PENS: A Machine-aided English Writing System for Chinese Users. - Ting Liu 001; Ming Zhou 001; Jianfeng Gao 001; Endong Xun; Changning Huang (ACL, 2000)

A New Chinese Natural Language Understanding Architecture Based on Multilayer Search Mechanism. - Wanxiang Che; Ting Liu 001; Sheng Li 003 (SIGHAN@ACL, 2004)

Aligning Bilingual Corpora Using Sentences Location Information. - Weigang Li 003; Ting Liu 001; Zhen Wang; Sheng Li 003 (SIGHAN@ACL, 2004)

Combining Neural Networks and Statistics for Chinese Word Sense Disambiguation. - Zhimao Lu; Ting Liu 001; Sheng Li 003 (SIGHAN@ACL, 2004)

Combining Sentence Length with Location Information to Align Monolingual Parallel Texts. - Weigang Li 003; Ting Liu 001; Sheng Li 003 (AIRS, 2004)

Modifying Spectral Envelope to Synthetically Adjust Voice Quality and Articulation Parameters for Emotional Speech Synthesis. - Yanqiu Shao; Zhuoran Wang; Jiqing Han 001; Ting Liu 001 (ACII, 2005)

Automated Generalization of Phrasal Paraphrases from the Web. - Weigang Li 003; Ting Liu 001; Yu Zhang 030; Sheng Li 003; Wei He 014 (IWP@IJCNLP, 2005)

Chinese Word Segmentation with Multiple Postprocessors in HIT-IRLab. - Huipeng Zhang; Ting Liu 001; Jinshan Ma; Xiantao Liao (SIGHAN@IJCNLP 2005, 2005)

Semantic Role Labeling System Using Maximum Entropy Classifier. - Ting Liu 001; Wanxiang Che; Sheng Li 003; Yuxuan Hu 001; Huaijun Liu (CoNLL, 2005)

Improved-Edit-Distance Kernel for Chinese Relation Extraction. - Wanxiang Che; Jianmin Jiang; Zhong Su; Yue Pan; Ting Liu 001 (IJCNLP (companion), 2005)

Chinese Unknown Word Identification Based on Local Bigram Model. - Zhuoran Wang; Ting Liu 001 (Int. J. Comput. Process. Orient. Lang., 2005)

A Hybrid Convolution Tree Kernel for Semantic Role Labeling. - Wanxiang Che; Min Zhang 005; Ting Liu 001; Sheng Li 003 (ACL, 2006)

An Equivalent Pseudoword Solution to Chinese Word Sense Disambiguation. - Zhimao Lu; Haifeng Wang 001; Jian-Min Yao; Ting Liu 001; Sheng Li 003 (ACL, 2006)

Word Sense Language Model for Information Retrieval. - Liqi Gao; Yu Zhang 030; Ting Liu 001; Guiping Liu (AIRS, 2006)

Web Mining for Lexical Context-Specific Paraphrasing. - Shiqi Zhao; Ting Liu 001; Xincheng Yuan; Sheng Li 003; Yu Zhang 030 (AIRS, 2006)

Dependency Parsing Based on Dynamic Local Optimization. - Ting Liu 001; Jinshan Ma; Huijia Zhu; Sheng Li 003 (CoNLL, 2006)

Building a Dependency Treebank for Improving Chinese Parser. - Ting Liu 001; Jinshan Ma; Sheng Li 003 (J. Chin. Lang. Comput., 2006)

A Grammar-driven Convolution Tree Kernel for Semantic Role Classification. - Min Zhang 005; Wanxiang Che; AiTi Aw; Chew Lim Tan; Guodong Zhou; Ting Liu 001; Sheng Li 003 (ACL, 2007)

Automatic Acquisition of Context-Specific Lexical Paraphrases. - Shiqi Zhao; Ting Liu 001; Xincheng Yuan; Sheng Li 003; Yu Zhang 030 (IJCAI, 2007)

Learning Question Paraphrases for QA from Encarta Logs. - Shiqi Zhao; Ming Zhou 001; Ting Liu 001 (IJCAI, 2007)

HIT-IR-WSD: A WSD System for English Lexical Sample Task. - Yuhang Guo 001; Wanxiang Che; Yuxuan Hu 001; Wei Zhang 057; Ting Liu 001 (SemEval@ACL, 2007)

HIT: Web based Scoring Method for English Lexical Substitution. - Shiqi Zhao; Lin Zhao; Yu Zhang 030; Ting Liu 001; Sheng Li 003 (SemEval@ACL, 2007)

Recent advances on NLP research in Harbin Institute of Technology. - Tiejun Zhao; Yi Guan; Ting Liu 001; Qiang Wang 001 (Frontiers Comput. Sci. China, 2007)

Automatic conversion from lexical words to prosodic words for mandarin text-to-speech system. - Yanqiu Shao; Jiqing Han 001; Ting Liu 001; Yongzhen Zhao (Int. J. Speech Technol., 2007)

Intra-document Coreference Resolution: The state of the art. - Jun Lang 001; Bing Qin 001; Ting Liu 001; Sheng Li 003 (J. Chin. Lang. Comput., 2007)

An Entity-Mention Model for Coreference Resolution with Inductive Logic Programming. - Xiaofeng Yang 001; Jian Su 002; Jun Lang 001; Chew Lim Tan; Ting Liu 001; Sheng Li 003 (ACL, 2008)

Combining Multiple Resources to Improve SMT-based Paraphrasing Model. - Shiqi Zhao; Cheng Niu; Ming Zhou 001; Ting Liu 001; Sheng Li 003 (ACL, 2008)

Pivot Approach for Extracting Paraphrase Patterns from Bilingual Corpora. - Shiqi Zhao; Haifeng Wang 001; Ting Liu 001; Sheng Li 003 (ACL, 2008)

Topic Tracking Based on Keywords Dependency Profile. - Wei Zheng; Yu Zhang 030; Yu Hong; Jili Fan; Ting Liu 001 (AIRS, 2008)

A Cascaded Syntactic and Semantic Dependency Parsing System. - Wanxiang Che; Zhenghua Li; Yuxuan Hu 001; Yongqiang Li; Bing Qin 001; Ting Liu 001; Sheng Li 003 (CoNLL, 2008)

Recommended or Not? Give Advice on Online Products. - Bing Qin 001; Yanyan Zhao; Leilei Gao; Ting Liu 001 (FSKD (4), 2008)

Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling. - Wanxiang Che; Min Zhang 005; AiTi Aw; Chew Lim Tan; Ting Liu 001; Sheng Li 003 (IJCNLP, 2008)

HITIR's Update Summary at TAC 2008: Extractive Content Selection for Language Independence. - Ruifang He; Yang Liu 089; Bing Qin 001; Ting Liu 001; Sheng Li 003 (TAC, 2008)

A Novel Heuristic Error-Driven Learning for Recognizing Chinese Time Expression. - Ruifang He; Bing Qin 001; Ting Liu 001; Yuequn Pan; Sheng Li 003 (J. Chin. Lang. Comput., 2008)

Iterative Feedback Based Manifold-Ranking for Update Summary. - Ruifang He; Bing Qin 001; Ting Liu 001; Yang Liu 089; Sheng Li 003 (Polibits, 2008)

Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling. - Wanxiang Che; Min Zhang 005; AiTi Aw; Chew Lim Tan; Ting Liu 001; Sheng Li 003 (ACM Trans. Asian Lang. Inf. Process., 2008)

Semantic Role Labeling Using a Grammar-Driven Convolution Tree Kernel. - Min Zhang 005; Wanxiang Che; Guodong Zhou; AiTi Aw; Chew Lim Tan; Ting Liu 001; Sheng Li 003 (IEEE Trans. Speech Audio Process., 2008)

Dependency Based Chinese Sentence Realization. - Wei He 014; Haifeng Wang 001; Yuqing Guo; Ting Liu 001 (ACL/IJCNLP, 2009)

Application-driven Statistical Paraphrase Generation. - Shiqi Zhao; Xiang Lan; Ting Liu 001; Sheng Li 003 (ACL/IJCNLP, 2009)

Multilingual Dependency-based Syntactic and Semantic Parsing. - Wanxiang Che; Zhenghua Li; Yongqiang Li; Yuhang Guo 001; Bing Qin 001; Ting Liu 001 (CoNLL Shared Task, 2009)

Unsupervised Coreference Resolution with HyperGraph Partitioning. - Jun Lang 001; Bing Qin 001; Ting Liu 001; Sheng Li 003 (Comput. Inf. Sci., 2009)

A Temporal Topic Model for New Event Detection. - Yu Hong; Yu Zhang 030; Ting Liu 001; Sheng Li 003 (Int. J. Comput. Process. Orient. Lang., 2009)

Incremental Novelty Learning in Adaptive Topic Tracking. - Yu Hong; Yu Zhang 030; Ting Liu 001; Sheng Li 003 (Int. J. Asian Lang. Process., 2009)

Conceptual Graph Matching Method for Reading Comprehension Tests. - Zhichang Zhang; Yu Zhang 030; Ting Liu 001; Sheng Li 003 (J. Inform. and Commun. Convergence Engineering, 2009)

Extracting paraphrase patterns from bilingual parallel corpora. - Shiqi Zhao; Haifeng Wang 001; Ting Liu 001; Sheng Li 003 (Nat. Lang. Eng., 2009)

Semi-supervised domain adaptation for WSD: Using a word-by-word model selection approach. - Yuhang Guo 001; Wanxiang Che; Ting Liu 001; Sheng Li 003 (IEEE ICCI, 2010)

Jointly Modeling WSD and SRL with Markov Logic. - Wanxiang Che; Ting Liu 001 (COLING, 2010)

LTP: A Chinese Language Technology Platform. - Wanxiang Che; Zhenghua Li; Ting Liu 001 (COLING (Demos), 2010)

Bridging Topic Modeling and Personalized Search. - Wei Song 010; Yu Zhang 030; Ting Liu 001; Sheng Li 003 (COLING (Posters), 2010)

Paraphrasing with Search Engine Query Logs. - Shiqi Zhao; Haifeng Wang 001; Ting Liu 001 (COLING, 2010)

Leveraging Multiple MT Engines for Paraphrase Generation. - Shiqi Zhao; Haifeng Wang 001; Xiang Lan; Ting Liu 001 (COLING, 2010)

