qiu; Ling Cao; Xuanjing Huang 001 (CIKM, 2012)

Selecting expansion terms as a set via integer linear programming. - Qi Zhang 001; Yan Wu; Xuanjing Huang 001 (CIKM, 2012)

Automatic Hashtag Recommendation for Microblogs using Topic-Specific Translation Model. - Zhuoye Ding; Qi Zhang 001; Xuanjing Huang 001 (COLING (Posters), 2012)

Joint Segmentation and Tagging with Coupled Sequences Labeling. - Xipeng Qiu; Feng Ji; Jiayi Zhao; Xuanjing Huang 001 (COLING (Posters), 2012)

Part-of-Speech Tagging for Chinese-English Mixed Texts with Dynamic Features. - Jiayi Zhao; Xipeng Qiu; Shu Zhang; Feng Ji; Xuanjing Huang 001 (EMNLP-CoNLL, 2012)

Learning hash codes for efficient content reuse detection. - Qi Zhang 001; Yan Wu; Zhuoye Ding; Xuanjing Huang 001 (SIGIR, 2012)

Recognizing Inference in Texts with Markov Logic Networks. - Xipeng Qiu; Ling Cao; Zhao Liu; Xuanjing Huang 001 (ACM Trans. Asian Lang. Inf. Process., 2012)

Latent Semantic Tensor Indexing for Community-based Question Answering. - Xipeng Qiu; Le Tian 003; Xuanjing Huang 001 (ACL (2), 2013)

FudanNLP: A Toolkit for Chinese Natural Language Processing. - Xipeng Qiu; Qi Zhang 001; Xuanjing Huang 001 (ACL (Conference System Demonstrations), 2013)

Map search via a factor graph model. - Qi Zhang 001; Jihua Kang; Yeyun Gong; Huan Chen; Yaqian Zhou 001; Xuanjing Huang 001 (CIKM, 2013)

A pattern-based selective recrawling approach for object-level vertical search. - Yaqian Zhou 001; Qi Zhang 001; Xuanjing Huang 001; Lide Wu (CIKM, 2013)

Chinese Word Segmentation with Character Abstraction. - Le Tian 003; Xipeng Qiu; Xuanjing Huang 001 (CCL, 2013)

Online Distributed Passive-Aggressive Algorithm for Structured Learning. - Jiayi Zhao; Xipeng Qiu; Zhao Liu; Xuanjing Huang 001 (CCL, 2013)

Joint Chinese Word Segmentation and POS Tagging on Heterogeneous Annotated Corpora with Multiple Task Learning. - Xipeng Qiu; Jiayi Zhao; Xuanjing Huang 001 (EMNLP, 2013)

Discourse Level Explanatory Relation Extraction from Product Reviews Using First-Order Logic. - Qi Zhang 001; Jin Qian; Huan Chen; Jihua Kang; Xuanjing Huang 001 (EMNLP, 2013)

Feature Abstraction for Lightweight and Accurate Chinese Word Segmentation. - Le Tian 003; Xipeng Qiu; Xuanjing Huang 001 (IALP, 2013)

A Unified Model for Joint Chinese Word Segmentation and POS Tagging with Heterogeneous Annotation Corpora. - Jiayi Zhao; Xipeng Qiu; Xuanjing Huang 001 (IALP, 2013)

Question identification in Chinese micro-texts. - Le Tian 003; Xipeng Qiu; Xuanjing Huang 001 (ICMLC, 2013)

Learning Topical Translation Model for Microblog Hashtag Suggestion. - Zhuoye Ding; Xipeng Qiu; Qi Zhang 001; Xuanjing Huang 001 (IJCAI, 2013)

Chinese Named Entity Abbreviation Generation Using First-Order Logic. - Huan Chen; Qi Zhang 001; Jin Qian; Xuanjing Huang 001 (IJCNLP, 2013)

Detecting Spammers in Community Question Answering. - Zhuoye Ding; Yeyun Gong; Yaqian Zhou 001; Qi Zhang 001; Xuanjing Huang 001 (IJCNLP, 2013)

Understanding the Semantic Intent of Natural Language Query. - Juan Xu; Qi Zhang 001; Xuanjing Huang 001 (IJCNLP, 2013)

Bilingual Product Name Dictionary Construction Using a Two Stage Method. - Yatian Shen; Xuanjing Huang 001 (CIPS-SIGHAN, 2014)

Learning Tag Relevance by Context Analysis for Social Image Retrieval. - Yong Cheng; Wenhui Mao; Cheng Jin 001; Yuejie Zhang; Xuanjing Huang 001; Tao Zhang 022 (CCL, 2014)

Text Classification with Document Embeddings. - Chaochao Huang; Xipeng Qiu; Xuanjing Huang 001 (CCL, 2014)

Chinese-English OOV Term Translation with Web Mining, Multiple Feature Fusion and Supervised Learning. - Yun Zhao; Qinen Zhu; Cheng Jin 001; Yuejie Zhang; Xuanjing Huang 001; Tao Zhang 022 (CCL, 2014)

Improving Multi-pass Transition-Based Dependency Parsing Using Enhanced Shift Actions. - Chenxi Zhu; Xipeng Qiu; Xuanjing Huang 001 (CCL, 2014)

A Generative Model for Identifying Target Companies of Microblogs. - Yeyun Gong; Yaqian Zhou 001; Ya Guo; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2014)

Automatic Corpus Expansion for Chinese Word Segmentation by Exploiting the Redundancy of Web Information. - Xipeng Qiu; Chaochao Huang; Xuanjing Huang 001 (COLING, 2014)

Time-aware Personalized Hashtag Recommendation on Social Media. - Qi Zhang 001; Yeyun Gong; Xuyang Sun; Xuanjing Huang 001 (COLING, 2014)

Continuous word embeddings for detecting local text reuses at the semantic level. - Qi Zhang 001; Jihua Kang; Jin Qian; Xuanjing Huang 001 (SIGIR, 2014)

Chinese-English mixed text normalization. - Qi Zhang 001; Huan Chen; Xuanjing Huang 001 (WSDM, 2014)

Retweet Behavior Prediction Using Hierarchical Dirichlet Process. - Qi Zhang 001; Yeyun Gong; Ya Guo; Xuanjing Huang 001 (AAAI, 2015)

Gated Recursive Neural Network for Chinese Word Segmentation. - Xinchi Chen; Xipeng Qiu; Chenxi Zhu; Xuanjing Huang 001 (ACL (1), 2015)

A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network. - Chenxi Zhu; Xipeng Qiu; Xinchi Chen; Xuanjing Huang 001 (ACL (1), 2015)

Who Will You "@"? - Yeyun Gong; Qi Zhang 001; Xuyang Sun; Xuanjing Huang 001 (CIKM, 2015)

Learning to Rank Answers for Definitional Question Answering. - Shiyu Wu; Xipeng Qiu; Xuanjing Huang 001; Junkuo Cao (CCL, 2015)

Long Short-Term Memory Neural Networks for Chinese Word Segmentation. - Xinchi Chen; Xipeng Qiu; Chenxi Zhu; Pengfei Liu 003; Xuanjing Huang 001 (EMNLP, 2015)

Sentence Modeling with Gated Recursive Neural Network. - Xinchi Chen; Xipeng Qiu; Chenxi Zhu; Shiyu Wu; Xuanjing Huang 001 (EMNLP, 2015)

Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks. - Xinchi Chen; Yaqian Zhou 001; Chenxi Zhu; Xipeng Qiu; Xuanjing Huang 001 (EMNLP, 2015)

Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags. - Yeyun Gong; Qi Zhang 001; Xuanjing Huang 001 (EMNLP, 2015)

Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents. - Pengfei Liu 003; Xipeng Qiu; Xinchi Chen; Shiyu Wu; Xuanjing Huang 001 (EMNLP, 2015)

Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model. - Pengfei Liu 003; Xipeng Qiu; Xuanjing Huang 001 (IJCAI, 2015)

Convolutional Neural Tensor Network Architecture for Community-Based Question Answering. - Xipeng Qiu; Xuanjing Huang 001 (IJCAI, 2015)

Overview of the NLPCC 2015 Shared Task: Chinese Word Segmentation and POS Tagging for Micro-blog Texts. - Xipeng Qiu; Peng Qian; Liusong Yin; Shiyu Wu; Xuanjing Huang 001 (NLPCC, 2015)

Transition-Based Dependency Parsing with Long Distance Collocations. - Chenxi Zhu; Xipeng Qiu; Xuanjing Huang 001 (NLPCC, 2015)

Personalized Hashtag Suggestion for Microblogs. - Juan Xu; Qi Zhang 001; Xuanjing Huang 001 (SMP, 2015)

Gaussian Mixture Embeddings for Multiple Word Prototypes. - Xinchi Chen; Xipeng Qiu; Jingxiang Jiang; Xuanjing Huang 001 (CoRR, 2015)

Overview of the NLPCC 2015 Shared Task: Chinese Word Segmentation and POS Tagging for Micro-blog Texts. - Xipeng Qiu; Peng Qian; Liusong Yin; Xuanjing Huang 001 (CoRR, 2015)

Discourse Relations Detection via a Mixed Generative-Discriminative Framework. - Jifan Chen; Qi Zhang 001; Pengfei Liu 003; Xuanjing Huang 001 (AAAI, 2016)

Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network. - Jifan Chen; Qi Zhang 001; Pengfei Liu 003; Xipeng Qiu; Xuanjing Huang 001 (ACL (1), 2016)

Deep Fusion LSTMs for Text Semantic Matching. - Pengfei Liu 003; Xipeng Qiu; Jifan Chen; Xuanjing Huang 001 (ACL (1), 2016)

Investigating Language Universal and Specific Properties in Word Embeddings. - Peng Qian; Xipeng Qiu; Xuanjing Huang 001 (ACL (1), 2016)

A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation. - Peng Qian; Xipeng Qiu; Xuanjing Huang 001 (ACL (1), 2016)

Incorporate Group Information to Enhance Network Embedding. - Jifan Chen; Qi Zhang 001; Xuanjing Huang 001 (CIKM, 2016)

Retweet Prediction with Attention-based Deep Neural Network. - Qi Zhang 001; Yeyun Gong; Jindou Wu; Haoran Huang; Xuanjing Huang 001 (CIKM, 2016)

Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention. - Haoran Huang; Qi Zhang 001; Yeyun Gong; Xuanjing Huang 001 (COLING, 2016)

Attention-Based Convolutional Neural Network for Semantic Relation Extraction. - Yatian Shen; Xuanjing Huang 001 (COLING, 2016)

Deep Multi-Task Learning with Shared Memory for Text Classification. - Pengfei Liu 003; Xipeng Qiu; Xuanjing Huang 001 (EMNLP, 2016)

Modelling Interaction of Sentence Pair with Coupled-LSTMs. - Pengfei Liu 003; Xipeng Qiu; Yaqian Zhou 001; Jifan Chen; Xuanjing Huang 001 (EMNLP, 2016)

Analyzing Linguistic Knowledge in Sequential Model of Sentence. - Peng Qian; Xipeng Qiu; Xuanjing Huang 001 (EMNLP, 2016)

Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification. - Jiacheng Xu 001; Danlu Chen; Xipeng Qiu; Xuanjing Huang 001 (EMNLP, 2016)

Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary. - Qi Zhang 001; Jin Qian; Ya Guo; Yaqian Zhou 001; Xuanjing Huang 001 (EMNLP, 2016)

Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter. - Qi Zhang 001; Yang Wang; Yeyun Gong; Xuanjing Huang 001 (EMNLP, 2016)

Recurrent Neural Network for Text Classification with Multi-Task Learning. - Pengfei Liu 003; Xipeng Qiu; Xuanjing Huang 001 (IJCAI, 2016)

Bridging LSTM Architecture and the Neural Dynamics during Reading. - Peng Qian; Xipeng Qiu; Xuanjing Huang 001 (IJCAI, 2016)

Convolutional Deep Neural Networks for Document-Based Question Answering. - Jian Fu; Xipeng Qiu; Xuanjing Huang 001 (NLPCC/ICCPOL, 2016)

Bidirectional Long Short-Term Memory with Gated Relevance Network for Paraphrase Identification. - Yatian Shen; Jifan Chen; Xuanjing Huang 001 (NLPCC/ICCPOL, 2016)

Learning Word Embeddings from Intrinsic and Extrinsic Views. - Jifan Chen; Kan Chen; Xipeng Qiu; Qi Zhang 001; Xuanjing Huang 001; Zheng Zhang 001 (CoRR, 2016)

Neural Sentence Ordering. - Xinchi Chen; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2016)

A Long Dependency Aware Deep Architecture for Joint Chinese Word Segmentation and POS Tagging. - Xinchi Chen; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2016)

End-to-End Neural Sentence Ordering Using Pointer Network. - Jingjing Gong; Xinchi Chen; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2016)

Modelling Interaction of Sentence Pair with coupled-LSTMs. - Pengfei Liu 003; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2016)

Syntax-based Attention Model for Natural Language Inference. - Pengfei Liu 003; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2016)

Deep Multi-Task Learning with Shared Memory. - Pengfei Liu 003; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2016)

A Mixed Generative-Discriminative Based Hashing Method. - Qi Zhang 001; Yang Wang; Jin Qian; Xuanjing Huang 001 (IEEE Trans. Knowl. Data Eng., 2016)

Adversarial Multi-Criteria Learning for Chinese Word Segmentation. - Xinchi Chen; Zhan Shi; Xipeng Qiu; Xuanjing Huang 001 (ACL (1), 2017)

Adversarial Multi-task Learning for Text Classification. - Pengfei Liu 003; Xipeng Qiu; Xuanjing Huang 001 (ACL (1), 2017)

End-to-End Neural Text Classification for Tibetan. - Nuo Qun; Xing Li; Xipeng Qiu; Xuanjing Huang 001 (CCL, 2017)

Part-of-Speech Tagging for Twitter with Adversarial Neural Networks. - Tao Gui; Qi Zhang 001; Haoran Huang; Minlong Peng; Xuanjing Huang 001 (EMNLP, 2017)

Idiom-Aware Compositional Distributed Semantics. - Pengfei Liu 003; Kaiyu Qian; Xipeng Qiu; Xuanjing Huang 001 (EMNLP, 2017)

A Mixed Generative-Discriminative Based Hashing Method. - Qi Zhang 001; Yang Wang; Jin Qian; Binbin Deng; Xuanjing Huang 001 (ICDE, 2017)

A Feature-Enriched Neural Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging. - Xinchi Chen; Xipeng Qiu; Xuanjing Huang 001 (IJCAI, 2017)

Mention Recommendation for Twitter with End-to-end Memory Network. - Haoran Huang; Qi Zhang 001; Xuanjing Huang 001 (IJCAI, 2017)

Dynamic Compositional Neural Networks over Tree Structure. - Pengfei Liu 003; Xipeng Qiu; Xuanjing Huang 001 (IJCAI, 2017)

Adaptive Semantic Compositionality for Sentence Modelling. - Pengfei Liu 003; Xipeng Qiu; Xuanjing Huang 001 (IJCAI, 2017)

Knowledge Graph Representation with Jointly Structural and Textual Encoding. - Jiacheng Xu 001; Xipeng Qiu; Kan Chen; Xuanjing Huang 001 (IJCAI, 2017)

Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network. - Qi Zhang 001; Jiawen Wang; Haoran Huang; Xuanjing Huang 001; Yeyun Gong (IJCAI, 2017)

A Learning Error Analysis for Structured Prediction with Approximate Inference. - Yuanbin Wu; Man Lan; Shiliang Sun; Qi Zhang 001; Xuanjing Huang 001 (NIPS, 2017)

Hierarchical Dirichlet Processes with Social Influence. - Jin Qian; Yeyun Gong; Qi Zhang 001; Xuanjing Huang 001 (NLPCC, 2017)

Overview of the NLPCC 2017 Shared Task: Chinese News Headline Categorization. - Xipeng Qiu; Jingjing Gong; Xuanjing Huang 001 (NLPCC, 2017)

Hyper-Gated Recurrent Neural Networks for Chinese Word Segmentation. - Zhan Shi; Xinchi Chen; Xipeng Qiu; Xuanjing Huang 001 (NLPCC, 2017)

Predicting Which Topics You Will Join in the Future on Social Media. - Haoran Huang; Qi Zhang 001; Jindou Wu; Xuanjing Huang 001 (SIGIR, 2017)

Phrase-based hashtag recommendation for microblog posts. - Yeyun Gong; Qi Zhang 001; Xiaoying Han; Xuanjing Huang 001 (Sci. China Inf. Sci., 2017)

DAG-based Long Short-Term Memory for Neural Word Segmentation. - Xinchi Chen; Zhan Shi; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2017)

Preface. - Hang Li 001; Xiang Bai; Xuanjing Huang 001; Chang-shui Zhang (J. Comput. Sci. Technol., 2017)

Adaptive Co-attention Network for Named Entity Recognition in Tweets. - Qi Zhang 001; Jinlan Fu; Xiaoyu Liu; Xuanjing Huang 001 (AAAI, 2018)

Meta Multi-Task Learning for Sequence Modeling. - Jun-Kun Chen; Xipeng Qiu; Pengfei Liu 003; Xuanjing Huang 001 (AAAI, 2018)

Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method. - Jinyue Su; Jiacheng Xu 001; Xipeng Qiu; Xuanjing Huang 001 (AAAI, 2018)

Task-oriented Dialogue System for Automatic Diagnosis. - Zhongyu Wei; Qianlong Liu; Baolin Peng; Huaixiao Tou; Ting Chen; Xuanjing Huang 001; Kam-Fai Wong; Xiangying Dai (ACL (2), 2018)

Cross-Domain Sentiment Classification with Target Domain Specific Information. - Minlong Peng; Qi Zhang 001; Yu-Gang Jiang 001; Xuanjing Huang 001 (ACL (1), 2018)

Incorporating Topic Aspects for Online Comment Convincingness Evaluation. - Yunfan Gu; Zhongyu Wei; Maoran Xu; Hao Fu; Yang Liu 004; Xuanjing Huang 001 (ArgMining@EMNLP, 2018)

Incorporating Corporation Relationship via Graph Convolutional Neural Networks for Stock Price Prediction. - Yingmei Chen; Zhongyu Wei; Xuanjing Huang 001 (CIKM, 2018)

Generating Keyword Queries for Natural Language Queries to Alleviate Lexical Chasm Problem. - Xiaoyu Liu; Shunda Pan; Qi Zhang 001; Yu-Gang Jiang 001; Xuanjing Huang 001 (CIKM, 2018)

A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators. - Zhihao Fan; Zhongyu Wei; Siyuan Wang; Yang Liu 004; Xuanjing Huang 001 (COLING, 2018)

Information Aggregation via Dynamic Routing for Sequence Encoding. - Jingjing Gong; Xipeng Qiu; Shaojing Wang; Xuanjing Huang 001 (COLING, 2018)

Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model. - Lu Ji; Zhongyu Wei; Xiangkun Hu; Yang Liu 004; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2018)

A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis. - Yicheng Zou; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2018)

Convolutional Interaction Network for Natural Language Inference. - Jingjing Gong; Xipeng Qiu; Xinchi Chen; Dong Liang; Xuanjing Huang 001 (EMNLP, 2018)

Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging. - Tao Gui; Qi Zhang 001; Jingjing Gong; Minlong Peng; Di Liang; Keyu Ding; Xuanjing Huang 001 (EMNLP, 2018)

Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning. - Yucheng Wang; Zhongyu Wei; Yaqian Zhou 001; Xuanjing Huang 001 (EMNLP, 2018)

A Question Type Driven Framework to Diversify Visual Question Generation. - Zhihao Fan; Zhongyu Wei; Piji Li; Yanyan Lan; Xuanjing Huang 001 (IJCAI, 2018)

Toward Diverse Text Generation with Inverse Reinforcement Learning. - Zhan Shi; Xinchi Chen; Xipeng Qiu; Xuanjing Huang 001 (IJCAI, 2018)

Mention Recommendation for Multimodal Microblog with Cross-attention Memory Network. - Renfeng Ma; Qi Zhang 001; Jiawen Wang; Lizhen Cui; Xuanjing Huang 001 (SIGIR, 2018)

Towards Diverse Text Generation with Inverse Reinforcement Learning. - Zhan Shi; Xinchi Chen; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2018)

Gaussian Word Embedding with a Wasserstein Distance Loss. - Chi Sun; Hang Yan 001; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2018)

Exploring Shared Structures and Hierarchies for Multiple NLP Tasks. - Jun-Kun Chen; Kaiyu Chen; Xinchi Chen; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2018)

Deformable Stacked Structure for Named Entity Recognition. - Shuyang Cao; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2018)

Meta-Learning Multi-task Communication. - Pengfei Liu 003; Xuanjing Huang 001 (CoRR, 2018)

Hashtag recommendation for multimodal microblog posts. - Yeyun Gong; Qi Zhang 001; Xuanjing Huang 001 (Neurocomputing, 2018)

Long Short-Term Memory with Dynamic Skip Connections. - Tao Gui; Qi Zhang 001; Lujun Zhao; Yaosong Lin; Minlong Peng; Jingjing Gong; Xuanjing Huang 001 (AAAI, 2019)

Contextualized Non-Local Neural Networks for Sequence Learning. - Pengfei Liu 003; Shuaichen Chang; Xuanjing Huang 001; Jian Tang; Jackie Chi Kit Cheung (AAAI, 2019)

Trainable Undersampling for Class-Imbalance Learning. - Minlong Peng; Qi Zhang 001; Xiaoyu Xing; Tao Gui; Xuanjing Huang 001; Yu-Gang Jiang 001; Keyu Ding; Zhigang Chen (AAAI, 2019)

A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation. - Siyuan Wang; Zhongyu Wei; Zhihao Fan; Yang Liu 004; Xuanjing Huang 001 (AAAI, 2019)

Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation. - Ning Dai; Jianze Liang; Xipeng Qiu; Xuanjing Huang 001 (ACL (1), 2019)

Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning. - Zhihao Fan; Zhongyu Wei; Siyuan Wang; Xuanjing Huang 001 (ACL (1), 2019)

Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning. - Minlong Peng; Xiaoyu Xing; Qi Zhang 001; Jinlan Fu; Xuanjing Huang 001 (ACL (1), 2019)

Generating Responses with a Specific Emotion in Dialog. - Zhenqiao Song; Xiaoqing Zheng; Lu Liu; Mu Xu; Xuanjing Huang 001 (ACL (1), 2019)

Searching for Effective Neural Extractive Summarization: What Works and What's Next. - Ming Zhong 005; Pengfei Liu 003; Danqing Wang; Xipeng Qiu; Xuanjing Huang 001 (ACL (1), 2019)

Mining User Profiles from Query Log. - Minlong Peng; Jun Zhao 019; Qi Zhang 001; Tao Gui; Xuanjing Huang 001; Jinlan Fu (CCIR, 2019)

Depression Detection on Social Media with Reinforcement Learning. - Tao Gui; Qi Zhang 001; Liang Zhu; Xu Zhou; Minlong Peng; Xuanjing Huang 001 (CCL, 2019)

How to Fine-Tune BERT for Text Classification? - Chi Sun; Xipeng Qiu; Yige Xu 001; Xuanjing Huang 001 (CCL, 2019)

A Lexicon-Based Graph Neural Network for Chinese NER. - Tao Gui; Yicheng Zou; Qi Zhang 001; Minlong Peng; Jinlan Fu; Zhongyu Wei; Xuanjing Huang 001 (EMNLP/IJCNLP (1), 2019)

GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge. - Luyao Huang; Chi Sun; Xipeng Qiu; Xuanjing Huang 001 (EMNLP/IJCNLP (1), 2019)

Asynchronous Deep Interaction Network for Natural Language Inference. - Di Liang; Fubao Zhang; Qi Zhang 001; Xuanjing Huang 001 (EMNLP/IJCNLP (1), 2019)

CNN-Based Chinese NER with Lexicon Rethinking. - Tao Gui; Ruotian Ma; Qi Zhang 001; Lujun Zhao; Yu-Gang Jiang 001; Xuanjing Huang 001 (IJCAI, 2019)

Building Personalized Simulator for Interactive Search. - Qianlong Liu; Baoliang Cui; Zhongyu Wei; Baolin Peng; Haikuan Huang; Hongbo Deng; Jianye Hao; Xuanjing Huang 001; Kam-Fai Wong (IJCAI, 2019)

Learning Task-Specific Representation for Novel Words in Sequence Labeling. - Minlong Peng; Qi Zhang 001; Xiaoyu Xing; Tao Gui; Jinlan Fu; Xuanjing Huang 001 (IJCAI, 2019)

VCWE: Visual Character-Enhanced Word Embeddings. - Chi Sun; Xipeng Qiu; Xuanjing Huang 001 (NAACL-HLT (1), 2019)

Model the Long-Term Post History for Hashtag Recommendation. - Minlong Peng; Qiyuan Bian; Qi Zhang 001; Tao Gui; Jinlan Fu; Lanjun Zeng; Xuanjing Huang 001 (NLPCC (1), 2019)

Mention Recommendation in Twitter with Cooperative Multi-Agent Reinforcement Learning. - Tao Gui; Peng Liu; Qi Zhang 001; Liang Zhu; Minlong Peng; Yunhua Zhou; Xuanjing Huang 001 (SIGIR, 2019)

Adaptive Multi-Attention Network Incorporating Answer Information for Duplicate Question Detection. - Di Liang; Fubao Zhang; Weidong Zhang; Qi Zhang 001; Jinlan Fu; Minlong Peng; Tao Gui; Xuanjing Huang 001 (SIGIR, 2019)

Hot Topic-Aware Retweet Prediction with Masked Self-attentive Model. - Renfeng Ma; Xiangkun Hu; Qi Zhang 001; Xuanjing Huang 001; Yu-Gang Jiang 001 (SIGIR, 2019)

Review Response Generation in E-Commerce Platforms with External Product Information. - Lujun Zhao; Kaisong Song; Changlong Sun; Qi Zhang 001; Xuanjing Huang 001; Xiaozhong Liu (WWW, 2019)

Implicit discourse relation detection using concatenated word embeddings and a gated relevance network. - Jinlan Fu; Qi Zhang 001; Jifan Chen; Minlong Peng; Tao Gui; Xipeng Qiu; Xuanjing Huang 001 (Sci. China Inf. Sci., 2019)

Reformulating natural language queries using sequence-to-sequence models. - Xiaoyu Liu; Shunda Pan; Qi Zhang 001; Yu-Gang Jiang 001; Xuanjing Huang 001 (Sci. China Inf. Sci., 2019)

A Unified Model for Joint Chinese Word Segmentation and Dependency Parsing. - Hang Yan 001; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2019)

Multi-Criteria Chinese Word Segmentation with Transformer. - Xipeng Qiu; Hengzhi Pei; Hang Yan 001; Xuanjing Huang 001 (CoRR, 2019)

DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks. - Zehui Lin; Pengfei Liu 003; Luyao Huang; Jun-Kun Chen; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2019)

Simplify the Usage of Lexicon in Chinese NER. - Minlong Peng; Ruotian Ma; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2019)

Exploring Domain Shift in Extractive Text Summarization. - Danqing Wang; Pengfei Liu 003; Ming Zhong 005; Jie Fu 001; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2019)

Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis. - Minlong Peng; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2019)

A Closer Look at Data Bias in Neural Extractive Summarization Models. - Ming Zhong 005; Danqing Wang; Pengfei Liu 003; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2019)

Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication. - Ruize Wang; Zhongyu Wei; Piji Li; Haijun Shan; Ji Zhang 011; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2019)

Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features. - Tao Gui; Lizhi Qing; Qi Zhang 001; Jiacheng Ye; Hang Yan 001; Zichu Fei; Xuanjing Huang 001 (CoRR, 2019)

Sequence Labeling With Deep Gated Dual Path CNN. - Lujun Zhao; Xipeng Qiu; Qi Zhang 001; Xuanjing Huang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features. - Tao Gui; Lizhi Qing; Qi Zhang 001; Jiacheng Ye; Hang Yan 001; Zichu Fei; Xuanjing Huang 001 (AAAI, 2020)

Learning Sparse Sharing Architectures for Multiple Tasks. - Tianxiang Sun; Yunfan Shao; Xiaonan Li; Pengfei Liu 003; Hang Yan 001; Xipeng Qiu; Xuanjing Huang 001 (AAAI, 2020)

Storytelling from an Image Stream Using Scene Graphs. - Ruize Wang; Zhongyu Wei; Piji Li; Qi Zhang 001; Xuanjing Huang 001 (AAAI, 2020)

FLAT: Chinese NER Using Flat-Lattice Transformer. - Xiaonan Li; Hang Yan 001; Xipeng Qiu; Xuanjing Huang 001 (ACL, 2020)

Simplify the Usage of Lexicon in Chinese NER. - Ruotian Ma; Minlong Peng; Qi Zhang 001; Zhongyu Wei; Xuanjing Huang 001 (ACL, 2020)