Improving Dependency Parsing Using Punctuation. - Zhenghua Li; Wanxiang Che; Ting Liu 001 (IALP, 2010)

Using word sense disambiguation for semantic role labeling. - Wanxiang Che; Ting Liu 001 (IUCS, 2010)

Improving Semantic Role Labeling with Word Sense. - Wanxiang Che; Ting Liu 001; Yongqiang Li (HLT-NAACL, 2010)

Generalizing Syntactic Structures for Product Attribute Candidate Extraction. - Yanyan Zhao; Bing Qin 001; Shen Hu; Ting Liu 001 (HLT-NAACL, 2010)

HIT-CIR: An Unsupervised WSD System Based on Domain Most Frequent Sense Estimation. - Yuhang Guo 001; Wanxiang Che; Wei He 014; Ting Liu 001; Sheng Li 003 (SemEval@ACL, 2010)

The Comparison of SOM and K-means for Text Clustering. - Yiheng Chen; Bing Qin 001; Ting Liu 001; Yuanchao Liu; Sheng Li 003 (Comput. Inf. Sci., 2010)

Automatic Recognition of Focus and Interrogative Word in Chinese Question for Classification. - Zhichang Zhang; Yu Zhang 030; Ting Liu 001; Sheng Li 003 (Comput. Inf. Sci., 2010)

Cascaded Regression Analysis Based Temporal Multi-document Summarization. - Ruifang He; Bing Qin 001; Ting Liu 001; Sheng Li 003 (Informatica (Slovenia), 2010)

Reordering with Source Language Collocations. - Zhanyi Liu; Haifeng Wang 001; Hua Wu 003; Ting Liu 001; Sheng Li 003 (ACL, 2011)

Joint Models for Chinese POS Tagging and Dependency Parsing. - Zhenghua Li; Min Zhang 005; Wanxiang Che; Ting Liu 001; Wenliang Chen; Haizhou Li 001 (EMNLP, 2011)

Word Sense Disambiguation Corpora Acquisition via Confirmation Code. - Wanxiang Che; Ting Liu 001 (IJCNLP, 2011)

Generating Chinese Named Entity Data from a Parallel Corpus. - Ruiji Fu; Bing Qin 001; Ting Liu 001 (IJCNLP, 2011)

A Graph-based Method for Entity Linking. - Yuhang Guo 001; Wanxiang Che; Ting Liu 001; Sheng Li 003 (IJCNLP, 2011)

Enriching SMT Training Data via Paraphrasing. - Wei He 014; Shiqi Zhao; Haifeng Wang 001; Ting Liu 001 (IJCNLP, 2011)

Improving Chinese POS Tagging with Dependency Parsing. - Zhenghua Li; Wanxiang Che; Ting Liu 001 (IJCNLP, 2011)

Automatically Generating Questions from Queries for Community-based Question Answering. - Shiqi Zhao; Haifeng Wang 001; Chao Li; Ting Liu 001; Yi Guan (IJCNLP, 2011)

HITSCIR System in NTCIR-9 Subtopic Mining Task. - Wei Song 010; Yu Zhang 030; Handong Gao; Ting Liu 001; Sheng Li 003 (NTCIR, 2011)

Query term ranking based on search results overlap. - Wei Song 010; Yu Zhang 030; Yubin Xie; Ting Liu 001; Sheng Li 003 (SIGIR, 2011)

HIT Approaches to Entity Linking at TAC 2011. - Yuhang Guo 001; Guohua Tang; Wanxiang Che; Ting Liu 001; Sheng Li 003 (TAC, 2011)

Appraisal Expression Recognition with Syntactic Path for Sentence Sentiment Classification. - Yanyan Zhao; Bing Qin 001; Wanxiang Che; Ting Liu 001 (Int. J. Comput. Process. Orient. Lang., 2011)

Micro blogs Oriented Word Segmentation System. - Yijia Liu; Meishan Zhang; Wanxiang Che; Ting Liu 001; Deng Yihe (CIPS-SIGHAN, 2012)

Multiple TreeBanks Integration for Chinese Phrase Structure Grammar Parsing Using Bagging. - Meishan Zhang; Wanxiang Che; Ting Liu 001 (CIPS-SIGHAN, 2012)

A Comparison of Chinese Parsers for Stanford Dependencies. - Wanxiang Che; Valentin I. Spitkovsky; Ting Liu 001 (ACL (2), 2012)

Improve SMT Quality with Automatically Extracted Paraphrase Rules. - Wei He 014; Hua Wu 003; Haifeng Wang 001; Ting Liu 001 (ACL (1), 2012)

Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars. - Zhenghua Li; Ting Liu 001; Wanxiang Che (ACL (1), 2012)

A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing. - Zhenghua Li; Min Zhang 005; Wanxiang Che; Ting Liu 001 (COLING, 2012)

Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing. - Meishan Zhang; Wanxiang Che; Ting Liu 001; Zhenghua Li (COLING, 2012)

The Use of Dependency Relation Graph to Enhance the Term Weighting in Question Retrieval. - Weinan Zhang 003; Zhaoyan Ming; Yu Zhang 030; Liqiang Nie; Ting Liu 001; Tat-Seng Chua (COLING, 2012)

User Behaviors Lend a Helping Hand: Learning Paraphrase Query Patterns from Search Log Sessions. - Shiqi Zhao; Haifeng Wang 001; Ting Liu 001 (COLING, 2012)

Collocation Polarity Disambiguation Using Web-based Pseudo Contexts. - Yanyan Zhao; Bing Qin 001; Ting Liu 001 (EMNLP-CoNLL, 2012)

Improve Chinese Semantic Dependency Parsing via Syntactic Dependency Parsing. - Meishan Zhang; Wanxiang Che; Yanqiu Shao; Ting Liu 001 (IALP, 2012)

SemEval-2012 Task 5: Chinese Semantic Dependency Parsing. - Wanxiang Che; Meishan Zhang; Yanqiu Shao; Ting Liu 001 (SemEval@NAACL-HLT, 2012)

Multi-aspect query summarization by composite query. - Wei Song 010; Qing Yu; Zhiheng Xu; Ting Liu 001; Sheng Li 003; Ji-Rong Wen (SIGIR, 2012)

HIT Approaches to Entity Linking at TAC 2012. - Yuhang Guo 001; Bing Qin 001; Ting Liu 001; Sheng Li 003 (TAC, 2012)

Unsupervised Query Segmentation Using Monolingual Word Alignment Method. - Dayong Wu; Yu Zhang 030; Ting Liu 001 (Comput. Inf. Sci., 2012)

A novel approach to update summarization using evolutionary manifold-ranking and spectral clustering. - Ruifang He; Bing Qin 001; Ting Liu 001 (Expert Syst. Appl., 2012)

Chinese Parsing Exploiting Characters. - Meishan Zhang; Yue Zhang 004; Wanxiang Che; Ting Liu 001 (ACL (1), 2013)

Enhancing Chinese Word Segmentation with Character Clustering. - Yijia Liu; Wanxiang Che; Ting Liu 001 (CCL, 2013)

Improving Web Search Ranking by Incorporating Structured Annotation of Queries. - Xiao Ding; Zhicheng Dou; Bing Qin 001; Ting Liu 001; Ji-Rong Wen (EMNLP, 2013)

Exploiting Multiple Sources for Open-Domain Hypernym Discovery. - Ruiji Fu; Bing Qin 001; Ting Liu 001 (EMNLP, 2013)

Microblog Entity Linking by Leveraging Extra Posts. - Yuhang Guo 001; Bing Qin 001; Ting Liu 001; Sheng Li 003 (EMNLP, 2013)

Building Chinese Event Type Paradigm Based on Trigger Clustering. - Xiao Ding; Bing Qin 001; Ting Liu 001 (IJCNLP, 2013)

Topical Key Concept Extraction from Folksonomy. - Han Xue; Bing Qin 001; Ting Liu 001; Chao Xiang (IJCNLP, 2013)

Named Entity Recognition with Bilingual Constraints. - Wanxiang Che; Mengqiu Wang; Christopher D. Manning; Ting Liu 001 (HLT-NAACL, 2013)

Improving Candidate Generation for Entity Linking. - Yuhang Guo 001; Bing Qin 001; Yuqin Li; Ting Liu 001; Sheng Li 003 (NLDB, 2013)

Learning Sentence Representation for Emotion Classification on Microblogs. - Duyu Tang; Bing Qin 001; Ting Liu 001; Zhenghua Li (NLPCC, 2013)

Domain-Specific Sentiment Word Extraction by Seed Expansion and Pattern Generation. - Duyu Tang; Bing Qin 001; Lanjun Zhou; Kam-Fai Wong; Yanyan Zhao; Ting Liu 001 (CoRR, 2013)

Learning Semantic Hierarchies via Word Embeddings. - Ruiji Fu; Jiang Guo; Bing Qin 001; Wanxiang Che; Haifeng Wang 001; Ting Liu 001 (ACL (1), 2014)

Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification. - Duyu Tang; Furu Wei; Nan Yang 002; Ming Zhou 001; Ting Liu 001; Bing Qin 001 (ACL (1), 2014)

Character-Level Chinese Dependency Parsing. - Meishan Zhang; Yue Zhang 004; Wanxiang Che; Ting Liu 001 (ACL (1), 2014)

Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding. - Yue Zhang 004; Meishan Zhang; Ting Liu 001 (ACL (Tutorial Abstracts), 2014)

A Semantics Oriented Grammar for Chinese Treebanking. - Meishan Zhang; Yue Zhang 004; Wanxiang Che; Ting Liu 001 (CICLing (1), 2014)

Dependency Graph Based Chinese Semantic Parsing. - Yu Ding; Yanqiu Shao; Wanxiang Che; Ting Liu 001 (CCL, 2014)

Clustering Product Aspects Using Two Effective Aspect Relations for Opinion Mining. - Yanyan Zhao; Bing Qin 001; Ting Liu 001 (CCL, 2014)

Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources. - Jiang Guo; Wanxiang Che; Haifeng Wang 001; Ting Liu 001 (COLING, 2014)

Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach. - Duyu Tang; Furu Wei; Bing Qin 001; Ming Zhou 001; Ting Liu 001 (COLING, 2014)

Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies? - Meishan Zhang; Wanxiang Che; Yanqiu Shao; Ting Liu 001 (COLING, 2014)

Triple based Background Knowledge Ranking for Document Enrichment. - Muyu Zhang; Bing Qin 001; Ting Liu 001; Mao Zheng (COLING, 2014)

Sentence Compression for Target-Polarity Word Collocation Extraction. - Yanyan Zhao; Wanxiang Che; Honglei Guo; Bing Qin 001; Zhong Su; Ting Liu 001 (COLING, 2014)

Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging. - Meishan Zhang; Yue Zhang 004; Wanxiang Che; Ting Liu 001 (EACL, 2014)

Using Structured Events to Predict Stock Price Movement: An Empirical Investigation. - Xiao Ding; Yue Zhang 004; Ting Liu 001; Junwen Duan (EMNLP, 2014)

Revisiting Embedding Features for Simple Semi-supervised Learning. - Jiang Guo; Wanxiang Che; Haifeng Wang 001; Ting Liu 001 (EMNLP, 2014)

Transformation from Discontinuous to Continuous Word Alignment Improves Translation Quality. - Zhongjun He; Hua Wu 003; Haifeng Wang 001; Ting Liu 001 (EMNLP, 2014)

Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations. - Yijia Liu; Yue Zhang 004; Wanxiang Che; Ting Liu 001; Fan Wu (EMNLP, 2014)

A Joint Segmentation and Classification Framework for Sentiment Analysis. - Duyu Tang; Furu Wei; Bing Qin 001; Li Dong 004; Ting Liu 001; Ming Zhou 001 (EMNLP, 2014)

Improve Statistical Machine Translation with Context-Sensitive Bilingual Semantic Embedding Model. - Haiyang Wu; Daxiang Dong; Xiaoguang Hu; Dianhai Yu; Wei He 014; Hua Wu 003; Haifeng Wang 001; Ting Liu 001 (EMNLP, 2014)

Aspect-Object Alignment Using Integer Linear Programming. - Yanyan Zhao; Bing Qin 001; Ting Liu 001 (NLPCC, 2014)

Coooolll: A Deep Learning System for Twitter Sentiment Classification. - Duyu Tang; Furu Wei; Bing Qin 001; Ting Liu 001; Ming Zhou 001 (SemEval@COLING, 2014)

Mining Intention-Related Products on Online Q&A Community. - Junwen Duan; Xiao Ding; Ting Liu 001 (SMP, 2014)

Predicting the Popularity of Messages on Micro-blog Services. - Yang Li 130; Yiheng Chen; Ting Liu 001; Wenchao Deng (SMP, 2014)

Gender Identification on Social Media. - Xiaofei Sun; Xiao Ding; Ting Liu 001 (SMP, 2014)

Emotion Analysis Platform on Chinese Microblog. - Duyu Tang; Bing Qin 001; Ting Liu 001; Qiuhui Shi (CoRR, 2014)

ReliAble dependency arc recognition. - Wanxiang Che; Jiang Guo; Ting Liu 001 (Expert Syst. Appl., 2014)

Generating Chinese named entity data from parallel corpora. - Ruiji Fu; Bing Qin 001; Ting Liu 001 (Frontiers Comput. Sci., 2014)

Joint Optimization for Chinese POS Tagging and Dependency Parsing. - Zhenghua Li; Min Zhang 005; Wanxiang Che; Ting Liu 001; Wenliang Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network. - Xiao Ding; Ting Liu 001; Junwen Duan; Jian-Yun Nie (AAAI, 2015)

Exploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval. - Weinan Zhang 003; Zhaoyan Ming; Yu Zhang 030; Ting Liu 001; Tat-Seng Chua (AAAI, 2015)

Cross-lingual Dependency Parsing Based on Distributed Representations. - Jiang Guo; Wanxiang Che; David Yarowsky; Haifeng Wang 001; Ting Liu 001 (ACL (1), 2015)

Learning Semantic Representations of Users and Products for Document Level Sentiment Classification. - Duyu Tang; Bing Qin 001; Ting Liu 001 (ACL (1), 2015)

Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment. - Muyu Zhang; Bing Qin 001; Mao Zheng; Graeme Hirst; Ting Liu 001 (ACL (1), 2015)

Learning Document Representation for Deceptive Opinion Spam Detection. - Luyang Li; Wenjing Ren; Bing Qin 001; Ting Liu 001 (CCL, 2015)

Discourse Element Identification in Student Essays based on Global and Local Cohesion. - Wei Song 010; Ruiji Fu; Lizhen Liu; Ting Liu 001 (EMNLP, 2015)

Document Modeling with Gated Recurrent Neural Network for Sentiment Classification. - Duyu Tang; Bing Qin 001; Ting Liu 001 (EMNLP, 2015)

Design and implementation of face recognition system based on Windows. - Min Zhang 005; Ting Liu 001; Ailan Li (ICDIP, 2015)

Deep Learning for Event-Driven Stock Prediction. - Xiao Ding; Yue Zhang 004; Ting Liu 001; Junwen Duan (IJCAI, 2015)

User Modeling with Neural Network for Review Rating Prediction. - Duyu Tang; Bing Qin 001; Ting Liu 001; Yuekui Yang (IJCAI, 2015)

Encoding World Knowledge in the Evaluation of Local Coherence. - Muyu Zhang; Vanessa Wei Feng; Bing Qin 001; Graeme Hirst; Ting Liu 001; Jingwen Huang (HLT-NAACL, 2015)

What Causes Different Emotion Distributions of a Hot Event? A Deep Event-Emotion Analysis System on Microblogs. - Yanyan Zhao; Bing Qin 001; Zhenjiang Dong; Hong Chen; Ting Liu 001 (NLPCC, 2015)

A Gaussian Copula Regression Model for Movie Box-office Revenue Prediction with Social Media. - Junwen Duan; Xiao Ding; Ting Liu 001 (SMP, 2015)

Personalized Microtopic Recommendation with Rich Information. - Yang Li 130; Jing Jiang 001; Ting Liu 001; Xiaofei Sun (SMP, 2015)

Generating Triples Based on Dependency Parsing for Contradiction Detection. - Luyang Li; Bing Qin 001; Ting Liu 001 (SMP, 2015)

Target-Dependent Sentiment Classification with Long Short Term Memory. - Duyu Tang; Bing Qin 001; Xiaocheng Feng; Ting Liu 001 (CoRR, 2015)

A Planning based Framework for Essay Generation. - Duyu Tang; Bing Qin 001; Xinwei Geng; Dandan Ning; Jiahao Liu; Ting Liu 001 (CoRR, 2015)

Creating a Fine-Grained Corpus for Chinese Sentiment Analysis. - Yanyan Zhao; Bing Qin 001; Ting Liu 001 (IEEE Intell. Syst., 2015)

Mining Intention-Related Products on Online Q&A Community. - Junwen Duan; Yiheng Chen; Ting Liu 001; Xiao Ding (J. Comput. Sci. Technol., 2015)

BUEES: a bottom-up event extraction system. - Xiao Ding; Bing Qin 001; Ting Liu 001 (Frontiers Inf. Technol. Electron. Eng., 2015)

Open-categorical text classification based on multi-LDA models. - Ruiji Fu; Bing Qin 001; Ting Liu 001 (Soft Comput., 2015)

Sentence Compression for Aspect-Based Sentiment Analysis. - Wanxiang Che; Yanyan Zhao; Honglei Guo; Zhong Su; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Learning Semantic Hierarchies: A Continuous Vector Space Approach. - Ruiji Fu; Jiang Guo; Bing Qin 001; Wanxiang Che; Haifeng Wang 001; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

A Joint Segmentation and Classification Framework for Sentence Level Sentiment Classification. - Duyu Tang; Bing Qin 001; Furu Wei; Li Dong 004; Ting Liu 001; Ming Zhou 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Deep learning for sentiment analysis: successful approaches and future challenges. - Duyu Tang; Bing Qin 001; Ting Liu 001 (WIREs Data Mining Knowl. Discov., 2015)

A Representation Learning Framework for Multi-Source Transfer Parsing. - Jiang Guo; Wanxiang Che; David Yarowsky; Haifeng Wang 001; Ting Liu 001 (AAAI, 2016)

Chinese Grammatical Error Diagnosis with Long Short-Term Memory Networks. - Bo Zheng 010; Wanxiang Che; Jiang Guo; Ting Liu 001 (NLP-TEA@COLING, 2016)

A Language-Independent Neural Network for Event Detection. - Xiaocheng Feng; Lifu Huang; Duyu Tang; Heng Ji 001; Bing Qin 001; Ting Liu 001 (ACL (2), 2016)

Enhancing Neural Disfluency Detection with Hand-Crafted Features. - Shaolei Wang; Wanxiang Che; Yijia Liu; Ting Liu 001 (CCL, 2016)

Transition-Based Chinese Semantic Dependency Graph Parsing. - Yuxuan Wang 001; Jiang Guo; Wanxiang Che; Ting Liu 001 (CCL, 2016)

Consensus Attention-based Neural Networks for Chinese Reading Comprehension. - Yiming Cui 001; Ting Liu 001; Zhipeng Chen 001; Shijin Wang 001; Guoping Hu (COLING, 2016)

Knowledge-Driven Event Embedding for Stock Prediction. - Xiao Ding; Yue Zhang 004; Ting Liu 001; Junwen Duan (COLING, 2016)

English-Chinese Knowledge Base Translation with Neural Network. - Xiaocheng Feng; Duyu Tang; Bing Qin 001; Ting Liu 001 (COLING, 2016)

A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks. - Jiang Guo; Wanxiang Che; Haifeng Wang 001; Ting Liu 001 (COLING, 2016)

A Unified Architecture for Semantic Role Labeling and Relation Classification. - Jiang Guo; Wanxiang Che; Haifeng Wang 001; Ting Liu 001; Jun Xu 027 (COLING, 2016)

Hashtag Recommendation with Topical Attention-Based LSTM. - Yang Li 130; Ting Liu 001; Jing Jiang 001; Liang Zhang (COLING, 2016)

Anecdote Recognition and Recommendation. - Wei Song 010; Ruiji Fu; Lizhen Liu; Hanshi Wang; Ting Liu 001 (COLING, 2016)