Heterogeneous Graph Neural Networks for Extractive Document Summarization. - Danqing Wang; Pengfei Liu 003; Yining Zheng; Xipeng Qiu; Xuanjing Huang 001 (ACL, 2020)

Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples. - Xiaoqing Zheng; Jiehang Zeng; Yi Zhou 018; Cho-Jui Hsieh; Minhao Cheng; Xuanjing Huang 001 (ACL, 2020)

Extractive Summarization as Text Matching. - Ming Zhong 005; Pengfei Liu 003; Yiran Chen 013; Danqing Wang; Xipeng Qiu; Xuanjing Huang 001 (ACL, 2020)

Modeling Evolution of Message Interaction for Rumor Resolution. - Lei Chen; Zhongyu Wei; Jing Li 049; Baohua Zhou; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2020)

An Enhanced Knowledge Injection Model for Commonsense Generation. - Zhihao Fan; Yeyun Gong; Zhongyu Wei; Siyuan Wang; Yameng Huang; Jian Jiao 007; Xuanjing Huang 001; Nan Duan; Ruofei Zhang (COLING, 2020)

CoLAKE: Contextualized Language and Knowledge Embedding. - Tianxiang Sun; Yunfan Shao; Xipeng Qiu; Qipeng Guo; Yaru Hu; Xuanjing Huang 001; Zheng Zhang 001 (COLING, 2020)

Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication. - Ruize Wang; Zhongyu Wei; Ying Cheng 005; Piji Li; Haijun Shan; Ji Zhang 011; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2020)

An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. - Yiran Chen 013; Pengfei Liu 003; Ming Zhong 005; Zi-Yi Dou; Danqing Wang; Xipeng Qiu; Xuanjing Huang 001 (EMNLP (Findings), 2020)

RethinkCWS: Is Chinese Word Segmentation a Solved Task? - Jinlan Fu; Pengfei Liu 003; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (1), 2020)

Uncertainty-Aware Label Refinement for Sequence Labeling. - Tao Gui; Jiacheng Ye; Qi Zhang 001; Zhengyan Li; Zichu Fei; Yeyun Gong; Xuanjing Huang 001 (EMNLP (1), 2020)

Cross-Lingual Dependency Parsing by POS-Guided Word Reordering. - Lu Liu; Yi Zhou 018; Jianhan Xu; Xiaoqing Zheng; Kai-Wei Chang; Xuanjing Huang 001 (EMNLP (Findings), 2020)

Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons. - Minlong Peng; Ruotian Ma; Qi Zhang 001; Lujun Zhao; Mengxi Wei; Changlong Sun; Xuanjing Huang 001 (EMNLP (Findings), 2020)

A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder. - Xipeng Qiu; Hengzhi Pei; Hang Yan 001; Xuanjing Huang 001 (EMNLP (Findings), 2020)

Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection. - Ruize Wang; Duyu Tang; Nan Duan; Wanjun Zhong; Zhongyu Wei; Xuanjing Huang 001; Daxin Jiang; Ming Zhou 001 (EMNLP (1), 2020)

PathQG: Neural Question Generation from Facts. - Siyuan Wang; Zhongyu Wei; Zhihao Fan; Zengfeng Huang; Weijian Sun; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (1), 2020)

A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving. - Qinzhuo Wu; Qi Zhang 001; Jinlan Fu; Xuanjing Huang 001 (EMNLP (1), 2020)

Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis. - Xiaoyu Xing; Zhijing Jin 001; Di Jin; Bingning Wang; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (1), 2020)

Automatic Term Name Generation for Gene Ontology: Task and Dataset. - Yanjian Zhang; Qin Chen 001; Yiteng Zhang; Zhongyu Wei; Yixu Gao; Jiajie Peng; Zengfeng Huang; Weijian Sun; Xuanjing Huang 001 (EMNLP (Findings), 2020)

Leveraging Document-Level Label Consistency for Named Entity Recognition. - Tao Gui; Jiacheng Ye; Qi Zhang 001; Yaqian Zhou 001; Yeyun Gong; Xuanjing Huang 001 (IJCAI, 2020)

Learning to Generate Representations for Novel Words: Mimic the OOV Situation in Training. - Xiaoyu Xing; Minlong Peng; Qi Zhang 001; Qin Liu 010; Xuanjing Huang 001 (NLPCC (1), 2020)

Recurrent Memory Reasoning Network for Expert Finding in Community Question Answering. - Jinlan Fu; Yi Li; Qi Zhang 001; Qinzhuo Wu; Renfeng Ma; Xuanjing Huang 001; Yu-Gang Jiang 001 (WSDM, 2020)

Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study. - Jinlan Fu; Pengfei Liu 003; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2020)

Pre-trained Models for Natural Language Processing: A Survey. - Xipeng Qiu; Tianxiang Sun; Yige Xu 001; Yunfan Shao; Ning Dai; Xuanjing Huang 001 (CoRR, 2020)

Unified Multi-Criteria Chinese Word Segmentation with BERT. - Zhen Ke; Liang Shi; Erli Meng; Bin Wang 004; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2020)

Task-oriented Dialogue System for Automatic Disease Diagnosis via Hierarchical Reinforcement Learning. - Kangenbei Liao; Qianlong Liu; Zhongyu Wei; Baolin Peng; Qin Chen 001; Weijian Sun; Xuanjing Huang 001 (CoRR, 2020)

Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble. - Yi Zhou 018; Xiaoqing Zheng; Cho-Jui Hsieh; Kai-Wei Chang; Xuanjing Huang 001 (CoRR, 2020)

fastHan: A BERT-based Joint Many-Task Toolkit for Chinese NLP. - Zhichao Geng; Hang Yan 001; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2020)

CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. - Yiran Chen 013; Pengfei Liu 003; Ming Zhong 005; Zi-Yi Dou; Danqing Wang; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2020)

Text Information Aggregation with Centrality Attention. - Jingjing Gong; Hang Yan 001; Yining Zheng; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2020)

Generating universal language adversarial examples by understanding and enhancing the transferability across neural models. - Liping Yuan; Xiaoqing Zheng; Yi Zhou 018; Cho-Jui Hsieh; Kai-Wei Chang; Xuanjing Huang 001 (CoRR, 2020)

SenSeNet: Neural Keyphrase Generation with Document Structure. - Yichao Luo; Zhengyan Li; Bingning Wang; Xiaoyu Xing; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2020)

Generating Adversarial Examples in Chinese Texts Using Sentence-Pieces. - Linyang Li; Yunfan Shao; Demin Song; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2020)

Chinese Word Segmentation via BiLSTM+Semi-CRF with Relay Node. - Nuo Qun; Hang Yan 001; Xipeng Qiu; Xuanjing Huang 001 (J. Comput. Sci. Technol., 2020)

A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing. - Hang Yan 001; Xipeng Qiu; Xuanjing Huang 001 (Trans. Assoc. Comput. Linguistics, 2020)

Enhancing Scientific Papers Summarization with Citation Graph. - Chenxin An; Ming Zhong 005; Yiran Chen 013; Danqing Wang; Xipeng Qiu; Xuanjing Huang 001 (AAAI, 2021)

An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information. - Zejun Li; Zhongyu Wei; Zhihao Fan; Haijun Shan; Xuanjing Huang 001 (AAAI, 2021)

Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. - Yicheng Zou; Jun Lin; Lujun Zhao; Yangyang Kang; Zhuoren Jiang; Changlong Sun; Qi Zhang 001; Xuanjing Huang 001; Xiaozhong Liu (AAAI, 2021)

Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. - Yicheng Zou; Lujun Zhao; Yangyang Kang; Jun Lin; Minlong Peng; Zhuoren Jiang; Changlong Sun; Qi Zhang 001; Xuanjing Huang 001; Xiaozhong Liu (AAAI, 2021)

SpanNER: Named Entity Re-/Recognition as Span Prediction. - Jinlan Fu; Xuanjing Huang 001; Pengfei Liu 003 (ACL/IJCNLP (1), 2021)

fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP. - Zhichao Geng; Hang Yan 001; Xipeng Qiu; Xuanjing Huang 001 (ACL (demo), 2021)

Accelerating BERT Inference for Sequence Labeling via Early-Exit. - Xiaonan Li; Yunfan Shao; Tianxiang Sun; Hang Yan 001; Xipeng Qiu; Xuanjing Huang 001 (ACL/IJCNLP (1), 2021)

Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models. - Chong Li; Cenyuan Zhang; Xiaoqing Zheng; Xuanjing Huang 001 (ACL/IJCNLP (2), 2021)

SENT: Sentence-level Distant Relation Extraction via Negative Training. - Ruotian Ma; Tao Gui; Linyang Li; Qi Zhang 001; Xuanjing Huang 001; Yaqian Zhou 001 (ACL/IJCNLP (1), 2021)

Align Voting Behavior with Public Statements for Legislator Representation Learning. - Xinyi Mou; Zhongyu Wei; Lei Chen; Shangyi Ning; Yancheng He; Changjian Jiang; Xuanjing Huang 001 (ACL/IJCNLP (1), 2021)

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. - Xiao Wang 001; Qin Liu 010; Tao Gui; Qi Zhang 001; Yicheng Zou; Xin Zhou 012; Jiacheng Ye; Yongxin Zhang; Rui Zheng; Zexiong Pang; Qinzhuo Wu; Zhengyan Li; et al. (ACL (demo), 2021)

K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters. - Ruize Wang; Duyu Tang; Nan Duan; Zhongyu Wei; Xuanjing Huang 001; Jianshu Ji; Guihong Cao; Daxin Jiang; Ming Zhou 001 (ACL/IJCNLP (Findings), 2021)

Math Word Problem Solving with Explicit Numerical Values. - Qinzhuo Wu; Qi Zhang 001; Zhongyu Wei; Xuanjing Huang 001 (ACL/IJCNLP (1), 2021)

Attending via both Fine-tuning and Compressing. - Jie Zhou 015; Yuanbin Wu; Qin Chen 001; Xuanjing Huang 001; Liang He 001 (ACL/IJCNLP (Findings), 2021)

Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble. - Yi Zhou 018; Xiaoqing Zheng; Cho-Jui Hsieh; Kai-Wei Chang; Xuanjing Huang 001 (ACL/IJCNLP (1), 2021)

Fine-Grained Element Identification in Complaint Text of Internet Fraud. - Tong Liu; Siyuan Wang; Jingchao Fu; Lei Chen; Zhongyu Wei; Yaqi Liu; Heng Ye; Liaosa Xu; Weiqiang Wang 002; Xuanjing Huang 001 (CIKM, 2021)

TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning. - Zhihao Fan; Zhongyu Wei; Siyuan Wang; Ruize Wang; Zejun Li; Haijun Shan; Xuanjing Huang 001 (IJCAI, 2021)

Mask Attention Networks: Rethinking and Strengthen Transformer. - Zhihao Fan; Yeyun Gong; Dayiheng Liu; Zhongyu Wei; Siyuan Wang; Jian Jiao 007; Nan Duan; Ruofei Zhang; Xuanjing Huang 001 (NAACL-HLT, 2021)

Larger-Context Tagging: When and Why Does It Work? - Jinlan Fu; Liangjing Feng; Qi Zhang 001; Xuanjing Huang 001; Pengfei Liu 003 (NAACL-HLT, 2021)

Discrete Argument Representation Learning for Interactive Argument Pair Identification. - Lu Ji; Zhongyu Wei; Jing Li 049; Qi Zhang 001; Xuanjing Huang 001 (NAACL-HLT, 2021)

Searching Effective Transformer for Seq2Seq Keyphrase Generation. - Yige Xu 001; Yichao Luo; Yicheng Zhou; Zhengyan Li; Qi Zhang 001; Xipeng Qiu; Xuanjing Huang 001 (NLPCC (2), 2021)

Overview of Argumentative Text Understanding for AI Debater Challenge. - Jian Yuan; Liying Cheng; Ruidan He; Yinzi Li; Lidong Bing; Zhongyu Wei; Qin Liu 010; Chenhui Shen; Shuonan Zhang; Changlong Sun; Luo Si; Changjian Jiang; et al. (NLPCC (2), 2021)

Text information aggregation with centrality attention. - Jingjing Gong; Hang Yan 001; Yining Zheng; Qipeng Guo; Xipeng Qiu; Xuanjing Huang 001 (Sci. China Inf. Sci., 2021)

Alleviate Exposure Bias in Sequence Prediction with Recurrent Neural Networks. - Liping Yuan; Jiangtao Feng; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2021)

Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure. - Lu Ji; Jing Li 049; Zhongyu Wei; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2021)

Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. - Jiehang Zeng; Xiaoqing Zheng; Jianhan Xu; Linyang Li; Liping Yuan; Xuanjing Huang 001 (CoRR, 2021)

Early Exiting with Ensemble Internal Classifiers. - Tianxiang Sun; Yunhua Zhou; Xiangyang Liu; Xinyu Zhang 019; Hao Jiang 022; Zhao Cao; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2021)

Learning to Teach with Student Feedback. - Yitao Liu; Tianxiang Sun; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2021)

Template-free Prompt Tuning for Few-shot NER. - Ruotian Ma; Xin Zhou 012; Tao Gui; Yiding Tan; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2021)

KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier. - Linyang Li; Demin Song; Ruotian Ma; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2021)

Towards Efficient NLP: A Standard Evaluation and A Strong Baseline. - Xiangyang Liu; Tianxiang Sun; Junliang He; Lingling Wu; Xinyu Zhang 019; Hao Jiang 022; Zhao Cao; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2021)

Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models. - Xin Zhou 012; Ruotian Ma; Tao Gui; Yiding Tan; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2021)

Overview of SMP-CAIL2020-Argmine: The Interactive Argument-Pair Extraction in Judgement Document Challenge. - Jian Yuan; Zhongyu Wei; Yixu Gao; Wei Chen 088; Yun Song; Donghua Zhao; Jinglei Ma; Zhen Hu; Shaokun Zou; Donghai Li; Xuanjing Huang 001 (Data Intell., 2021)

Information retrieval: a view from the Chinese IR community. - Zhumin Chen; Xueqi Cheng; Shoubin Dong; Zhicheng Dou; Jiafeng Guo; Xuanjing Huang 001; Yanyan Lan; Chenliang Li; Ru Li; Tie-Yan Liu; Yiqun Liu 001; Jun Ma 001; et al. (Frontiers Comput. Sci., 2021)

Jointly learning bilingual word embeddings and alignments. - Zhenqiao Song; Xiaoqing Zheng; Xuanjing Huang 001 (Mach. Transl., 2021)