Learning to Identify Sentence Parallelism in Student Essays. - Wei Song 010; Tong Liu; Ruiji Fu; Lizhen Liu; Hanshi Wang; Ting Liu 001 (COLING, 2016)

Effective LSTMs for Target-Dependent Sentiment Classification. - Duyu Tang; Bing Qin 001; Xiaocheng Feng; Ting Liu 001 (COLING, 2016)

A Neural Attention Model for Disfluency Detection. - Shaolei Wang; Wanxiang Che; Ting Liu 001 (COLING, 2016)

Aspect Level Sentiment Classification with Deep Memory Network. - Duyu Tang; Bing Qin 001; Ting Liu 001 (EMNLP, 2016)

Exploring Segment Representations for Neural Segmentation Models. - Yijia Liu; Wanxiang Che; Jiang Guo; Bing Qin 001; Ting Liu 001 (IJCAI, 2016)

HC-Search for Incremental Parsing. - Yijia Liu; Wanxiang Che; Bing Qin 001; Ting Liu 001 (IJCAI, 2016)

A Deep Learning Approach for Question Answering Over Knowledge Base. - Linjie Wang; Yu Zhang 030; Ting Liu 001 (NLPCC/ICCPOL, 2016)

SemEval-2016 Task 9: Chinese Semantic Dependency Parsing. - Wanxiang Che; Yanqiu Shao; Ting Liu 001; Yu Ding (SemEval@NAACL-HLT, 2016)

Encoding Dependency Representation with Convolutional Neural Network for Target-Polarity Word Collocation Extraction. - Yanyan Zhao; Shengqiu Li; Bing Qin 001; Ting Liu 001 (SMP, 2016)

Exploiting Multi-typed Treebanks for Parsing with Deep Multi-task Learning. - Jiang Guo; Wanxiang Che; Haifeng Wang 001; Ting Liu 001 (CoRR, 2016)

Truth Discovery with Memory Network. - Luyang Li; Bing Qin 001; Wenjing Ren; Ting Liu 001 (CoRR, 2016)

A General Framework for Content-enhanced Network Representation Learning. - Xiaofei Sun; Jiang Guo; Xiao Ding; Ting Liu 001 (CoRR, 2016)

Learning to Start for Sequence to Sequence Architecture. - Qingfu Zhu; Weinan Zhang 003; Lianqiang Zhou; Ting Liu 001 (CoRR, 2016)

Topic hierarchy construction from heterogeneous evidence. - Han Xue; Bing Qin 001; Ting Liu 001; Shen Liu (Frontiers Comput. Sci., 2016)

Event causality extraction based on connectives analysis. - Sendong Zhao; Ting Liu 001; Sicheng Zhao; Yiheng Chen; Jian-Yun Nie (Neurocomputing, 2016)

Tagging Users' Social Circles via Multiple Linear Regression. - Hailong Qin; Jing Liu 022; Chin-Yew Lin; Ting Liu 001 (Informatics, 2016)

A Distributed Representation-Based Framework for Cross-Lingual Transfer Parsing. - Jiang Guo; Wanxiang Che; David Yarowsky; Haifeng Wang 001; Ting Liu 001 (J. Artif. Intell. Res., 2016)

Detecting and tagging users' social circles in social media. - Ting Liu 001; Hailong Qin (Multim. Syst., 2016)

SocialRobot: a big data-driven humanoid intelligent system in social media services. - Ting Liu 001; Weinan Zhang 003; Yu Zhang 030 (Multim. Syst., 2016)

Predicting movie Box-office revenues by exploiting large-scale social media content. - Ting Liu 001; Xiao Ding; Yiheng Chen; Haochen Chen; Maosheng Guo (Multim. Tools Appl., 2016)

Topical key concept extraction from folksonomy through graph-based ranking. - Han Xue; Bing Qin 001; Ting Liu 001 (Multim. Tools Appl., 2016)

Social sentiment sensor: a visualization system for topic detection and topic sentiment analysis on microblog. - Yanyan Zhao; Bing Qin 001; Ting Liu 001; Duyu Tang (Multim. Tools Appl., 2016)

Sentiment Embeddings with Applications to Sentiment Analysis. - Duyu Tang; Furu Wei; Bing Qin 001; Nan Yang 002; Ting Liu 001; Ming Zhou 001 (IEEE Trans. Knowl. Data Eng., 2016)

Capturing the Semantics of Key Phrases Using Multiple Languages for Question Retrieval. - Weinan Zhang 003; Zhaoyan Ming; Yu Zhang 030; Ting Liu 001; Tat-Seng Chua (IEEE Trans. Knowl. Data Eng., 2016)

Attention-over-Attention Neural Networks for Reading Comprehension. - Yiming Cui 001; Zhipeng Chen 001; Si Wei; Shijin Wang 001; Ting Liu 001; Guoping Hu (ACL (1), 2017)

Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution. - Ting Liu 001; Yiming Cui 001; Qingyu Yin; Weinan Zhang 003; Shijin Wang 001; Guoping Hu (ACL (1), 2017)

Discourse Mode Identification in Essays. - Wei Song 010; Dong Wang; Ruiji Fu; Lizhen Liu; Ting Liu 001; Guoping Hu (ACL (1), 2017)

Benben: A Chinese Intelligent Conversational Robot. - Weinan Zhang 003; Ting Liu 001; Bing Qin 001; Yu Zhang 030; Wanxiang Che; Yanyan Zhao; Xiao Ding (ACL (System Demonstrations), 2017)

Constructing Semantic Hierarchies via Fusion Learning Architecture. - Tianwen Jiang; Ming Liu 004; Bing Qin 001; Ting Liu 001 (CCIR, 2017)

Generating Textual Entailment Using Residual LSTMs. - Maosheng Guo; Yu Zhang 030; Dezhi Zhao; Ting Liu 001 (CCL, 2017)

Enhancing LSTM-based Word Segmentation Using Unlabeled Data. - Bo Zheng 010; Wanxiang Che; Jiang Guo; Ting Liu 001 (CCL, 2017)

The HIT-SCIR System for End-to-End Parsing of Universal Dependencies. - Wanxiang Che; Jiang Guo; Yuxuan Wang 001; Bo Zheng 010; Huaipeng Zhao; Yang Liu 089; Dechuan Teng; Ting Liu 001 (CoNLL Shared Task (2), 2017)

Transition-Based Disfluency Detection using LSTMs. - Shaolei Wang; Wanxiang Che; Yue Zhang 004; Meishan Zhang; Ting Liu 001 (EMNLP, 2017)

Chinese Zero Pronoun Resolution with Deep Memory Network. - Qingyu Yin; Yu Zhang 030; Weinan Zhang 003; Ting Liu 001 (EMNLP, 2017)

Effective Deep Memory Networks for Distant Supervised Relation Extraction. - Xiaocheng Feng; Jiang Guo; Bing Qin 001; Ting Liu 001; Yongjie Liu (IJCAI, 2017)

A Deep Neural Network for Chinese Zero Pronoun Resolution. - Qingyu Yin; Weinan Zhang 003; Yu Zhang 030; Ting Liu 001 (IJCAI, 2017)

ContextCare: Incorporating Contextual Information Networks to Representation Learning on Medical Forum Data. - Stan Zhao; Meng Jiang 001; Quan Yuan; Bing Qin 001; Ting Liu 001; ChengXiang Zhai (IJCAI, 2017)

Babbling - The HIT-SCIR System for Emotional Conversation Generation. - Jianhua Yuan; Huaipeng Zhao; Yanyan Zhao; Dawei Cong; Bing Qin 001; Ting Liu 001 (NLPCC, 2017)

SCIR-QA at SemEval-2017 Task 3: CNN Model Based on Similar and Dissimilar Information between Keywords for Question Similarity. - Le Qi; Yu Zhang 030; Ting Liu 001 (SemEval@ACL, 2017)

EEG: Knowledge Base for Event Evolutionary Principles and Patterns. - Zhongyang Li; Sendong Zhao; Xiao Ding; Ting Liu 001 (SMP, 2017)

Local Contexts Are Effective for Neural Aspect Extraction. - Jianhua Yuan; Yanyan Zhao; Bing Qin 001; Ting Liu 001 (SMP, 2017)

Constructing and Embedding Abstract Event Causality Networks from Text Snippets. - Sendong Zhao; Quan Wang 002; Sean Massung; Bing Qin 001; Ting Liu 001; Bin Wang 004; ChengXiang Zhai (WSDM, 2017)

Contradiction Detection with Contradiction-Specific Word Embedding. - Luyang Li; Bing Qin 001; Ting Liu 001 (Algorithms, 2017)

A Gaussian copula regression model for movie box-office revenues prediction. - Junwen Duan; Xiao Ding; Ting Liu 001 (Sci. China Inf. Sci., 2017)

Encoding syntactic representations with a neural network for sentiment collocation extraction. - Yanyan Zhao; Bing Qin 001; Ting Liu 001 (Sci. China Inf. Sci., 2017)

Neural Personalized Response Generation as Domain Adaptation. - Weinan Zhang 003; Ting Liu 001; Yifa Wang; Qingfu Zhu (CoRR, 2017)

The First Evaluation of Chinese Human-Computer Dialogue Technology. - Weinan Zhang 003; Zhigang Chen 003; Wanxiang Che; Guoping Hu; Ting Liu 001 (CoRR, 2017)

Inferring User Consumption Preferences from Social Media. - Yang Li 130; Jing Jiang 001; Ting Liu 001 (IEICE Trans. Inf. Syst., 2017)

Diffusing information for mobile social networks under consideration of dynamic influence. - Dong Jing; Ting Liu 001 (Int. J. Distributed Sens. Networks, 2017)

Document representation and feature combination for deceptive spam review detection. - Luyang Li; Bing Qin 001; Wenjing Ren; Ting Liu 001 (Neurocomputing, 2017)

Personalized Microtopic Recommendation on Microblogs. - Yang Li 130; Jing Jiang 001; Ting Liu 001; Minghui Qiu; Xiaofei Sun (ACM Trans. Intell. Syst. Technol., 2017)

A Neural Transition-Based Approach for Semantic Dependency Graph Parsing. - Yuxuan Wang 001; Wanxiang Che; Jiang Guo; Ting Liu 001 (AAAI, 2018)