Generating Responses With a Given Syntactic Pattern in Chinese Dialogues. - Yi Zhou 018; Xiaoqing Zheng; Xuanjing Huang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Co-Attention Memory Network for Multimodal Microblog's Hashtag Recommendation. - Renfeng Ma; Xipeng Qiu; Qi Zhang 001; Xiangkun Hu; Yu-Gang Jiang 001; Xuanjing Huang 001 (IEEE Trans. Knowl. Data Eng., 2021)

CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation. - Zichu Fei; Qi Zhang 001; Tao Gui; Di Liang; Sirui Wang; Wei Wu 014; Xuanjing Huang 001 (ACL (1), 2022)

Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning. - Qin Liu 010; Rui Zheng; Bao Rong; Jingyi Liu; Zhihua Liu; Zhanzhan Cheng; Liang Qiao 001; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (ACL (1), 2022)

A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation. - Tianxiang Sun; Xiangyang Liu; Wei Zhu 016; Zhichao Geng; Lingling Wu; Yilong He; Yuan Ni; Guotong Xie; Xuanjing Huang 001; Xipeng Qiu (ACL (Findings), 2022)

MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective. - Xiao Wang 001; Shihan Dou; Limao Xiong; Yicheng Zou; Qi Zhang 001; Tao Gui; Liang Qiao 001; Zhanzhan Cheng; Xuanjing Huang 001 (ACL (1), 2022)

Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples. - Jianhan Xu; Cenyuan Zhang; Xiaoqing Zheng; Linyang Li; Cho-Jui Hsieh; Kai-Wei Chang; Xuanjing Huang 001 (ACL (Findings), 2022)

Robust Lottery Tickets for Pre-trained Language Models. - Rui Zheng; Bao Rong; Yuhao Zhou; Di Liang; Sirui Wang; Wei Wu 014; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (ACL (1), 2022)

CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization. - Chenxin An; Ming Zhong 005; Zhiyong Wu 003; Qin Zhu; Xuanjing Huang 001; Xipeng Qiu (COLING, 2022)

A Progressive Framework for Role-Aware Rumor Resolution. - Lei Chen 082; Guanying Li; Zhongyu Wei; Yang Yang 009; Baohua Zhou; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2022)

Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective. - Shihan Dou; Rui Zheng; Ting Wu; Songyang Gao; Junjie Shan; Qi Zhang 001; Yueming Wu 001; Xuanjing Huang 001 (COLING, 2022)

LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases. - Zichu Fei; Xin Zhou 012; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2022)

Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning. - Zhichao Geng; Ming Zhong 005; Zhangyue Yin; Xipeng Qiu; Xuanjing Huang 001 (COLING, 2022)

A Structure-Aware Argument Encoder for Literature Discourse Analysis. - Yinzi Li; Wei Chen 088; Zhongyu Wei; Yujun Huang; Chujun Wang; Siyuan Wang; Qi Zhang 001; Xuanjing Huang 001; Libo Wu (COLING, 2022)

Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering. - Siyuan Wang; Zhongyu Wei; Zhihao Fan; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2022)

Causal Intervention Improves Implicit Sentiment Analysis. - Siyin Wang; Jie Zhou 015; Changzhi Sun; Junjie Ye; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2022)

PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack. - Rui Zheng; Rong Bao; Qin Liu 010; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Rui Xie 005; Wei Wu 014 (COLING, 2022)

Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks. - Xin Zhou 012; Ruotian Ma; Yicheng Zou; Xuanting Chen; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Rui Xie 005; Wei Wu 014 (COLING, 2022)

A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck. - Jie Zhou 015; Qi Zhang 001; Qin Chen 001; Liang He 001; Xuanjing Huang 001 (COLING, 2022)

ProofInfer: Generating Proof via Iterative Hierarchical Inference. - Zichu Fei; Qi Zhang 001; Xin Zhou 012; Tao Gui; Xuanjing Huang 001 (EMNLP, 2022)

Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding. - Songyang Gao; Shihan Dou; Qi Zhang 001; Xuanjing Huang 001 (EMNLP, 2022)

Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts. - Xiangyang Liu; Tianxiang Sun; Xuanjing Huang 001; Xipeng Qiu (EMNLP (Findings), 2022)

BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation. - Tianxiang Sun; Junliang He; Xipeng Qiu; Xuanjing Huang 001 (EMNLP, 2022)

BBTv2: Towards a Gradient-Free Future with Large Language Models. - Tianxiang Sun; Zhengfu He; Hong Qian; Yunhua Zhou; Xuanjing Huang 001; Xipeng Qiu (EMNLP, 2022)

Efficient Adversarial Training with Robust Early-Bird Tickets. - Zhiheng Xi; Rui Zheng; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP, 2022)

Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? - Ningyu Xu; Tao Gui; Ruotian Ma; Qi Zhang 001; Jingting Ye; Menghan Zhang; Xuanjing Huang 001 (EMNLP, 2022)

Weight Perturbation as Defense against Adversarial Word Substitutions. - Jianhan Xu; Linyang Li; Jiping Zhang; Xiaoqing Zheng; Kai-Wei Chang; Cho-Jui Hsieh; Xuanjing Huang 001 (EMNLP (Findings), 2022)

TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion. - Xin Zhou 012; Jinzhu Lu; Tao Gui; Ruotian Ma; Zichu Fei; Yuran Wang; Yong Ding; Yibo Cheung; Qi Zhang 001; Xuanjing Huang 001 (EMNLP, 2022)

Black-Box Tuning for Language-Model-as-a-Service. - Tianxiang Sun; Yunfan Shao; Hong Qian; Xuanjing Huang 001; Xipeng Qiu (ICML, 2022)

What Dense Graph Do You Need for Self-Attention? - Yuxin Wang 005; Chu-Tak Lee; Qipeng Guo; Zhangyue Yin; Yunhua Zhou; Xuanjing Huang 001; Xipeng Qiu (ICML, 2022)

Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval. - Zhihao Fan; Zhongyu Wei; Zejun Li; Siyuan Wang; Haijun Shan; Xuanjing Huang 001; Jianqing Fan (ICMR, 2022)

MVPTR: Multi-Level Semantic Alignment for Vision-Language Pre-Training via Multi-Stage Learning. - Zejun Li; Zhihao Fan; Huaixiao Tou; Jingjing Chen 001; Zhongyu Wei; Xuanjing Huang 001 (ACM Multimedia, 2022)

Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval. - Zhihao Fan; Zhongyu Wei; Zejun Li; Siyuan Wang; Xuanjing Huang 001; Jianqing Fan (NAACL-HLT (Findings), 2022)

Towards Efficient NLP: A Standard Evaluation and A Strong Baseline. - Xiangyang Liu; Tianxiang Sun; Junliang He; Jiawen Wu 002; Lingling Wu; Xinyu Zhang 019; Hao Jiang 022; Zhao Cao; Xuanjing Huang 001; Xipeng Qiu (NAACL-HLT, 2022)

Template-free Prompt Tuning for Few-shot NER. - Ruotian Ma; Xin Zhou 012; Tao Gui; Yiding Tan; Linyang Li; Qi Zhang 001; Xuanjing Huang 001 (NAACL-HLT, 2022)

CoNT: Contrastive Neural Text Generation. - Chenxin An; Jiangtao Feng; Kai Lv 001; Lingpeng Kong; Xipeng Qiu; Xuanjing Huang 001 (NeurIPS, 2022)

Regularized Molecular Conformation Fields. - Lihao Wang; Yi Zhou 018; Yiqun Wang; Xiaoqing Zheng; Xuanjing Huang 001; Hao Zhou 012 (NeurIPS, 2022)

BART-Reader: Predicting Relations Between Entities via Reading Their Document-Level Context Information. - Hang Yan 001; Yu Sun 031; Junqi Dai; Xiangkun Hu; Qipeng Guo; Xipeng Qiu; Xuanjing Huang 001 (NLPCC (1), 2022)

Hierarchical reinforcement learning for automatic disease diagnosis. - Cheng Zhong; Kangenbei Liao; Wei Chen 088; Qianlong Liu; Baolin Peng; Xuanjing Huang 001; Jiajie Peng; Zhongyu Wei (Bioinform., 2022)

Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective. - Shihan Dou; Rui Zheng; Ting Wu; Songyang Gao; Qi Zhang 001; Yueming Wu 001; Xuanjing Huang 001 (CoRR, 2022)

BBTv2: Pure Black-Box Optimization Can Be Comparable to Gradient Descent for Few-Shot Learning. - Tianxiang Sun; Zhengfu He; Hong Qian; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2022)

What Dense Graph Do You Need for Self-Attention? - Yuxing Wang; Chu-Tak Lee; Qipeng Guo; Zhangyue Yin; Yunhua Zhou; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2022)

A Unified Continuous Learning Framework for Multi-modal Knowledge Discovery and Pre-training. - Zhihao Fan; Zhongyu Wei; Jingjing Chen 001; Siyuan Wang; Zejun Li; Jiarong Xu; Xuanjing Huang 001 (CoRR, 2022)

Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER. - Ruotian Ma; Xuanting Chen; Lin Zhang; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2022)

Multi-Task Pre-Training of Modular Prompt for Few-Shot Learning. - Tianxiang Sun; Zhengfu He; Qin Zhu; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2022)

Robust Lottery Tickets for Pre-trained Language Models. - Rui Zheng; Rong Bao; Yuhao Zhou; Di Liang; Sirui Wang; Wei Wu 014; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2022)

DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models. - Zhengfu He; Tianxiang Sun; Kuanning Wang; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2022)

Paradigm Shift in Natural Language Processing. - Tianxiang Sun; Xiangyang Liu; Xipeng Qiu; Xuanjing Huang 001 (Int. J. Autom. Comput., 2022)

Aspect-based sentiment analysis with enhanced aspect-sensitive word embeddings. - Yusi Qi; Xiaoqing Zheng; Xuanjing Huang 001 (Knowl. Inf. Syst., 2022)

Sentiment-aware multimodal pre-training for multimodal sentiment analysis. - Junjie Ye; Jie Zhou 015; Junfeng Tian; Rui Wang 005; Jingyi Zhou; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (Knowl. Based Syst., 2022)

Automatic Math Word Problem Generation With Topic-Expression Co-Attention Mechanism and Reinforcement Learning. - Qinzhuo Wu; Qi Zhang 001; Xuanjing Huang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction. - Hang Yan 001; Yu Sun 031; Xiaonan Li; Yunhua Zhou; Xuanjing Huang 001; Xipeng Qiu (ACL (1), 2023)

KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition. - Wei Chen 088; Shiqi Wei; Zhongyu Wei; Xuanjing Huang 001 (ACL (Findings), 2023)

TableVLM: Multi-modal Pre-training for Table Structure Recognition. - Leiyuan Chen; Chengsong Huang; Xiaoqing Zheng; Jinshu Lin; Xuanjing Huang 001 (ACL (1), 2023)

On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection. - Songyang Gao; Shihan Dou; Qi Zhang 001; Xuanjing Huang 001; Jin Ma 003; Ying Shan (ACL (Findings), 2023)

DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models. - Zhengfu He; Tianxiang Sun; Qiong Tang; Kuanning Wang; Xuanjing Huang 001; Xipeng Qiu (ACL (1), 2023)

Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training. - Zejun Li; Zhihao Fan; Jingjing Chen 001; Qi Zhang 001; Xuanjing Huang 001; Zhongyu Wei (ACL (1), 2023)

CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors. - Peng Li; Tianxiang Sun; Qiong Tang; Hang Yan 001; Yuanbin Wu; Xuanjing Huang 001; Xipeng Qiu (ACL (1), 2023)

Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations. - Zixuan Ling; Xiaoqing Zheng; Jianhan Xu; Jinshu Lin; Kai-Wei Chang; Cho-Jui Hsieh; Xuanjing Huang 001 (ACL (Findings), 2023)

UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language. - Xinyi Mou; Zhongyu Wei; Qi Zhang 001; Xuanjing Huang 001 (ACL (1), 2023)

Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning. - Tianxiang Sun; Zhengfu He; Qin Zhu; Xipeng Qiu; Xuanjing Huang 001 (ACL (1), 2023)

Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs. - Siyuan Wang; Zhongyu Wei; Meng Han; Zhihao Fan; Haijun Shan; Qi Zhang 001; Xuanjing Huang 001 (ACL (1), 2023)

Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization. - Ting Wu; Rui Zheng; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (ACL (Findings), 2023)

Connectivity Patterns are Task Embeddings. - Zhiheng Xi; Rui Zheng; Yuansen Zhang; Xuanjing Huang 001; Zhongyu Wei; Minlong Peng; Mingming Sun 001; Qi Zhang 001; Tao Gui (ACL (Findings), 2023)

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. - Limao Xiong; Jie Zhou 012; Qunxi Zhu; Xiao Wang 001; Yuanbin Wu; Qi Zhang 001; Tao Gui; Xuanjing Huang 001; Jin Ma 003; Ying Shan (ACL (Findings), 2023)

Do Large Language Models Know What They Don't Know? - Zhangyue Yin; Qiushi Sun; Qipeng Guo; Jiawen Wu 002; Xipeng Qiu; Xuanjing Huang 001 (ACL (Findings), 2023)

Open Set Relation Extraction via Unknown-Aware Training. - Jun Zhao 019; Xin Zhao; WenYu Zhan; Qi Zhang 001; Tao Gui; Zhongyu Wei; Yun Wen Chen; Xiang Gao 017; Xuanjing Huang 001 (ACL (1), 2023)

Detecting Adversarial Samples through Sharpness of Loss Landscape. - Rui Zheng; Shihan Dou; Yuhao Zhou; Qin Liu 010; Tao Gui; Qi Zhang 001; Zhongyu Wei; Xuanjing Huang 001; Menghan Zhang (ACL (Findings), 2023)

Characterizing the Impacts of Instances on Robustness. - Rui Zheng; Zhiheng Xi; Qin Liu 010; Wenbin Lai; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Jin Ma 003; Ying Shan; Weifeng Ge (ACL (Findings), 2023)

TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations. - Xin Zhou 012; Yi Lu; Ruotian Ma; Tao Gui; Yuran Wang; Yong Ding; Yibo Zhang; Qi Zhang 001; Xuanjing Huang 001 (ACL (Findings), 2023)

Graph Structure Learning via Lottery Hypothesis at Scale. - Yuxin Wang 005; Xiannian Hu; Jiaqing Xie; Zhangyue Yin; Yunhua Zhou; Xipeng Qiu; Xuanjing Huang 001 (ACML, 2023)