Exploring Implicit Feedback for Open Domain Conversation Generation. - Weinan Zhang 003; Lingzhi Li 003; Dongyan Cao; Ting Liu 001 (AAAI, 2018)

Hierarchical Attention Flow for Multiple-Choice Reading Comprehension. - Haichao Zhu; Furu Wei; Bing Qin 001; Ting Liu 001 (AAAI, 2018)

Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement. - Ruiji Fu; Zhengqi Pei; Jiefu Gong; Wei Song 010; Dechuan Teng; Wanxiang Che; Shijin Wang 001; Guoping Hu; Ting Liu 001 (NLP-TEA@ACL, 2018)

Distilling Knowledge for Search-based Structured Prediction. - Yijia Liu; Wanxiang Che; Huaipeng Zhao; Bing Qin 001; Ting Liu 001 (ACL (1), 2018)

Deep Reinforcement Learning for Chinese Zero Pronoun Resolution. - Qingyu Yin; Yu Zhang 030; Weinan Zhang 003; Ting Liu 001; William Yang Wang (ACL (1), 2018)

Semantic Parsing with Syntax- and Table-Aware SQL Generation. - Yibo Sun; Duyu Tang; Nan Duan; Jianshu Ji; Guihong Cao; Xiaocheng Feng; Bing Qin 001; Ting Liu 001; Ming Zhou 001 (ACL (1), 2018)

CausalTriad: Toward Pseudo Causal Relation Discovery and Hypotheses Generation from Medical Text Data. - Sendong Zhao; Meng Jiang 001; Ming Liu 004; Bing Qin 001; Ting Liu 001 (BCB, 2018)

Learning Target-Dependent Sentence Representations for Chinese Event Detection. - Wenbo Zhang; Xiao Ding; Ting Liu 001 (CCIR, 2018)

Beyond Pivot for Extracting Chinese Paraphrases. - Yu Zhang 030; Le Qi; Linjie Wang; Linlin Yu; Ting Liu 001 (CCIR, 2018)

Learning to Start for Sequence to Sequence Based Response Generation. - Qingfu Zhu; Weinan Zhang 003; Ting Liu 001 (CCIR, 2018)

End-to-End Task-Oriented Dialogue System with Distantly Supervised Knowledge Base Retriever. - Libo Qin 001; Yijia Liu; Wanxiang Che; Haoyang Wen; Ting Liu 001 (CCL, 2018)

Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction. - Junwen Duan; Yue Zhang 004; Xiao Ding; Ching-Yun Chang; Ting Liu 001 (COLING, 2018)

Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding. - Yutai Hou; Yijia Liu; Wanxiang Che; Ting Liu 001 (COLING, 2018)

Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training. - Zhongyang Li; Xiao Ding; Ting Liu 001 (COLING, 2018)

Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation. - Haoyang Wen; Yijia Liu; Wanxiang Che; Libo Qin 001; Ting Liu 001 (COLING, 2018)

Zero Pronoun Resolution with Attention-based Neural Network. - Qingyu Yin; Yu Zhang 030; Weinan Zhang 003; Ting Liu 001; William Yang Wang (COLING, 2018)

Context-Sensitive Generation of Open-Domain Conversational Responses. - Weinan Zhang 003; Yiming Cui 001; Yifa Wang; Qingfu Zhu; Lingzhi Li 003; Lianqiang Zhou; Ting Liu 001 (COLING, 2018)

Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation. - Wanxiang Che; Yijia Liu; Yuxuan Wang 001; Bo Zheng 010; Ting Liu 001 (CoNLL Shared Task (2), 2018)

Adaptive Multi-pass Decoder for Neural Machine Translation. - Xinwei Geng; Xiaocheng Feng; Bing Qin 001; Ting Liu 001 (EMNLP, 2018)

An AMR Aligner Tuned by Transition-based Parser. - Yijia Liu; Wanxiang Che; Bo Zheng 010; Bing Qin 001; Ting Liu 001 (EMNLP, 2018)

Neural Multitask Learning for Simile Recognition. - Lizhen Liu; Xiao Hu; Wei Song 010; Ruiji Fu; Ting Liu 001; Guoping Hu (EMNLP, 2018)

Domain Adaptation via Tree Kernel Based Maximum Mean Discrepancy for User Consumption Intention Identification. - Xiao Ding; Bibo Cai; Ting Liu 001; Qiankun Shi (IJCAI, 2018)

Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer. - Xiaocheng Feng; Xiachong Feng; Bing Qin 001; Zhangyin Feng; Ting Liu 001 (IJCAI, 2018)

Topic-to-Essay Generation with Neural Networks. - Xiaocheng Feng; Ming Liu 004; Jiahao Liu; Bing Qin 001; Yibo Sun; Ting Liu 001 (IJCAI, 2018)

Improving Entity Recommendation with Search Log and Multi-Task Learning. - Jizhou Huang; Wei Zhang 088; Yaming Sun; Haifeng Wang 001; Ting Liu 001 (IJCAI, 2018)

Constructing Narrative Event Evolutionary Graph for Script Event Prediction. - Zhongyang Li; Xiao Ding; Ting Liu 001 (IJCAI, 2018)

Joint Extraction of Entities and Relations Based on a Novel Graph Scheme. - Shaolei Wang; Yue Zhang 004; Wanxiang Che; Ting Liu 001 (IJCAI, 2018)

Dataset for the First Evaluation on Chinese Machine Reading Comprehension. - Yiming Cui 001; Ting Liu 001; Zhipeng Chen 001; Wentao Ma; Shijin Wang 001; Guoping Hu (LREC, 2018)

Learning Sentence Representations over Tree Structures for Target-Dependent Classification. - Junwen Duan; Xiao Ding; Ting Liu 001 (NAACL-HLT, 2018)

A language-independent neural network for event detection. - Xiaocheng Feng; Bing Qin 001; Ting Liu 001 (Sci. China Inf. Sci., 2018)

HFL-RC System at SemEval-2018 Task 11: Hybrid Multi-Aspects Model for Commonsense Reading Comprehension. - Zhipeng Chen 001; Yiming Cui 001; Wentao Ma; Shijin Wang 001; Ting Liu 001; Guoping Hu (CoRR, 2018)

Retrieval-Enhanced Adversarial Training for Neural Response Generation. - Qingfu Zhu; Lei Cui 001; Weinan Zhang 003; Furu Wei; Yining Chen; Ting Liu 001 (CoRR, 2018)

Learning to Refine Source Representations for Neural Machine Translation. - Xinwei Geng; Longyue Wang; Xing Wang 007; Bing Qin 001; Ting Liu 001; Zhaopeng Tu (CoRR, 2018)

CCG supertagging via Bidirectional LSTM-CRF neural architecture. - Rekia Kadari; Yu Zhang 030; Weinan Zhang 003; Ting Liu 001 (Neurocomputing, 2018)

CCG supertagging with bidirectional long short-term memory networks. - Rekia Kadari; Yu Zhang 030; Weinan Zhang 003; Ting Liu 001 (Nat. Lang. Eng., 2018)

Learning to Recommend Related Entities With Serendipity for Web Search Users. - Jizhou Huang; Shiqiang Ding; Haifeng Wang 001; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018)

Entity Highlight Generation as Statistical and Neural Machine Translation. - Jizhou Huang; Yaming Sun; Wei Zhang 088; Haifeng Wang 001; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Gaussian Transformer: A Lightweight Approach for Natural Language Inference. - Maosheng Guo; Yu Zhang 030; Ting Liu 001 (AAAI, 2019)

A Neural Network Approach to Verb Phrase Ellipsis Resolution. - Weinan Zhang 003; Yue Zhang 004; Yuanxing Liu 001; Donglin Di; Ting Liu 001 (AAAI, 2019)

A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization. - Sendong Zhao; Ting Liu 001; Sicheng Zhao; Fei Wang 001 (AAAI, 2019)

Retrieval-Enhanced Adversarial Training for Neural Response Generation. - Qingfu Zhu; Lei Cui 001; Weinan Zhang 003; Furu Wei; Ting Liu 001 (ACL (1), 2019)

Learning to Ask Unanswerable Questions for Machine Reading Comprehension. - Haichao Zhu; Li Dong 004; Furu Wei; Wenhui Wang 003; Bing Qin 001; Ting Liu 001 (ACL (1), 2019)

CTGA: Graph-based Biomedical Literature Search. - Tianwen Jiang; Zhihan Zhang 001; Tong Zhao 003; Bing Qin 001; Ting Liu 001; Nitesh V. Chawla; Meng Jiang 001 (BIBM, 2019)

CJRC: A Reliable Human-Annotated Benchmark DataSet for Chinese Judicial Reading Comprehension. - Xingyi Duan; Baoxin Wang; Ziyue Wang 002; Wentao Ma; Yiming Cui 001; Dayong Wu; Shijin Wang 001; Ting Liu 001; Tianxiang Huo; Zhen Hu; Heng Wang; Zhiyuan Liu 001 (CCL, 2019)

Table-to-Text Generation via Row-Aware Hierarchical Encoder. - Heng Gong; Xiaocheng Feng; Bing Qin 001; Ting Liu 001 (CCL, 2019)

A Corpus-Free State2Seq User Simulator for Task-Oriented Dialogue. - Yutai Hou; Meng Fang; Wanxiang Che; Ting Liu 001 (CCL, 2019)

HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding. - Wanxiang Che; Longxu Dou; Yang Xu 049; Yuxuan Wang 001; Yijia Liu; Ting Liu 001 (CoNLL Shared Task, 2019)

TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. - Wentao Ma; Yiming Cui 001; Nan Shao; Su He; Weinan Zhang 003; Ting Liu 001; Shijin Wang 001; Guoping Hu (CoNLL, 2019)

Cross-Lingual Machine Reading Comprehension. - Yiming Cui 001; Wanxiang Che; Ting Liu 001; Bing Qin 001; Shijin Wang 001; Guoping Hu (EMNLP/IJCNLP (1), 2019)

A Span-Extraction Dataset for Chinese Machine Reading Comprehension. - Yiming Cui 001; Ting Liu 001; Wanxiang Che; Li Xiao; Zhipeng Chen 001; Wentao Ma; Shijin Wang 001; Guoping Hu (EMNLP/IJCNLP (1), 2019)

Event Representation Learning Enhanced with External Commonsense Knowledge. - Xiao Ding; Kuo Liao; Ting Liu 001; Zhongyang Li; Junwen Duan (EMNLP/IJCNLP (1), 2019)

Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder. - Li Du; Xiao Ding; Ting Liu 001; Zhongyang Li (EMNLP/IJCNLP (1), 2019)

Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time). - Heng Gong; Xiaocheng Feng; Bing Qin 001; Ting Liu 001 (EMNLP/IJCNLP (1), 2019)

Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text. - Tianwen Jiang; Tong Zhao 003; Bing Qin 001; Ting Liu 001; Nitesh V. Chawla; Meng Jiang 001 (EMNLP/IJCNLP (1), 2019)

A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding. - Libo Qin 001; Wanxiang Che; Yangming Li; Haoyang Wen; Ting Liu 001 (EMNLP/IJCNLP (1), 2019)

Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever. - Libo Qin 001; Yijia Liu; Wanxiang Che; Haoyang Wen; Yangming Li; Ting Liu 001 (EMNLP/IJCNLP (1), 2019)

Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing. - Yuxuan Wang 001; Wanxiang Che; Jiang Guo; Yijia Liu; Ting Liu 001 (EMNLP/IJCNLP (1), 2019)

IFlyLegal: A Chinese Legal System for Consultation, Law Searching, and Document Analysis. - Ziyue Wang 002; Baoxin Wang; Xingyi Duan; Dayong Wu; Shijin Wang 001; Guoping Hu; Ting Liu 001 (EMNLP/IJCNLP (3), 2019)

Story Ending Prediction by Transferable BERT. - Zhongyang Li; Xiao Ding; Ting Liu 001 (IJCAI, 2019)

Exploiting Persona Information for Diverse Generation of Conversational Responses. - Haoyu Song 002; Weinan Zhang 003; Yiming Cui 001; Dong Wang; Ting Liu 001 (IJCAI, 2019)

Structural Influence Maximization in Social Networks. - Dong Jing; Ting Liu 001 (iThings/GreenCom/CPSCom/SmartData, 2019)

The Role of: A Novel Scientific Knowledge Graph Representation and Construction Model. - Tianwen Jiang; Tong Zhao 003; Bing Qin 001; Ting Liu 001; Nitesh V. Chawla; Meng Jiang 001 (KDD, 2019)

Knowledge-Aware Conversational Semantic Parsing over Web Tables. - Yibo Sun; Duyu Tang; Jingjing Xu 001; Nan Duan; Xiaocheng Feng; Bing Qin 001; Ting Liu 001; Ming Zhou 001 (NLPCC (1), 2019)

Learning Multi-Domain Adversarial Neural Networks for Text Classification. - Xiao Ding; Qiankun Shi; Bibo Cai; Ting Liu 001; Yanyan Zhao; Qiang Ye 004 (IEEE Access, 2019)

Attribute Acquisition in Ontology based on Representation Learning of Hierarchical Classes and Attributes. - Tianwen Jiang; Ming Liu 004; Bing Qin 001; Ting Liu 001 (CoRR, 2019)

Towards Time-Aware Distant Supervision for Relation Extraction. - Tianwen Jiang; Sendong Zhao; Jing Liu 022; Jin-Ge Yao; Ming Liu 004; Bing Qin 001; Ting Liu 001; Chin-Yew Lin (CoRR, 2019)

Pre-Training with Whole Word Masking for Chinese BERT. - Yiming Cui 001; Wanxiang Che; Ting Liu 001; Bing Qin 001; Ziqing Yang 001; Shijin Wang 001; Guoping Hu (CoRR, 2019)

Few-Shot Sequence Labeling with Label Dependency Transfer. - Yutai Hou; Zhihan Zhou 001; Yijia Liu; Ning Wang; Wanxiang Che; Han Liu 001; Ting Liu 001 (CoRR, 2019)

Constructing Information-Lossless Biological Knowledge Graphs from Conditional Statements. - Tianwen Jiang; Tong Zhao 003; Bing Qin 001; Ting Liu 001; Nitesh V. Chawla; Meng Jiang 001 (CoRR, 2019)

ELG: An Event Logic Graph. - Xiao Ding; Zhongyang Li; Ting Liu 001; Kuo Liao (CoRR, 2019)

An Annotation Scheme of A Large-scale Multi-party Dialogues Dataset for Discourse Parsing and Machine Comprehension. - Jiaqi Li 004; Ming Liu 004; Bing Qin 001; Zihao Zheng; Ting Liu 001 (CoRR, 2019)

Improving Machine Reading Comprehension via Adversarial Training. - Ziqing Yang 001; Yiming Cui 001; Wanxiang Che; Ting Liu 001; Shijin Wang 001; Guoping Hu (CoRR, 2019)

Contextual Recurrent Units for Cloze-style Reading Comprehension. - Yiming Cui 001; Wei-Nan Zhang 003; Wanxiang Che; Ting Liu 001; Zhipeng Chen 001; Shijin Wang 001; Guoping Hu (CoRR, 2019)

Context-based influence maximization with privacy protection in social networks. - Dong Jing; Ting Liu 001 (EURASIP J. Wirel. Commun. Netw., 2019)

Neural recovery machine for Chinese dropped pronoun. - Weinan Zhang 003; Ting Liu 001; Qingyu Yin; Yu Zhang 030 (Frontiers Comput. Sci., 2019)

Tag recommendation based on topic hierarchy of folksonomy. - Han Xue; Bing Qin 001; Ting Liu 001; Shen Liu (Int. J. Comput. Sci. Eng., 2019)

Negation scope detection with recurrent neural networks models in review texts. - Lydia Lazib; Yanyan Zhao; Bing Qin 001; Ting Liu 001 (Int. J. High Perform. Comput. Netw., 2019)

Mining predicate-based entailment rules using deep contextual architecture. - Maosheng Guo; Yu Zhang 030; Dezhi Zhao; Ting Liu 001 (Neurocomputing, 2019)

Topical Co-Attention Networks for hashtag recommendation on microblogs. - Yang Li 130; Ting Liu 001; Jingwen Hu 002; Jing Jiang 001 (Neurocomputing, 2019)

Collective entity linking: a random walk-based perspective. - Ming Liu 004; Yanyan Zhao; Bing Qin 001; Ting Liu 001 (Knowl. Inf. Syst., 2019)

TEND: A Target-Dependent Representation Learning Framework for News Document. - Junwen Duan; Xiao Ding; Yue Zhang 004; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

A Multi-View-Based Collective Entity Linking Method. - Ming Liu 004; Gu Gong; Bing Qin 001; Ting Liu 001 (ACM Trans. Inf. Syst., 2019)

Neural personalized response generation as domain adaptation. - Wei-Nan Zhang 003; Qingfu Zhu; Yifa Wang; Yanyan Zhao; Ting Liu 001 (World Wide Web, 2019)

Discriminative Sentence Modeling for Story Ending Prediction. - Yiming Cui 001; Wanxiang Che; Wei-Nan Zhang 003; Ting Liu 001; Shijin Wang 001; Guoping Hu (AAAI, 2020)

Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation. - Xiaocheng Feng; Yawei Sun; Bing Qin 001; Heng Gong; Yibo Sun; Wei Bi; Xiaojiang Liu; Ting Liu 001 (AAAI, 2020)

DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification. - Libo Qin 001; Wanxiang Che; Yangming Li; Minheng Ni; Ting Liu 001 (AAAI, 2020)

Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses. - Xiaoming Shi; Haifeng Hu 009; Wanxiang Che; Zhongqian Sun; Ting Liu 001; Junzhou Huang (AAAI, 2020)

Generating Persona Consistent Dialogues by Exploiting Natural Language Inference. - Haoyu Song 002; Wei-Nan Zhang 003; Jingwen Hu 002; Ting Liu 001 (AAAI, 2020)

Multi-Task Self-Supervised Learning for Disfluency Detection. - Shaolei Wang; Wanxiang Che; Qi Liu 049; Pengda Qin; Ting Liu 001; William Yang Wang (AAAI, 2020)

How Does Selective Mechanism Improve Self-Attention Networks? - Xinwei Geng; Longyue Wang; Xing Wang 007; Bing Qin 001; Ting Liu 001; Zhaopeng Tu (ACL, 2020)

Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network. - Yutai Hou; Wanxiang Che; Yongkui Lai; Zhihan Zhou 001; Yijia Liu; Han Liu 001; Ting Liu 001 (ACL, 2020)

Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network. - Yangming Li; Kaisheng Yao; Libo Qin 001; Wanxiang Che; Xiaolong Li 005; Ting Liu 001 (ACL, 2020)

Towards Conversational Recommendation over Multi-Type Dialogs. - Zeming Liu; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Ting Liu 001 (ACL, 2020)

Conversational Word Embedding for Retrieval-Based Dialog System. - Wentao Ma; Yiming Cui 001; Ting Liu 001; Dong Wang; Shijin Wang 001; Guoping Hu (ACL, 2020)

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog. - Libo Qin 001; Xiao Xu 005; Wanxiang Che; Yue Zhang 004; Ting Liu 001 (ACL, 2020)

Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation. - Haoyu Song 002; Yan Wang 060; Weinan Zhang 003; Xiaojiang Liu; Ting Liu 001 (ACL, 2020)

Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation. - Jun Xu 027; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Ting Liu 001 (ACL, 2020)

TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing. - Ziqing Yang 001; Yiming Cui 001; Zhipeng Chen 001; Wanxiang Che; Ting Liu 001; Shijin Wang 001; Guoping Hu (ACL (demo), 2020)

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension. - Bo Zheng 010; Haoyang Wen; Yaobo Liang; Nan Duan; Wanxiang Che; Daxin Jiang; Ming Zhou 001; Ting Liu 001 (ACL, 2020)

Use of "Internal Knowledge": Biomedical Literature Search Liberated From External Resources. - Tianwen Jiang; Ning Zhang; Ming Liu 004; Meng Jiang 001; Ting Liu 001; Bing Qin 001 (BIBM, 2020)