Rethinking Label Smoothing on Multi-Hop Question Answering. - Zhangyue Yin; Yuxin Wang 005; Xiannian Hu; Yiguang Wu; Hang Yan 001; Xinyu Zhang 019; Zhao Cao; Xuanjing Huang 001; Xipeng Qiu (CCL, 2023)

Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation. - Chenxi Gu; Xiaoqing Zheng; Jianhan Xu; Muling Wu; Cenyuan Zhang; Chengsong Huang; Hua Cai; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Unleashing the Power of Language Models in Text-Attributed Graph. - Haoyu Kuang; Jiarong Xu; Haozhe Zhang 003; Zuyu Zhao; Qi Zhang 001; Xuanjing Huang 001; Zhongyu Wei (EMNLP (Findings), 2023)

Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining. - Jingcong Liang; Rong Ye; Meng Han; Qi Zhang 001; Ruofei Lai; Xinyu Zhang 019; Zhao Cao; Xuanjing Huang 001; Zhongyu Wei (EMNLP, 2023)

Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation. - Jiayu Lin; Rong Ye; Meng Han; Qi Zhang 001; Ruofei Lai; Xinyu Zhang 019; Zhao Cao; Xuanjing Huang 001; Zhongyu Wei (EMNLP, 2023)

Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View. - Ruotian Ma; Xiaolei Wang; Xin Zhou 012; Qi Zhang 001; Xuanjing Huang 001 (EMNLP, 2023)

One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling. - Ruoxue Ma; Jiarong Xu; Xinnong Zhang; Haozhe Zhang 003; Zuyu Zhao; Qi Zhang 001; Xuanjing Huang 001; Zhongyu Wei (EMNLP (Findings), 2023)

Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback. - Wei Shen; Rui Zheng; WenYu Zhan; Jun Zhao 019; Shihan Dou; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Orthogonal Subspace Learning for Language Model Continual Learning. - Xiao Wang 001; Tianze Chen; Qiming Ge; Han Xia; Rong Bao; Rui Zheng; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Hallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation. - Xiaohua Wang; Yuliang Yan; Longtao Huang; Xiaoqing Zheng; Xuanjing Huang 001 (EMNLP, 2023)

Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts. - Muling Wu; Wenhao Liu; Jianhan Xu; Changze Lv; Zixuan Ling; Tianlong Li; Longtao Huang; Xiaoqing Zheng; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement. - Zhiheng Xi; Senjie Jin; Yuhao Zhou; Rui Zheng; Songyang Gao; Jia Liu; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization. - Ningyu Xu; Qi Zhang 001; Jingting Ye; Menghan Zhang; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Measure Children's Mindreading Ability with Machine Reading. - Yuliang Yan; Xiaohua Wang; Xiang Zhou; Xiaoqing Zheng; Xuanjing Huang 001 (EMNLP (Findings), 2023)

RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification. - Junjie Ye; Jie Zhou 012; Junfeng Tian; Rui Wang 005; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication. - Zhangyue Yin; Qiushi Sun; Cheng Chang; Qipeng Guo; Junqi Dai; Xuanjing Huang 001; Xipeng Qiu (EMNLP, 2023)

TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference. - Xin Zhou 012; Yi Lu; Ruotian Ma; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information. - Wentao Zhou; Jun Zhao 019; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2023)

RealBehavior: A Framework for Faithfully Characterizing Foundation Models' Human-like Behavior Mechanisms. - Enyu Zhou; Rui Zheng; Zhiheng Xi; Songyang Gao; Xiaoran Fan; Zichu Fei; Jingting Ye; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2023)

From Hypergraph Energy Functions to Hypergraph Neural Networks. - Yuxin Wang 005; Quan Gan; Xipeng Qiu; Xuanjing Huang 001; David Wipf (ICML, 2023)

How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks. - Xuanting Chen; Junjie Ye; Can Zu; Nuo Xu; Rui Zheng; Minlong Peng; Jie Zhou 015; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2023)

A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models. - Junjie Ye; Xuanting Chen; Nuo Xu; Can Zu; Zekai Shao; Shichun Liu; Yuhan Cui; Zeyang Zhou; Chao Gong 003; Yang Shen; Jie Zhou 015; Siming Chen 001; et al. (CoRR, 2023)

CausalAPM: Generalizable Literal Disentanglement for NLU Debiasing. - Songyang Gao; Shihan Dou; Junjie Shan; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2023)

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. - Limao Xiong; Jie Zhou 015; Qunxi Zhu; Xiao Wang 001; Yuanbin Wu; Qi Zhang 001; Tao Gui; Xuanjing Huang 001; Jin Ma 003; Ying Shan (CoRR, 2023)

Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement. - Zhiheng Xi; Senjie Jin; Yuhao Zhou; Rui Zheng; Songyang Gao; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2023)

Open Set Relation Extraction via Unknown-Aware Training. - Jun Zhao 019; Xin Zhao; WenYu Zhan; Qi Zhang 001; Tao Gui; Zhongyu Wei; Yunwen Chen; Xiang Gao 017; Xuanjing Huang 001 (CoRR, 2023)

Secrets of RLHF in Large Language Models Part I: PPO. - Rui Zheng; Shihan Dou; Songyang Gao; Yuan Hua; Wei Shen; Binghai Wang; Yan Liu 002; Senjie Jin; Qin Liu 010; Yuhao Zhou; Limao Xiong; Lu Chen; et al. (CoRR, 2023)

Towards Understanding the Capability of Large Language Models on Code Clone Detection: A Survey. - Shihan Dou; Junjie Shan; Haoxiang Jia; Wenhao Deng 001; Zhiheng Xi; Wei He 024; Yueming Wu 001; Tao Gui; Yang Liu 003; Xuanjing Huang 001 (CoRR, 2023)

DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation. - Zhijie Bao; Wei Chen 088; Shengze Xiao; Kuang Ren; Jiaao Wu; Cheng Zhong; Jiajie Peng; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2023)

SpikeBERT: A Language Spikformer Trained with Two-Stage Knowledge Distillation from BERT. - Changze Lv; Tianlong Li; Jianhan Xu; Chenxi Gu; Zixuan Ling; Cenyuan Zhang; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2023)

The Rise and Potential of Large Language Model Based Agents: A Survey. - Zhiheng Xi; Wenxiang Chen; Xin Guo; Wei He 024; Yiwen Ding; Boyang Hong; Ming Zhang 030; Junzhe Wang; Senjie Jin; Enyu Zhou; Rui Zheng; Xiaoran Fan; et al. (CoRR, 2023)

DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services. - Shengbin Yue; Wei Chen 088; Siyuan Wang; Bingxuan Li; Chenchen Shen; Shujun Liu; Yuxuan Zhou; Yao Xiao; Song Yun; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2023)

SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network. - Tianlong Li; Wenhao Liu; Changze Lv; Jianhan Xu; Cenyuan Zhang; Muling Wu; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2023)

TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models. - Xiao Wang 001; Yuansen Zhang; Tianze Chen; Songyang Gao; Senjie Jin; Xianjun Yang; Zhiheng Xi; Rui Zheng; Yicheng Zou; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2023)

RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification. - Junjie Ye; Jie Zhou 015; Junfeng Tian; Rui Wang 005; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (CoRR, 2023)

Unveiling A Core Linguistic Region in Large Language Models. - Jun Zhao 019; Zhihao Zhang 002; Yide Ma; Qi Zhang 001; Tao Gui; Luhui Gao; Xuanjing Huang 001 (CoRR, 2023)

DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning. - Wei Chen 088; Qiushi Wang; Zefei Long; Xianyin Zhang; Zhongtian Lu; Bingxuan Li; Siyuan Wang; Jiarong Xu; Xiang Bai; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2023)

Tailoring Personality Traits in Large Language Models via Unsupervisedly-Built Personalized Lexicons. - Tianlong Li; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2023)

Making Harmful Behaviors Unlearnable for Large Language Models. - Xin Zhou 012; Yi Lu; Ruotian Ma; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2023)

LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment. - Shihan Dou; Enyu Zhou; Yan Liu 002; Songyang Gao; Jun Zhao 019; Wei Shen; Yuhao Zhou; Zhiheng Xi; Xiao Wang 001; Xiaoran Fan; Shiliang Pu; Jiang Zhu; et al. (CoRR, 2023)

K-ESConv: Knowledge Injection for Emotional Support Dialogue Systems via Prompt Learning. - Wei Chen 088; Gang Zhao; Xiaojin Zhang 002; Xiang Bai; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2023)

A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis. - Jingyi Zhou; Jie Zhou 015; Jiabao Zhao; Siyin Wang; Haijun Shan; Gui Tao; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2023)

A benchmark for automatic medical consultation system: frameworks, tasks and datasets. - Wei Chen 088; Zhiwei Li; Hongyi Fang; Qianyuan Yao; Cheng Zhong; Jianye Hao; Qi Zhang 001; Xuanjing Huang 001; Jiajie Peng; Zhongyu Wei (Bioinform., 2023)

Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. - Jiehang Zeng; Jianhan Xu; Xiaoqing Zheng; Xuanjing Huang 001 (Comput. Linguistics, 2023)

Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation. - Yige Xu 001; Xipeng Qiu; Ligao Zhou; Xuanjing Huang 001 (J. Comput. Sci. Technol., 2023)

Chinese Named Entity Recognition Augmented with Lexicon Memory. - Yi Zhou 018; Xiaoqing Zheng; Xuanjing Huang 001 (J. Comput. Sci. Technol., 2023)

Multi-modal multi-hop interaction network for dialogue response generation. - Jie Zhou 015; Junfeng Tian; Rui Wang 005; Yuanbin Wu; Ming Yan 008; Liang He 001; Xuanjing Huang 001 (Expert Syst. Appl., 2023)

LLMEval: A Preliminary Study on How to Evaluate Large Language Models. - Yue Zhang 004; Ming Zhang 030; Haipeng Yuan; Shichun Liu; Yongyao Shi; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (AAAI, 2024)

Making Harmful Behaviors Unlearnable for Large Language Models. - Xin Zhou 012; Yi Lu; Ruotian Ma; Yujian Wei; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (ACL (Findings), 2024)

StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback. - Shihan Dou; Yan Liu 002; Haoxiang Jia; Enyu Zhou; Limao Xiong; Junjie Shan; Caishuang Huang; Xiao Wang 001; Xiaoran Fan; Zhiheng Xi; Yuhao Zhou; Tao Ji; et al. (ACL (1), 2024)

LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin. - Shihan Dou; Enyu Zhou; Yan Liu 002; Songyang Gao; Wei Shen; Limao Xiong; Yuhao Zhou; Xiao Wang 001; Zhiheng Xi; Xiaoran Fan; Shiliang Pu; Jiang Zhu; et al. (ACL (1), 2024)

EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models. - Mengfei Du; Binhao Wu; Zejun Li; Xuanjing Huang 001; Zhongyu Wei (ACL (Short Papers), 2024)

ALaRM: Align Language Models via Hierarchical Rewards Modeling. - Yuhang Lai; Siyuan Wang; Shujun Liu; Xuanjing Huang 001; Zhongyu Wei (ACL (Findings), 2024)

Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM. - Jingcong Liang; Rong Ye; Meng Han; Ruofei Lai; Xinyu Zhang 018; Xuanjing Huang 001; Zhongyu Wei (ACL (Findings), 2024)

Aligning Large Language Models with Human Preferences through Representation Engineering. - Wenhao Liu; Xiaohua Wang; Muling Wu; Tianlong Li; Changze Lv; Zixuan Ling; Jianhao Zhu; Cenyuan Zhang; Xiaoqing Zheng; Xuanjing Huang 001 (ACL (1), 2024)

Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation. - Xinyi Mou; Zhongyu Wei; Xuanjing Huang 001 (ACL (Findings), 2024)

Navigating the OverKill in Large Language Models. - Chenyu Shi; Xiao Wang 042; Qiming Ge; Songyang Gao; Xianjun Yang; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Xun Zhao; Dahua Lin (ACL (1), 2024)

F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods. - Yu Sun 031; Keyuchen Keyuchen; Shujie Wang; Peiji Li; Qipeng Guo; Hang Yan 001; Xipeng Qiu; Xuanjing Huang 001; Dahua Lin (ACL (1), 2024)

Length Generalization of Causal Transformers without Position Encoding. - Jie Wang 126; Tao Ji; Yuanbin Wu; Hang Yan 001; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Xiaoling Wang 004 (ACL (Findings), 2024)

LLM can Achieve Self-Regulation via Hyperparameter Aware Generation. - Siyin Wang; Shimin Li; Tianxiang Sun; Jinlan Fu; Qinyuan Cheng; Jiasheng Ye; Junjie Ye; Xipeng Qiu; Xuanjing Huang 001 (ACL (Findings), 2024)

Advancing Parameter Efficiency in Fine-tuning via Representation Editing. - Muling Wu; Wenhao Liu; Xiaohua Wang; Tianlong Li; Changze Lv; Zixuan Ling; Jianhao Zhu; Cenyuan Zhang; Xiaoqing Zheng; Xuanjing Huang 001 (ACL (1), 2024)

Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild. - Ting Wu; Jingyi Liu; Rui Zheng; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (ACL (1), 2024)

ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages. - Junjie Ye; Sixian Li; Guanyu Li; Caishuang Huang; Songyang Gao; Yilong Wu; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (ACL (1), 2024)

Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance. - Zhangyue Yin; Qiushi Sun; Qipeng Guo; Zhiyuan Zeng 004; Xiaonan Li; Junqi Dai; Qinyuan Cheng; Xuanjing Huang 001; Xipeng Qiu (ACL (1), 2024)

SoMeLVLM: A Large Vision Language Model for Social Media Processing. - Xinnong Zhang; Haoyu Kuang; Xinyi Mou; Hanjia Lyu; Kun Wu; Siming Chen 001; Jiebo Luo 001; Xuanjing Huang 001; Zhongyu Wei (ACL (Findings), 2024)

Unveiling Linguistic Regions in Large Language Models. - Zhihao Zhang 002; Jun Zhao 019; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (ACL (1), 2024)

DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning. - Mengfei Du; Binhao Wu; Jiwen Zhang; Zhihao Fan; Zejun Li; Ruipu Luo; Xuanjing Huang 001; Zhongyu Wei (LREC/COLING, 2024)

Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization. - Libo Sun; Siyuan Wang; Meng Han; Ruofei Lai; Xinyu Zhang 018; Xuanjing Huang 001; Zhongyu Wei (LREC/COLING, 2024)

Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis. - Siyin Wang; Jie Zhou 015; Qin Chen 001; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (LREC/COLING, 2024)

PASUM: A Pre-training Architecture for Social Media User Modeling Based on Text Graph. - Kun Wu; Xinyi Mou; Lanqing Xue; Zhenzhe Ying; Weiqiang Wang; Qi Zhang 001; Xuanjing Huang 001; Zhongyu Wei (LREC/COLING, 2024)

Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models. - Zhangyue Yin; Qiushi Sun; Qipeng Guo; Zhiyuan Zeng 004; Xiaonan Li; Tianxiang Sun; Cheng Chang; Qinyuan Cheng; Ding Wang; Xiaofeng Mou; Xipeng Qiu; Xuanjing Huang 001 (LREC/COLING, 2024)

RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions. - Yuansen Zhang; Xiao Wang 001; Zhiheng Xi; Han Xia; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (LREC/COLING, 2024)

Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals. - Rui Zheng; Yuhao Zhou; Zhiheng Xi; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (LREC/COLING, 2024)

ORTicket: Let One Robust BERT Ticket Transfer across Different Tasks. - Yuhao Zhou; Wenxiang Chen; Rui Zheng; Zhiheng Xi; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (LREC/COLING, 2024)

LawLLM: Intelligent Legal System with Legal Reasoning and Verifiable Retrieval. - Shengbin Yue; Shujun Liu; Yuxuan Zhou; Chenchen Shen; Siyuan Wang; Yao Xiao; Bingxuan Li; Yun Song; Xiaoyu Shen; Wei Chen 088; Xuanjing Huang 001; Zhongyu Wei (DASFAA (5), 2024)

PDF-to-Tree: Parsing PDF Text Blocks into a Tree. - Yue Zhang 004; Zhihao Zhang 002; Wenbin Lai; Chong Zhang; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2024)

LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration. - Jun Zhao 019; Can Zu; Xu Hao; Yi Lu; Wei He 024; Yiwen Ding; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP, 2024)

Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning. - Lu Chen; Rui Zheng; Binghai Wang; Senjie Jin; Caishuang Huang; Junjie Ye; Zhihao Zhang 002; Yuhao Zhou; Zhiheng Xi; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP, 2024)

Scaling Laws for Fact Memorization of Large Language Models. - Xingyu Lu; Xiaonan Li; Qinyuan Cheng; Kai Ding; Xuanjing Huang 001; Xipeng Qiu (EMNLP (Findings), 2024)

LongHeads: Multi-Head Attention is Secretly a Long Context Processor. - Yi Lu; Xin Zhou 012; Wei He 024; Jun Zhao 019; Tao Ji; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2024)

Searching for Best Practices in Retrieval-Augmented Generation. - Xiaohua Wang; Zhenghua Wang; Xuan Gao; Feiran Zhang; Yixin Wu; Zhibo Xu; Tianyuan Shi; Zhengyuan Wang; Shizheng Li; Qi Qian; Ruicheng Yin; Changze Lv; et al. (EMNLP, 2024)

Reward Modeling Requires Automatic Adjustment Based on Data Quality. - Binghai Wang; Rui Zheng; Lu Chen; Zhiheng Xi; Wei Shen; Yuhao Zhou; Dong Yan; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2024)

Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data. - Han Xia; Songyang Gao; Qiming Ge; Zhiheng Xi; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2024)

RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning. - Junjie Ye; Yilong Wu; Songyang Gao; Caishuang Huang; Sixian Li; Guanyu Li; Xiaoran Fan; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (EMNLP, 2024)

Explicit Memory Learning with Expectation Maximization. - Zhangyue Yin; Qiushi Sun; Qipeng Guo; Zhiyuan Zeng 004; Qinyuan Cheng; Xipeng Qiu; Xuanjing Huang 001 (EMNLP, 2024)

LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement. - Jiahao Ying; Mingbao Lin; Yixin Cao 002; Wei Tang 015; Bo Wang; Qianru Sun; Xuanjing Huang 001; Shuicheng Yan (EMNLP (Findings), 2024)

TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities. - Ming Zhang 030; Caishuang Huang; Yilong Wu; Shichun Liu; Huiyuan Zheng; Yurui Dong; Yujiong Shen; Shihan Dou; Jun Zhao 019; Junjie Ye; Qi Zhang 001; Tao Gui; et al. (EMNLP, 2024)

Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems. - Jun Zhao 019; Jingqi Tong; Yurong Mou; Ming Zhang 030; Qi Zhang 001; Xuanjing Huang 001 (EMNLP, 2024)

Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs. - Xin Zhou 012; Ping Nie; Yiwen Guo; Haojie Wei; Zhanqiu Zhang; Pasquale Minervini; Ruotian Ma; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (EMNLP, 2024)

Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation. - Qin Zhu; Qinyuan Cheng; Runyu Peng; Xiaonan Li; Ru Peng; Tengxiao Liu; Xipeng Qiu; Xuanjing Huang 001 (EMNLP (Findings), 2024)

Promoting Data and Model Privacy in Federated Learning through Quantized LoRA. - Jianhao Zhu; Changze Lv; Xiaohua Wang; Muling Wu; Wenhao Liu; Tianlong Li; Zixuan Ling; Cenyuan Zhang; Xiaoqing Zheng; Xuanjing Huang 001 (EMNLP (Findings), 2024)

A Soft Contrastive Learning-Based Prompt Model for Few-Shot Sentiment Analysis. - Jingyi Zhou; Jie Zhou 015; Jiabao Zhao; Siyin Wang; Haijun Shan; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (ICASSP, 2024)

Improving Generalization of Alignment with Human Preferences through Group Invariant Learning. - Rui Zheng; Wei Shen; Yuan Hua; Wenbin Lai; Shihan Dou; Yuhao Zhou; Zhiheng Xi; Xiao Wang; Haoran Huang; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (ICLR, 2024)

Efficient and Effective Time-Series Forecasting with Spiking Neural Networks. - Changze Lv; Yansen Wang; Dongqi Han; Xiaoqing Zheng; Xuanjing Huang 001; Dongsheng Li 002 (ICML, 2024)

Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning. - Zhiheng Xi; Wenxiang Chen; Boyang Hong; Senjie Jin; Rui Zheng; Wei He 024; Yiwen Ding; Shichun Liu; Xin Guo; Junzhe Wang; Honglin Guo; Wei Shen; et al. (ICML, 2024)

ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks. - Zejun Li; Ye Wang; Mengfei Du; Qingwen Liu 002; Binhao Wu; Jiwen Zhang; Chengxing Zhou; Zhihao Fan; Jie Fu 001; Jingjing Chen 001; Zhongyu Wei; Xuanjing Huang 001 (ACM Multimedia, 2024)

Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models. - Wei He 024; Shichun Liu; Jun Zhao 019; Yiwen Ding; Yi Lu; Zhiheng Xi; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (NAACL-HLT (Findings), 2024)

Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline. - Qi Jia 004; Baoyu Fan; Cong Xu 001; Lu Liu; Liang Jin; Guoguang Du; Zhenhua Guo 003; Yaqian Zhao; Xuanjing Huang 001; Rengang Li (NeurIPS, 2024)

Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators. - Changze Lv; Dongqi Han; Yansen Wang; Xiaoqing Zheng; Xuanjing Huang 001; Dongsheng Li 002 (NeurIPS, 2024)

Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models. - Jiahao Ying; Yixin Cao 002; Yushi Bai; Qianru Sun; Bo Wang; Wei Tang 015; Zhaojun Ding; Yizhe Yang; Xuanjing Huang 001; Shuicheng Yan (NeurIPS, 2024)

Empowering LLMs for Long-Text Information Extraction in Chinese Legal Documents. - Chenchen Shen; Chengwei Ji; Shengbin Yue; Xiaoyu Shen; Yun Song; Xuanjing Huang 001; Zhongyu Wei (NLPCC (1), 2024)

MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models. - Mianxin Liu; Weiguo Hu; Jinru Ding; Jie Xu; Xiaoyang Li; Lifeng Zhu; Zhian Bai; Xiaoming Shi; Benyou Wang; Haitao Song 001; Pengfei Liu 003; Xiaofan Zhang 002; et al. (Big Data Min. Anal., 2024)

ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios. - Junjie Ye; Guanyu Li; Songyang Gao; Caishuang Huang; Yilong Wu; Sixian Li; Xiaoran Fan; Shihan Dou; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (CoRR, 2024)

LLaMA Beyond English: An Empirical Study on Language Capability Transfer. - Jun Zhao 019; Zhihao Zhang 002; Luhui Gao; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (CoRR, 2024)

Secrets of RLHF in Large Language Models Part II: Reward Modeling. - Binghai Wang; Rui Zheng; Lu Chen; Yan Liu 002; Shihan Dou; Caishuang Huang; Wei Shen; Senjie Jin; Enyu Zhou; Chenyu Shi; Songyang Gao; Nuo Xu; et al. (CoRR, 2024)

Open the Pandora's Box of LLMs: Jailbreaking LLMs through Representation Engineering. - Tianlong Li; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2024)

F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods. - Yu Sun 031; Keyu Chen; Shujie Wang; Qipeng Guo; Hang Yan 001; Xipeng Qiu; Xuanjing Huang 001; Dahua Lin (CoRR, 2024)

MouSi: Poly-Visual-Expert Vision-Language Models. - Xiaoran Fan; Tao Ji; Changhao Jiang; Shuo Li; Senjie Jin; Sirui Song; Junke Wang; Boyang Hong; Lu Chen; Guodong Zheng; Ming Zhang 030; Caishuang Huang; et al. (CoRR, 2024)

CauESC: A Causal Aware Model for Emotional Support Conversation. - Wei Chen 088; Hengxu Lin; Qun Zhang; Xiaojin Zhang 002; Xiang Bai; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2024)

StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback. - Shihan Dou; Yan Liu 002; Haoxiang Jia; Limao Xiong; Enyu Zhou; Wei Shen; Junjie Shan; Caishuang Huang; Xiao Wang 001; Xiaoran Fan; Zhiheng Xi; Yuhao Zhou; et al. (CoRR, 2024)

Are Large Language Models Good Prompt Optimizers? - Ruotian Ma; Xiaolei Wang; Xin Zhou 012; Jian Li; Nan Du; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2024)

Advancing Translation Preference Modeling with RLHF: A Step Towards Cost-Effective Solution. - Nuo Xu; Jun Zhao 019; Can Zu; Sixian Li; Lu Chen; Zhihao Zhang 002; Rui Zheng; Shihan Dou; Wenjuan Qin; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2024)

LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration. - Jun Zhao 019; Can Zu; Hao Xu; Yi Lu; Wei He 024; Yiwen Ding; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2024)

On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe. - Ningyu Xu; Qi Zhang 001; Menghan Zhang; Peng Qian; Xuanjing Huang 001 (CoRR, 2024)

LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition. - Junjie Ye; Nuo Xu; Yikun Wang; Jie Zhou 015; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (CoRR, 2024)

CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models. - Huijie Lv; Xiao Wang 001; Yuansen Zhang; Caishuang Huang; Shihan Dou; Junjie Ye; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2024)

Debatrix: Multi-dimensinal Debate Judge with Iterative Chronological Analysis Based on LLM. - Jingcong Liang; Rong Ye; Meng Han; Ruofei Lai; Xinyu Zhang 018; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2024)

Decoding Continuous Character-based Language from Non-invasive Brain Recordings. - Cenyuan Zhang; Xiaoqing Zheng; Ruicheng Yin; Shujie Geng; Jianhan Xu; Xuan Gao; Changze Lv; Zixuan Ling; Xuanjing Huang 001; Miao Cao; Jianfeng Feng (CoRR, 2024)

EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models. - Weikang Zhou; Xiao Wang 001; Limao Xiong; Han Xia; Yingshuang Gu; Mingxu Chai; Fukang Zhu; Caishuang Huang; Shihan Dou; Zhiheng Xi; Rui Zheng; Songyang Gao; et al. (CoRR, 2024)

MetaRM: Shifted Distributions Alignment via Meta-Learning. - Shihan Dou; Yan Liu 002; Enyu Zhou; Tianlong Li; Haoxiang Jia; Limao Xiong; Xin Zhao; Junjie Ye; Rui Zheng; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2024)

Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning. - Jun Zhao 019; Jingqi Tong; Yurong Mou; Ming Zhang 030; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2024)

AgentGym: Evolving Large Language Model-based Agents across Diverse Environments. - Zhiheng Xi; Yiwen Ding; Wenxiang Chen; Boyang Hong; Honglin Guo; Junzhe Wang; Dingwen Yang; Chenyang Liao; Xin Guo; Wei He 024; Songyang Gao; Lu Chen; et al. (CoRR, 2024)

Toward Optimal LLM Alignments Using Two-Player Games. - Rui Zheng; Hongyi Guo; Zhihan Liu; Xiaoying Zhang; Yuanshun Yao; Xiaojun Xu; Zhaoran Wang 001; Zhiheng Xi; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Hang Li 001; et al. (CoRR, 2024)

SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model. - Yongting Zhang; Lu Chen; Guodong Zheng; Yifeng Gao; Rui Zheng; Jinlan Fu; Zhenfei Yin; Senjie Jin; Yu Qiao 001; Xuanjing Huang 001; Feng Zhao 004; Tao Gui; et al. (CoRR, 2024)

Overview of the CAIL 2023 Argument Mining Track. - Jingcong Liang; Junlong Wang; Xinyu Zhai; Yungui Zhuang; Yiyang Zheng; Xin Xu; Xiandong Ran; Xiaozheng Dong; Honghui Rong; Yanlun Liu; Hao Chen; Yuhan Wei; et al. (CoRR, 2024)

Cross-Modality Safety Alignment. - Siyin Wang; Xingsong Ye; Qinyuan Cheng; Junwen Duan; Shimin Li; Jinlan Fu; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2024)

SafeAligner: Safety Alignment against Jailbreak Attacks via Response Disparity Guidance. - Caishuang Huang; Wanxu Zhao; Rui Zheng; Huijie Lv; Shihan Dou; Sixian Li; Xiao Wang 042; Enyu Zhou; Junjie Ye; Yuming Yang; Tao Gui; Qi Zhang 001; et al. (CoRR, 2024)

LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement. - Jiahao Ying; Mingbao Lin; Yixin Cao 006; Wei Tang 015; Bo Wang; Qianru Sun; Xuanjing Huang 001; Shuicheng Yan (CoRR, 2024)

Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement. - Zisu Huang; Xiaohua Wang; Feiran Zhang; Zhibo Xu; Cenyuan Zhang; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2024)

What's Wrong with Your Code Generated by Large Language Models? An Extensive Study. - Shihan Dou; Haoxiang Jia; Shenxi Wu; Huiyuan Zheng; Weikang Zhou; Muling Wu; Mingxu Chai; Jessica Fan; Caishuang Huang; Yunbo Tao; Yan Liu 002; Enyu Zhou; et al. (CoRR, 2024)

Case2Code: Learning Inductive Reasoning with Synthetic Data. - Yunfan Shao; Linyang Li; Yichuan Ma; Peiji Li; Demin Song; Qinyuan Cheng; Shimin Li; Xiaonan Li; Pengyu Wang 006; Qipeng Guo; Hang Yan 001; Xipeng Qiu; et al. (CoRR, 2024)

Overview of AI-Debater 2023: The Challenges of Argument Generation Tasks. - Jiayu Lin; Guanrong Chen; Bojun Jin; Chenyang Li; Shutong Jia; Wancong Lin; Yang Sun; Yuhang He; Caihua Yang; Jianzhu Bao; Jipeng Wu; Wen Su; et al. (CoRR, 2024)

Identity-Driven Hierarchical Role-Playing Agents. - Libo Sun; Siyuan Wang; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2024)

DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels. - Zhe Xu; Jiasheng Ye; Xiangyang Liu; Tianxiang Sun; Xiaoran Liu; Qipeng Guo; Linlin Li 001; Qun Liu 001; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2024)

Empirical Insights on Fine-Tuning Large Language Models for Question-Answering. - Junjie Ye; Yuming Yang; Qi Zhang 001; Tao Gui; Xuanjing Huang 001; Peng Wang 095; Zhongchao Shi; Jianping Fan 007 (CoRR, 2024)

Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing. - Wenhao Liu; Siyu An; Junru Lu; Muling Wu; Tianlong Li; Xiaohua Wang; Xiaoqing Zheng; Di Yin; Xing Sun 001; Xuanjing Huang 001 (CoRR, 2024)

Distill Visual Chart Reasoning Ability from LLMs to MLLMs. - Wei He 024; Zhiheng Xi; Wanxu Zhao; Xiaoran Fan; Yiwen Ding; Zifei Shan; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2024)

Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders. - Zhengfu He; Wentao Shu; Xuyang Ge; Lingjie Chen; Junxuan Wang; Yunhua Zhou; Frances Liu; Qipeng Guo; Xuanjing Huang 001; Zuxuan Wu; Yu-Gang Jiang 001; Xipeng Qiu (CoRR, 2024)

ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents. - Xinnong Zhang; Jiayu Lin; Libo Sun; Weihong Qi; Yihang Yang; Yue Chen; Hanjia Lyu; Xinyi Mou; Siming Chen 001; Jiebo Luo 001; Xuanjing Huang 001; Shiping Tang; et al. (CoRR, 2024)

Multi-Programming Language Sandbox for LLMs. - Shihan Dou; Jiazheng Zhang; Jianxiang Zang; Yunbo Tao; Haoxiang Jia; Shichun Liu; Yuming Yang; Shenxi Wu; Shaoqing Zhang; Muling Wu; Changze Lv; Limao Xiong; et al. (CoRR, 2024)

Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling. - Yiwen Ding; Zhiheng Xi; Wei He 024; Zhuoyuan Li; Yitao Zhai; Xiaowei Shi; Xunliang Cai; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2024)

LongSafetyBench: Long-Context LLMs Struggle with Safety Issues. - Mianqiu Huang; Xiaoran Liu; Shaojun Zhou; Mozhi Zhang; Chenkun Tan; Pengyu Wang 006; Qipeng Guo; Zhe Xu; Linyang Li; Zhikai Lei; Linlin Li 001; Qun Liu 001; et al. (CoRR, 2024)

PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation. - Zhijie Bao; Qingyun Liu 012; Ying Guo; Zhengqiang Ye; Jun Shen; Shirong Xie; Jiajie Peng; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2024)

Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision. - Zhiheng Xi; Dingwen Yang; Jixuan Huang; Jiafu Tang; Guanyu Li; Yiwen Ding; Wei He 024; Boyang Hong; Shihan Dou; Wenyu Zhan; Xiao Wang 001; Rui Zheng; et al. (CoRR, 2024)

ObjectRelator: Enabling Cross-View Object Relation Understanding in Ego-Centric and Exo-Centric Videos. - Yuqian Fu; Runze Wang; Yanwei Fu 001; Danda Pani Paudel; Xuanjing Huang 001; Luc Van Gool (CoRR, 2024)

From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents. - Xinyi Mou; Xuanwen Ding; Qi He; Liang Wang; Jingcong Liang; Xinnong Zhang; Libo Sun; Jiayu Lin; Jie Zhou; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2024)

EvoWiki: Evaluating LLMs on Evolving Knowledge. - Wei Tang 015; Yixin Cao 002; Yang Deng 002; Jiahao Ying; Bo Wang; Yizhe Yang; Yuyue Zhao; Qi Zhang 001; Xuanjing Huang 001; Yu-Gang Jiang 001; Yong Liao (CoRR, 2024)

Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective. - Zhiyuan Zeng 004; Qinyuan Cheng; Zhangyue Yin; Bo Wang 084; Shimin Li; Yunhua Zhou; Qipeng Guo; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2024)

TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use. - Junjie Ye; Yilong Wu; Sixian Li; Yuming Yang; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Peng Wang 095; Zhongchao Shi; Jianping Fan 007; Zhengyin Du (CoRR, 2024)

Deep learning prediction of glycopeptide tandem mass spectra powers glycoproteomics. - Yu Zong; Yuxin Wang 005; Xipeng Qiu; Xuanjing Huang 001; Liang Qiao 001 (Nat. Mac. Intell., 2024)

CausalABSC: Causal Inference for Aspect Debiasing in Aspect-Based Sentiment Classification. - Jie Zhou 015; Yuanbiao Lin; Qin Chen 001; Qi Zhang 001; Xuanjing Huang 001; Liang He 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

MOSS: An Open Conversational Large Language Model. - Tianxiang Sun; Xiaotian Zhang; Zhengfu He; Peng Li; Qinyuan Cheng; Xiangyang Liu; Hang Yan 001; Yunfan Shao; Qiong Tang; Shiduo Zhang; Xingjian Zhao; Ke Chen; et al. (Mach. Intell. Res., 2024)

Correction to: MOSS: An Open Conversational Large Language Model. - Tianxiang Sun; Xiaotian Zhang; Zhengfu He; Peng Li; Qinyuan Cheng; Xiangyang Liu; Hang Yan 001; Yunfan Shao; Qiong Tang; Shiduo Zhang; Xingjian Zhao; Ke Chen; et al. (Mach. Intell. Res., 2024)

Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning. - Shihan Dou; Yan Liu 002; Enyu Zhou; Songyang Gao; Tianlong Li; Limao Xiong; Xin Zhao; Haoxiang Jia; Junjie Ye; Rui Zheng; Tao Gui; Qi Zhang 001; et al. (AAAI, 2025)

COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism. - Jianing He; Qi Zhang 020; Hongyun Zhang; Xuanjing Huang 001; Usman Naseem; Duoqian Miao 001 (AAAI, 2025)

Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks. - Shengbin Yue; Siyuan Wang; Wei Chen 088; Xuanjing Huang 001; Zhongyu Wei (AAAI, 2025)

EvoWiki: Evaluating LLMs on Evolving Knowledge. - Wei Tang 015; Yixin Cao 006; Yang Deng 002; Jiahao Ying; Bo Wang; Yizhe Yang; Yuyue Zhao; Qi Zhang 001; Xuanjing Huang 001; Yu-Gang Jiang 001; Yong Liao (ACL (1), 2025)

Better Process Supervision with Bi-directional Rewarding Signals. - Wenxiang Chen; Wei He 024; Zhiheng Xi; Honglin Guo; Boyang Hong; Jiazheng Zhang; Nijun Li; Tao Gui; Yun Li; Qi Zhang 001; Xuanjing Huang 001 (ACL (Findings), 2025)

Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling. - Shihan Dou; Jiayi Chen; Chenhao Huang; Feng Chen 042; Wei Chengzhi; Huiyuan Zheng; Shichun Liu; Yan Liu 002; Chenxiao Liu; Chao Xin; Lin Yan; Zongzhang Zhang; et al. (ACL (1), 2025)

VLSBench: Unveiling Visual Leakage in Multimodal Safety. - Xuhao Hu; Dongrui Liu; Hao Li; Xuanjing Huang 001; Jing Shao (ACL (1), 2025)

Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing. - Wenhao Liu; Siyu An; Junru Lu; Muling Wu; Tianlong Li; Xiaohua Wang; Changze Lv; Xiaoqing Zheng; Di Yin; Xing Sun 001; Xuanjing Huang 001 (ACL (Findings), 2025)

HAF-RM: A Hybrid Alignment Framework for Reward Model Training. - Shujun Liu; Xiaoyu Shen; Yuhang Lai; Siyuan Wang; Shengbin Yue; Zengfeng Huang; Xuanjing Huang 001; Zhongyu Wei (ACL (1), 2025)

TripTailor: A Real-World Benchmark for Personalized Travel Planning. - Kaimin Wang; Yuanzhe Shen; Changze Lv; Xiaoqing Zheng; Xuanjing Huang 001 (ACL (Findings), 2025)

Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference. - Siyuan Wang; Dianyi Wang; Chengxing Zhou; Zejun Li; Zhihao Fan; Xuanjing Huang 001; Zhongyu Wei (ACL (1), 2025)

AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments. - Zhiheng Xi; Yiwen Ding; Wenxiang Chen; Boyang Hong; Honglin Guo; Junzhe Wang; Xin Guo; Dingwen Yang; Chenyang Liao; Wei He 024; Songyang Gao; Lu Chen; et al. (ACL (1), 2025)

Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric. - Yuming Yang; Yang Nan; Junjie Ye; Shihan Dou; Xiao Wang; Shuo Li; Huijie Lv; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (ACL (1), 2025)

ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use. - Junjie Ye; Zhengyin Du; Xuesong Yao; Weijian Lin; Yufei Xu; Zehui Chen; Zaiyuan Wang; Sining Zhu; Zhiheng Xi; Siyu Yuan; Tao Gui; Qi Zhang 001; et al. (ACL (1), 2025)

Improving Continual Pre-training Through Seamless Data Packing. - Ruicheng Yin; Xuan Gao; Changze Lv; Xiaohua Wang; Xiaoqing Zheng; Xuanjing Huang 001 (ACL (Findings), 2025)

Dynamic and Generalizable Process Reward Modeling. - Zhangyue Yin; Qiushi Sun; Zhiyuan Zeng 004; Qinyuan Cheng; Xipeng Qiu; Xuanjing Huang 001 (ACL (1), 2025)

PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts. - Ming Zhang 030; Yuhui Wang; Yujiong Shen; Tingyi Yang; Changhao Jiang; Yilong Wu; Shihan Dou; Qinhao Chen; Zhiheng Xi; Zhihao Zhang 002; Yi Dong; Zhen Wang 020; et al. (ACL (Findings), 2025)

Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners. - Yuxin Wang 005; Botian Jiang; Yiran Guo; Quan Gan; David Wipf; Xuanjing Huang 001; Xipeng Qiu (AISTATS, 2025)

Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective. - Tianlong Li; Zhenghua Wang; Wenhao Liu; Muling Wu; Shihan Dou; Changze Lv; Xiaohua Wang; Xiaoqing Zheng; Xuanjing Huang 001 (COLING, 2025)

AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models. - Xiawei Liu; Shiyue Yang; Xinnong Zhang; Haoyu Kuang; Libo Sun; Yihang Yang; Siming Chen 001; Xuanjing Huang 001; Zhongyu Wei (COLING (Demonstrations), 2025)

Case2Code: Scalable Synthetic Data for Code Generation. - Yunfan Shao; Linyang Li; Yichuan Ma; Peiji Li; Demin Song; Qinyuan Cheng; Shimin Li; Xiaonan Li; Pengyu Wang 006; Qipeng Guo; Hang Yan 001; Xipeng Qiu; et al. (COLING, 2025)

Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation. - Siyuan Wang; Zhuohan Long; Zhihao Fan; Xuanjing Huang 001; Zhongyu Wei (COLING, 2025)

Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition. - Yuming Yang; Wantong Zhao; Caishuang Huang; Junjie Ye; Xiao Wang; Huiyuan Zheng; Yang Nan; Yuran Wang; Xueying Xu; Kaixin Huang; Yunke Zhang; Tao Gui; et al. (COLING, 2025)

ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios. - Junjie Ye; Guanyu Li; Songyang Gao; Caishuang Huang; Yilong Wu; Sixian Li; Xiaoran Fan; Shihan Dou; Tao Ji; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (COLING, 2025)

SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models. - Yongting Zhang; Lu Chen; Guodong Zheng; Yifeng Gao; Rui Zheng; Jinlan Fu; Zhenfei Yin; Senjie Jin; Yu Qiao 001; Xuanjing Huang 001; Feng Zhao 004; Tao Gui; et al. (CVPR, 2025)

Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs. - Shuo Li; Tao Ji; Xiaoran Fan; Linsheng Lu; Leyi Yang; Yuming Yang; Zhiheng Xi; Rui Zheng; Yuran Wang; Xiaohui Zhao; Tao Gui; Qi Zhang 001; et al. (ICLR, 2025)

RMB: Comprehensively benchmarking reward models in LLM alignment. - Enyu Zhou; Guodong Zheng; Binghai Wang; Zhiheng Xi; Shihan Dou; Rong Bao; Wei Shen; Limao Xiong; Jessica Fan; Yurong Mou; Rui Zheng; Tao Gui; et al. (ICLR, 2025)

SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation. - Zhijie Bao; Qingyun Liu 012; Xuanjing Huang 001; Zhongyu Wei (NAACL (Findings), 2025)

Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling. - Yiwen Ding; Zhiheng Xi; Wei He 024; Lizhuoyuan Lizhuoyuan; Yitao Zhai; Shi Xiaowei; Xunliang Cai; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (NAACL (Long Papers), 2025)

VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models. - Zejun Li; Ruipu Luo; Jiwen Zhang; Minghui Qiu; Xuanjing Huang 001; Zhongyu Wei (NAACL (Long Papers), 2025)

AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios. - Xinyi Mou; Jingcong Liang; Jiayu Lin; Xinnong Zhang; Xiawei Liu; Shiyue Yang; Rong Ye; Lei Chen; Haoyu Kuang; Xuanjing Huang 001; Zhongyu Wei (NAACL (Long Papers), 2025)

Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction. - ShengbinYue ShengbinYue; Ting Huang; Zheng Jia; Siyuan Wang; Shujun Liu; Yun Song; Xuanjing Huang 001; Zhongyu Wei (NAACL (Findings), 2025)

Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models. - Siyin Wang; Xingsong Ye; Qinyuan Cheng; Junwen Duan; Shimin Li; Jinlan Fu; Xipeng Qiu; Xuanjing Huang 001 (NAACL (Findings), 2025)

The rise and potential of large language model based agents: a survey. - Zhiheng Xi; Wenxiang Chen; Xin Guo; Wei He 024; Yiwen Ding; Boyang Hong; Ming Zhang 030; Junzhe Wang; Senjie Jin; Enyu Zhou; Rui Zheng; Xiaoran Fan; et al. (Sci. China Inf. Sci., 2025)

SpikeCLIP: A contrastive language-image pretrained spiking neural network. - Changze Lv; Tianlong Li; Wenhao Liu; Yufei Gu; Jianhan Xu; Cenyuan Zhang; Muling Wu; Xiaoqing Zheng; Xuanjing Huang 001 (Neural Networks, 2025)

Dendritic Localized Learning: Toward Biologically Plausible Algorithm. - Changze Lv; Jingwen Xu; Yiyang Lu; Xiaohua Wang; Zhenghua Wang; Zhibo Xu; Di Yu; Xin Du; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2025)

Human-like conceptual representations emerge from language prediction. - Ningyu Xu; Qi Zhang 001; Chao Du; Qiang Luo; Xipeng Qiu; Xuanjing Huang 001; Menghan Zhang (CoRR, 2025)

Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework. - Yuhong Sun; Zhangyue Yin; Xuanjing Huang 001; Xipeng Qiu; Hui Zhao (CoRR, 2025)

Toward Relative Positional Encoding in Spiking Transformers. - Changze Lv; Yansen Wang; Dongqi Han; Yifei Shen; Xiaoqing Zheng; Xuanjing Huang 001; Dongsheng Li 002 (CoRR, 2025)

Efficient Link Prediction via GNN Layers Induced by Negative Sampling. - Yuxin Wang 005; Xiannian Hu; Quan Gan; Xuanjing Huang 001; Xipeng Qiu; David Wipf (IEEE Trans. Knowl. Data Eng., 2025)

Predicting Large Language Model Capabilities on Closed-Book QA Tasks Using Only Information Available Prior to Training. - Changhao Jiang; Ming Zhang 030; Junjie Ye; Xiaoran Fan; Yifei Cao; Jiajun Sun; Zhiheng Xi; Shihan Dou; Yi Dong; Yujiong Shen; Jingqi Tong; Zhen Wang 020; et al. (CoRR, 2025)

Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction. - Shengbin Yue; Ting Huang; Zheng Jia; Siyuan Wang; Shujun Liu; Yun Song; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2025)

Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models. - Xin Zhou 012; Yiwen Guo; Ruotian Ma; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2025)

How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation. - Zhuohan Long; Siyuan Wang; Shujun Liu; Yuhang Lai; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2025)

AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models. - Qin Zhu; Fei Huang 005; Runyu Peng; Keming Lu; Bowen Yu 002; Qinyuan Cheng; Xipeng Qiu; Xuanjing Huang 001; Junyang Lin (CoRR, 2025)

Thus Spake Long-Context Large Language Model. - Xiaoran Liu; Ruixiao Li; Mianqiu Huang; Zhigeng Liu; Yuerong Song; Qipeng Guo; Siyang He; Qiqi Wang 014; Linlin Li 001; Qun Liu 001; Yaqian Zhou 001; Xuanjing Huang 001; et al. (CoRR, 2025)

Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric. - Yuming Yang; Yang Nan; Junjie Ye; Shihan Dou; Xiao Wang; Shuo Li; Huijie Lv; Mingqi Wu; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2025)

Detecting Essence Code Clones via Information Theoretic Analysis. - Lida Zhao; Shihan Dou; Yutao Hu; Yueming Wu 004; Jiahui Wu; Chengwei Liu; Lyuye Zhang; Yi Liu 069; Jun Sun 001; Xuanjing Huang 001; Yang Liu 003 (CoRR, 2025)

EliteKV: Scalable KV Cache Compression via RoPE Frequency Selection and Joint Low-Rank Projection. - Yuhao Zhou; Sirui Song; Boyang Liu; Zhiheng Xi; Senjie Jin; Xiaoran Fan; Zhihao Zhang 002; Wei Li; Xuanjing Huang 001 (CoRR, 2025)

Layer-Specific Scaling of Positional Encodings for Superior Long-Context Modeling. - Zhenghua Wang; Yiran Ding; Changze Lv; Zhibo Xu; Tianlong Li; Tianyuan Shi; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2025)

Better Process Supervision with Bi-directional Rewarding Signals. - Wenxiang Chen; Wei He 024; Zhiheng Xi; Honglin Guo; Boyang Hong; Jiazheng Zhang; Rui Zheng; Nijun Li; Tao Gui; Yun Li; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2025)

Explainable Synthetic Image Detection through Diffusion Timestep Ensembling. - Yixin Wu; Feiran Zhang; Tianyuan Shi; Ruicheng Yin; Zhenghua Wang; Zhenliang Gan; Xiaohua Wang; Changze Lv; Xiaoqing Zheng; Xuanjing Huang 001 (CoRR, 2025)

Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations. - Shuo Li; Jiajun Sun; Guodong Zheng; Xiaoran Fan; Yujiong Shen; Yi Lu; Zhiheng Xi; Yuming Yang; Wenming Tan; Tao Ji; Tao Gui; Qi Zhang 001; et al. (CoRR, 2025)

FamilyTool: A Multi-hop Personalized Tool Use Benchmark. - Yuxin Wang 005; Yiran Guo; Yining Zheng; Zhangyue Yin; Shuo Chen; Jie Yang; Jiajun Chen; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2025)

Revisiting LLM Evaluation through Mechanism Interpretability: a New Metric and Model Utility Law. - Yixin Cao 002; Jiahao Ying; Yaoning Wang; Xipeng Qiu; Xuanjing Huang 001; Yu-Gang Jiang 001 (CoRR, 2025)

SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users. - Xinnong Zhang; Jiayu Lin; Xinyi Mou; Shiyue Yang; Xiawei Liu; Libo Sun; Hanjia Lyu; Yihang Yang; Weihong Qi; Yue Chen; Guanying Li; Ling Yan; et al. (CoRR, 2025)

Improving RL Exploration for LLM Reasoning through Retrospective Replay. - Shihan Dou; Muling Wu; Jingwen Xu; Rui Zheng; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2025)

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks. - Yixin Cao 002; Shibo Hong; Xinze Li; Jiahao Ying; Yubo Ma; Haiyuan Liang; Yantao Liu; Zijun Yao 002; Xiaozhi Wang; Dan Huang; Wenxuan Zhang 001; Lifu Huang; et al. (CoRR, 2025)

Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation. - Yi Lu; Wanxu Zhao; Xin Zhou 012; Chenxin An; Chenglong Wang; Shuo Li; Yuming Yang; Jun Zhao 019; Tao Ji; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2025)

EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation. - Xinyi Mou; Chen Qian; Wei Liu; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2025)

A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models. - Junjie Ye; Caishuang Huang; Zhuohan Chen; Wenjie Fu 013; Chenyuan Yang; Leyi Yang; Yilong Wu; Peng Wang 095; Meng Zhou; Xiaolong Yang; Tao Gui; Qi Zhang 001; et al. (CoRR, 2025)

WorldPM: Scaling Human Preference Modeling. - Binghai Wang; Runji Lin; Keming Lu; Le Yu; Zhenru Zhang; Fei Huang 005; Chujie Zheng; Kai Dang; Yang Fan; Xingzhang Ren; An Yang; Binyuan Hui; et al. (CoRR, 2025)

Code2Logic: Game-Code-Driven Data Synthesis for Enhancing VLMs General Reasoning. - Jingqi Tong; Jixin Tang; Hangcheng Li; Yurong Mou; Ming Zhang 030; Jun Zhao 019; Yanbo Wen; Fan Song; Jiahao Zhan; Yuyang Lu; Chaoran Tao; Zhiyuan Guo; et al. (CoRR, 2025)

Compression Hacking: A Supplementary Perspective on Informatics Metric of Language Models from Geometric Distortion. - Jianxiang Zang; Meiling Ning; Yongda Wei; Shihan Dou; Jiazheng Zhang; Nijia Mo; Binhong Li; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2025)

MLLMs are Deeply Affected by Modality Bias. - Xu Zheng 002; Chenfei Liao; Yuqian Fu; Kaiyu Lei; Yuanhuiyi Lyu; Lutao Jiang; Bin Ren; Jialei Chen 001; Jiawen Wang; Chengxin Li; Linfeng Zhang 001; Danda Pani Paudel; et al. (CoRR, 2025)

RECAST: Strengthening LLMs' Complex Instruction Following with Constraint-Verifiable Data. - Wenhao Liu; Zhengkang Guo; Mingchen Xie; Jingwen Xu; Zisu Huang; Muzhao Tian; Jianhan Xu; Muling Wu; Xiaohua Wang; Changze Lv; He-Da Wang; Hu Yao; et al. (CoRR, 2025)

EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving. - Shihan Dou; Ming Zhang 030; Chenhao Huang; Jiayi Chen; Feng Chen 042; Shichun Liu; Yan Liu 002; Chenxiao Liu; Cheng Zhong; Zongzhang Zhang; Tao Gui; Chao Xin; et al. (CoRR, 2025)

Large Processor Chip Model. - Kaiyan Chang; Mingzhi Chen; Yunji Chen; Zhirong Chen; Dongrui Fan; Junfeng Gong; Nan Guo; Yinhe Han 001; Qinfen Hao; Shuo Hou; Xuanjing Huang 001; Pengwei Jin; et al. (CoRR, 2025)

Progressive Mastery: Customized Curriculum Learning with Guided Prompting for Mathematical Reasoning. - Muling Wu; Qi Qian; Wenhao Liu; Xiaohua Wang; Zisu Huang; Di Liang; LI Miao; Shihan Dou; Changze Lv; Zhenghua Wang; Zhibo Xu; Lina Chen; et al. (CoRR, 2025)

LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation. - Ming Zhang 030; Yujiong Shen; Zelin Li; Huayu Sha; Binze Hu; Yuhui Wang; Chenhao Huang; Shichun Liu; Jingqi Tong; Changhao Jiang; Mingxu Chai; Zhiheng Xi; et al. (CoRR, 2025)

RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation. - Tianjiao Li; Mengran Yu; Chenyu Shi; Yanjun Zhao; Xiaojing Liu; Qiang Zhang; Qi Zhang 020; Xuanjing Huang 001; Jiayin Wang (CoRR, 2025)

Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection. - Yu Li; Xingyu Qiu; Yuqian Fu; Jie Chen; Tianwen Qian; Xu Zheng 002; Danda Pani Paudel; Yanwei Fu 001; Xuanjing Huang 001; Luc Van Gool; Yu-Gang Jiang 001 (CoRR, 2025)

Speech-Language Models with Decoupled Tokenizers and Multi-Token Prediction. - Xiaoran Fan; Zhichao Sun; Yangfan Gao; Jingfei Xiong; Hang Yan 001; Yifei Cao; Jiajun Sun; Shuo Li; Zhihao Zhang 002; Zhiheng Xi; Yuhao Zhou; Senjie Jin; et al. (CoRR, 2025)

Reinforcement Fine-Tuning Enables MLLMs Learning Novel Tasks Stably. - Zhihao Zhang 002; Qiaole Dong; Qi Zhang 001; Jun Zhao 019; Enyu Zhou; Zhiheng Xi; Senjie Jin; Xiaoran Fan; Yuhao Zhou; Yanwei Fu 001; Tao Ji; Tao Gui; et al. (CoRR, 2025)

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset. - Zhiheng Xi; Guanyu Li; Yutao Fan; Honglin Guo; Yufang Liu; Xiaoran Fan; Jiaqi Liu; Jingchao Ding; Wangmeng Zuo; Zhenfei Yin; Lei Bai 001; Tao Ji; et al. (CoRR, 2025)

Pre-Trained Policy Discriminators are General Reward Models. - Shihan Dou; Shichun Liu; Yuming Yang; Yicheng Zou; Yunhua Zhou; Shuhao Xing; Chenhao Huang; Qiming Ge; Demin Song; Haijun Lv; Songyang Gao; Chengqi Lv; et al. (CoRR, 2025)

SpeechRole: A Large-Scale Dataset and Benchmark for Evaluating Speech Role-Playing Agents. - Changhao Jiang; Jiajun Sun; Yifei Cao; Jiabao Zhuang; Hui Li; Xiaoran Fan; Ming Zhang 030; Junjie Ye; Shihan Dou; Zhiheng Xi; Jingqi Tong; Yilong Wu; et al. (CoRR, 2025)

Mitigating Attention Hacking in Preference-Based Reward Modeling via Interaction Distillation. - Jianxiang Zang; Meiling Ning; Shihan Dou; Jiazheng Zhang; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2025)

MagicGUI: A Foundational Mobile GUI Agent with Scalable Data Pipeline and Reinforcement Fine-tuning. - Liujian Tang; Shaokang Dong; Yijia Huang; Minqi Xiang; Hongtao Ruan; Bin Wang; Shuo Li; Zhiheng Xi; Zhihui Cao; Hailiang Pang; Heng Kong; He Yang; et al. (CoRR, 2025)

LLMEval-3: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models. - Ming Zhang 030; Yujiong Shen; Jingyi Deng; Yuhui Wang; Yue Zhang 004; Junzhe Wang; Shichun Liu; Shihan Dou; Huayu Sha; Qiyuan Peng; Changhao Jiang; Jingqi Tong; et al. (CoRR, 2025)

Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments. - Junjie Ye; Changhao Jiang; Zhengyin Du; Yufei Xu; Xuesong Yao; Zhiheng Xi; Xiaoran Fan; Qi Zhang 001; Xuanjing Huang 001; Jiecao Chen (CoRR, 2025)

MoIIE: Mixture of Intra- and Inter-Modality Experts for Large Vision Language Models. - Dianyi Wang; Siyuan Wang; Zejun Li; Yikun Wang; Yitong Li; Duyu Tang; Xiaoyu Shen; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2025)