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension. - Yiming Cui 001; Ting Liu 001; Ziqing Yang 001; Zhipeng Chen 001; Wentao Ma; Wanxiang Che; Shijin Wang 001; Guoping Hu (COLING, 2020)

TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching. - Heng Gong; Yawei Sun; Xiaocheng Feng; Bing Qin 001; Wei Bi; Xiaojiang Liu; Ting Liu 001 (COLING, 2020)

Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure. - Jiaqi Li 004; Ming Liu 004; Min-Yen Kan; Zihao Zheng; Zekun Wang 001; Wenqiang Lei; Ting Liu 001; Bing Qin 001 (COLING, 2020)

CharBERT: Character-aware Pre-trained Language Model. - Wentao Ma; Yiming Cui 001; Chenglei Si; Ting Liu 001; Shijin Wang 001; Guoping Hu (COLING, 2020)

Learn to Combine Linguistic and Symbolic Information for Table-based Fact Verification. - Qi Shi 002; Yu Zhang 030; Qingyu Yin; Ting Liu 001 (COLING, 2020)

HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser. - Longxu Dou; Yunlong Feng; Yuqiu Ji; Wanxiang Che; Ting Liu 001 (CoNLL Shared Task, 2020)

Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting. - Sanyuan Chen; Yutai Hou; Yiming Cui 001; Wanxiang Che; Ting Liu 001; Xiangzhan Yu (EMNLP (1), 2020)

Revisiting Pre-Trained Models for Chinese Natural Language Processing. - Yiming Cui 001; Wanxiang Che; Ting Liu 001; Bing Qin 001; Shijin Wang 001; Guoping Hu (EMNLP (Findings), 2020)

CodeBERT: A Pre-Trained Model for Programming and Natural Languages. - Zhangyin Feng; Daya Guo; Duyu Tang; Nan Duan; Xiaocheng Feng; Ming Gong 001; Linjun Shou; Bing Qin 001; Ting Liu 001; Daxin Jiang; Ming Zhou 001 (EMNLP (Findings), 2020)

Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification. - Heng Gong; Wei Bi; Xiaocheng Feng; Bing Qin 001; Xiaojiang Liu; Ting Liu 001 (EMNLP (Findings), 2020)

A Compare Aggregate Transformer for Understanding Document-grounded Dialogue. - Longxuan Ma; Wei-Nan Zhang 003; Runxin Sun; Ting Liu 001 (EMNLP (Findings), 2020)

Towards Fine-Grained Transfer: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling. - Libo Qin 001; Xiao Xu 005; Wanxiang Che; Ting Liu 001 (EMNLP (Findings), 2020)

Is Graph Structure Necessary for Multi-hop Question Answering? - Nan Shao; Yiming Cui 001; Ting Liu 001; Shijin Wang 001; Guoping Hu (EMNLP (1), 2020)

Discourse Self-Attention for Discourse Element Identification in Argumentative Student Essays. - Wei Song 010; Ziyao Song; Ruiji Fu; Lizhen Liu; Miaomiao Cheng; Ting Liu 001 (EMNLP (1), 2020)

Profile Consistency Identification for Open-domain Dialogue Agents. - Haoyu Song 002; Yan Wang 060; Wei-Nan Zhang 003; Zhengyu Zhao 003; Ting Liu 001; Xiaojiang Liu (EMNLP (1), 2020)

Multi-Stage Pre-training for Automated Chinese Essay Scoring. - Wei Song 010; Kai Zhang; Ruiji Fu; Lizhen Liu; Ting Liu 001; Miaomiao Cheng (EMNLP (1), 2020)

Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection. - Shaolei Wang; Zhongyuan Wang; Wanxiang Che; Ting Liu 001 (EMNLP (1), 2020)

Counterfactual Off-Policy Training for Neural Dialogue Generation. - Qingfu Zhu; Wei-Nan Zhang 003; Ting Liu 001; William Yang Wang (EMNLP (1), 2020)

Guided Generation of Cause and Effect. - Zhongyang Li; Xiao Ding; Ting Liu 001; J. Edward Hu; Benjamin Van Durme (IJCAI, 2020)

HIT-SCIR at SemEval-2020 Task 5: Training Pre-trained Language Model with Pseudo-labeling Data for Counterfactuals Detection. - Xiao Ding; Dingkui Hao; Yuewei Zhang; Kuo Liao; Zhongyang Li; Bing Qin 001; Ting Liu 001 (SemEval@COLING, 2020)

Keywords Generation Improves E-Commerce Session-based Recommendation. - Yuanxing Liu 001; Zhaochun Ren; Wei-Nan Zhang 003; Wanxiang Che; Ting Liu 001; Dawei Yin (WWW, 2020)

Is Graph Structure Necessary for Multi-hop Reasoning? - Nan Shao; Yiming Cui 001; Ting Liu 001; Shijin Wang 001; Guoping Hu (CoRR, 2020)

TD-GIN: Token-level Dynamic Graph-Interactive Network for Joint Multiple Intent Detection and Slot Filling. - Libo Qin 001; Xiao Xu 005; Wanxiang Che; Ting Liu 001 (CoRR, 2020)

A Survey of Document Grounded Dialogue Systems (DGDS). - Longxuan Ma; Wei-Nan Zhang 003; Mingda Li 001; Ting Liu 001 (CoRR, 2020)

Counterfactual Off-Policy Training for Neural Response Generation. - Qingfu Zhu; Weinan Zhang 003; Ting Liu 001; William Yang Wang (CoRR, 2020)

Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization. - Libo Qin 001; Minheng Ni; Yue Zhang 004; Wanxiang Che; Yangming Li; Ting Liu 001 (CoRR, 2020)

Canonicalizing Open Knowledge Bases with Multi-Layered Meta-Graph Neural Network. - Tianwen Jiang; Tong Zhao 003; Bing Qin 001; Ting Liu 001; Nitesh V. Chawla; Meng Jiang 001 (CoRR, 2020)

FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding. - Yutai Hou; Jiafeng Mao; Yongkui Lai; Cheng Chen; Wanxiang Che; Zhigang Chen 003; Ting Liu 001 (CoRR, 2020)

N-LTP: A Open-source Neural Chinese Language Technology Platform with Pretrained Models. - Wanxiang Che; Yunlong Feng; Libo Qin 001; Ting Liu 001 (CoRR, 2020)

Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks. - Xiachong Feng; Xiaocheng Feng; Bing Qin 001; Ting Liu 001 (CoRR, 2020)

Unsupervised Explanation Generation for Machine Reading Comprehension. - Yiming Cui 001; Ting Liu 001; Shijin Wang 001; Guoping Hu (CoRR, 2020)

Biomedical Knowledge Graph Refinement with Embedding and Logic Rules. - Sendong Zhao; Bing Qin 001; Ting Liu 001; Fei Wang 001 (CoRR, 2020)

Dialogue Discourse-Aware Graph Convolutional Networks for Abstractive Meeting Summarization. - Xiachong Feng; Xiaocheng Feng; Bing Qin 001; Xinwei Geng; Ting Liu 001 (CoRR, 2020)

Multiple Structural Priors Guided Self Attention Network for Language Understanding. - Le Qi; Yu Zhang 030; Qingyu Yin; Ting Liu 001 (CoRR, 2020)

Discovering Dialog Structure Graph for Open-Domain Dialog Generation. - Jun Xu 027; Zeyang Lei; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Ting Liu 001 (CoRR, 2020)

A syntactic path-based hybrid neural network for negation scope detection. - Lydia Lazib; Bing Qin 001; Yanyan Zhao; Weinan Zhang 003; Ting Liu 001 (Frontiers Comput. Sci., 2020)

Keywords extraction with deep neural network model. - Yu Zhang 030; Mingxiang Tuo; Qingyu Yin; Le Qi; Xuxiang Wang; Ting Liu 001 (Neurocomputing, 2020)

From static to dynamic word representations: a survey. - Yuxuan Wang 001; Yutai Hou; Wanxiang Che; Ting Liu 001 (Int. J. Mach. Learn. Cybern., 2020)

Enhanced Neural Machine Translation by Joint Decoding with Word and POS-tagging Sequences. - Xiaocheng Feng; Zhangyin Feng; Wanlong Zhao; Bing Qin 001; Ting Liu 001 (Mob. Networks Appl., 2020)

Deep Contextualized Word Embeddings for Universal Dependency Parsing. - Yijia Liu; Wanxiang Che; Yuxuan Wang 001; Bo Zheng 010; Bing Qin 001; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020)

Chinese Zero Pronoun Resolution: A Collaborative Filtering-based Approach. - Qingyu Yin; Weinan Zhang 003; Yu Zhang 030; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020)

Order-Sensitive Keywords Based Response Generation in Open-Domain Conversational Systems. - Qingfu Zhu; Weinan Zhang 003; Lei Cui 003; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020)

Exploring Segment Representations for Neural Semi-Markov Conditional Random Fields. - Yijia Liu; Wanxiang Che; Bing Qin 001; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Multi-Task Learning for Entity Recommendation and Document Ranking in Web Search. - Jizhou Huang; Haifeng Wang 001; Wei Zhang 088; Ting Liu 001 (ACM Trans. Intell. Syst. Technol., 2020)

Joint Learning of Question Answering and Question Generation. - Yibo Sun; Duyu Tang; Nan Duan; Tao Qin 001; Shujie Liu 001; Zhao Yan; Ming Zhou 001; Yuanhua Lv; Wenpeng Yin 001; Xiaocheng Feng; Bing Qin 001; Ting Liu 001 (IEEE Trans. Knowl. Data Eng., 2020)

C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling. - Yutai Hou; Sanyuan Chen; Wanxiang Che; Cheng Chen; Ting Liu 001 (AAAI, 2021)

Few-shot Learning for Multi-label Intent Detection. - Yutai Hou; Yongkui Lai; Yushan Wu; Wanxiang Che; Ting Liu 001 (AAAI, 2021)

Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification. - Libo Qin 001; Zhouyang Li; Wanxiang Che; Minheng Ni; Ting Liu 001 (AAAI, 2021)

Technical Report on Shared Task in DialDoc21. - Jiapeng Li; Mingda Li 001; Longxuan Ma; Weinan Zhang 003; Ting Liu 001 (DialDoc@ACL-IJCNLP, 2021)

BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data. - Haoyu Song 002; Yan Wang 060; Kaiyan Zhang; Wei-Nan Zhang 003; Ting Liu 001 (ACL/IJCNLP (1), 2021)

Learning Event Graph Knowledge for Abductive Reasoning. - Li Du; Xiao Ding; Ting Liu 001; Bing Qin 001 (ACL/IJCNLP (1), 2021)

ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning. - Li Du; Xiao Ding; Kai Xiong 002; Ting Liu 001; Bing Qin 001 (ACL/IJCNLP (1), 2021)

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization. - Xiachong Feng; Xiaocheng Feng; Libo Qin 001; Bing Qin 001; Ting Liu 001 (ACL/IJCNLP (1), 2021)

IFlyEA: A Chinese Essay Assessment System with Automated Rating, Review Generation, and Recommendation. - Jiefu Gong; Xiao Hu; Wei Song 010; Ruiji Fu; Zhichao Sheng; Bo Zhu; Shijin Wang 001; Ting Liu 001 (ACL (demo), 2021)

Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling. - Yutai Hou; Yongkui Lai; Cheng Chen; Wanxiang Che; Ting Liu 001 (ACL/IJCNLP (Findings), 2021)

GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling. - Libo Qin 001; Fuxuan Wei; Tianbao Xie; Xiao Xu 005; Wanxiang Che; Ting Liu 001 (ACL/IJCNLP (1), 2021)

Benchmarking Robustness of Machine Reading Comprehension Models. - Chenglei Si; Ziqing Yang 001; Yiming Cui 001; Wentao Ma; Ting Liu 001; Shijin Wang 001 (ACL/IJCNLP (Findings), 2021)

Verb Metaphor Detection via Contextual Relation Learning. - Wei Song 010; Shuhui Zhou; Ruiji Fu; Ting Liu 001; Lizhen Liu (ACL/IJCNLP (1), 2021)

A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples. - Yuxuan Wang 001; Wanxiang Che; Ivan Titov 001; Shay B. Cohen; Zhilin Lei 001; Ting Liu 001 (ACL/IJCNLP (Findings), 2021)

Dynamic Connected Networks for Chinese Spelling Check. - Baoxin Wang; Wanxiang Che; Dayong Wu; Shijin Wang 001; Guoping Hu; Ting Liu 001 (ACL/IJCNLP (Findings), 2021)

What Did You Refer to? Evaluating Co-References in Dialogue. - Weinan Zhang 003; Yue Zhang 004; Hanlin Tang; Zhengyu Zhao 003; Caihai Zhu; Ting Liu 001 (ACL/IJCNLP (Findings), 2021)

Consistency Regularization for Cross-Lingual Fine-Tuning. - Bo Zheng 010; Li Dong 004; Shaohan Huang; Wenhui Wang 003; Zewen Chi; Saksham Singhal; Wanxiang Che; Ting Liu 001; Xia Song; Furu Wei (ACL/IJCNLP (1), 2021)

Neural Stylistic Response Generation with Disentangled Latent Variables. - Qingfu Zhu; Wei-Nan Zhang 003; Ting Liu 001; William Yang Wang (ACL/IJCNLP (1), 2021)

N-LTP: An Open-source Neural Language Technology Platform for Chinese. - Wanxiang Che; Yunlong Feng; Libo Qin 001; Ting Liu 001 (EMNLP (Demos), 2021)

Neural Natural Logic Inference for Interpretable Question Answering. - Jihao Shi; Xiao Ding; Li Du; Ting Liu 001; Bing Qin 001 (EMNLP (1), 2021)

Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification. - Qi Shi 002; Yu Zhang 030; Qingyu Yin; Ting Liu 001 (EMNLP (1), 2021)

Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training. - Bo Zheng 010; Li Dong 004; Shaohan Huang; Saksham Singhal; Wanxiang Che; Ting Liu 001; Xia Song; Furu Wei (EMNLP (1), 2021)

A Co-Interactive Transformer for Joint Slot Filling and Intent Detection. - Libo Qin 001; Tailu Liu; Wanxiang Che; Bingbing Kang; Sendong Zhao; Ting Liu 001 (ICASSP, 2021)

Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding. - Dechuan Teng; Libo Qin 001; Wanxiang Che; Sendong Zhao; Ting Liu 001 (ICASSP, 2021)

A Survey on Spoken Language Understanding: Recent Advances and New Frontiers. - Libo Qin 001; Tianbao Xie; Wanxiang Che; Ting Liu 001 (IJCAI, 2021)

DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension. - Jiaqi Li 004; Ming Liu 004; Zihao Zheng; Heng Zhang; Bing Qin 001; Min-Yen Kan; Ting Liu 001 (IJCNN, 2021)

Adversarial Training for Machine Reading Comprehension with Virtual Embeddings. - Ziqing Yang 001; Yiming Cui 001; Chenglei Si; Wanxiang Che; Ting Liu 001; Shijin Wang 001; Guoping Hu (*SEM, 2021)

Heterogeneous graph knowledge enhanced stock market prediction. - Kai Xiong 002; Xiao Ding; Li Du; Ting Liu 001; Bing Qin 001 (AI Open, 2021)

Quantifying the effects of long-term news on stock markets on the basis of the multikernel Hawkes process. - Xiao Ding; Jihao Shi; Junwen Duan; Bing Qin 001; Ting Liu 001 (Sci. China Inf. Sci., 2021)

Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering. - Nan Shao; Yiming Cui 001; Ting Liu 001; Shijin Wang 001; Guoping Hu (CoRR, 2021)

Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification. - Jianhua Yuan; Yanyan Zhao; Bing Qin 001; Ting Liu 001 (CoRR, 2021)

ExpMRC: Explainability Evaluation for Machine Reading Comprehension. - Yiming Cui 001; Ting Liu 001; Wanxiang Che; Zhigang Chen 003; Shijin Wang 001 (CoRR, 2021)

CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision. - Zhongyang Li; Xiao Ding; Kuo Liao; Ting Liu 001; Bing Qin 001 (CoRR, 2021)

Understanding Attention in Machine Reading Comprehension. - Yiming Cui 001; Wei-Nan Zhang 003; Wanxiang Che; Ting Liu 001; Zhigang Chen 003 (CoRR, 2021)

Learning number reasoning for numerical table-to-text generation. - Xiaocheng Feng; Heng Gong; Yuyu Chen; Yawei Sun; Bing Qin 001; Wei Bi; Xiaojiang Liu; Ting Liu 001 (Int. J. Mach. Learn. Cybern., 2021)

Deep Learning-Based Self-Efficacy X-Ray Images in the Evaluation of Rheumatoid Arthritis Combined with Osteoporosis Nursing. - Yaqin Geng; Ting Liu 001; Yu Ding; Wei Liu; Jiayi Ye; Linlin Hu; Li Ruan (Sci. Program., 2021)

TransBERT: A Three-Stage Pre-training Technology for Story-Ending Prediction. - Zhongyang Li; Xiao Ding; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

Coherent Dialog Generation with Query Graph. - Jun Xu 027; Zeyang Lei; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Jizhou Huang; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

Pre-Training With Whole Word Masking for Chinese BERT. - Yiming Cui 001; Wanxiang Che; Ting Liu 001; Bing Qin 001; Ziqing Yang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Knowing Where to Leverage: Context-Aware Graph Convolutional Network With an Adaptive Fusion Layer for Contextual Spoken Language Understanding. - Libo Qin 001; Wanxiang Che; Minheng Ni; Yangming Li; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

A Knowledge Graph Embedding Approach for Metaphor Processing. - Wei Song 010; Jingjin Guo; Ruiji Fu; Ting Liu 001; Lizhen Liu (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Biomedical Knowledge Graphs Construction From Conditional Statements. - Tianwen Jiang; Qingkai Zeng 001; Tong Zhao 003; Bing Qin 001; Ting Liu 001; Nitesh V. Chawla; Meng Jiang 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic. - Bibo Cai; Xiao Ding; Bowen Chen 001; Li Du; Ting Liu 001 (AAAI, 2022)

CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment. - Haoyu Song 002; Li Dong 004; Weinan Zhang 003; Ting Liu 001; Furu Wei (ACL (1), 2022)

A Graph Enhanced BERT Model for Event Prediction. - Li Du; Xiao Ding; Yue Zhang 004; Ting Liu 001; Bing Qin 001 (ACL (Findings), 2022)

e-CARE: a New Dataset for Exploring Explainable Causal Reasoning. - Li Du; Xiao Ding; Kai Xiong 002; Ting Liu 001; Bing Qin 001 (ACL (1), 2022)

DuReadervis: A Chinese Dataset for Open-domain Document Visual Question Answering. - Le Qi; Shangwen Lv; Hongyu Li; Jing Liu 022; Yu Zhang 030; Qiaoqiao She; Hua Wu 003; Haifeng Wang 001; Ting Liu 001 (ACL (Findings), 2022)

CSKE: Commonsense Knowledge Enhanced Text Extension Framework for Text-Based Logical Reasoning. - Yirong Zeng; Xiao Ding; Li Du; Ting Liu 001; Bing Qin 001 (CCKS, 2022)

CogBERT: Cognition-Guided Pre-trained Language Models. - Xiao Ding; Bowen Chen 001; Li Du; Bing Qin 001; Ting Liu 001 (COLING, 2022)

SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation. - Longxuan Ma; Ziyu Zhuang; Weinan Zhang 003; Mingda Li 001; Ting Liu 001 (COLING, 2022)

Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words. - Haochun Wang; Chi Liu; Nuwa Xi; Sendong Zhao; Meizhi Ju; Shiwei Zhang; Ziheng Zhang; Yefeng Zheng 001; Bing Qin 001; Ting Liu 001 (COLING, 2022)

LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training. - Qi Shi 002; Qian Liu; Bei Chen; Yu Zhang 030; Ting Liu 001; Jian-Guang Lou (EMNLP (Findings), 2022)

STGN: an Implicit Regularization Method for Learning with Noisy Labels in Natural Language Processing. - Tingting Wu; Xiao Ding; Minji Tang; Hao Zhang 016; Bing Qin 001; Ting Liu 001 (EMNLP, 2022)

ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks. - Kai Xiong 002; Xiao Ding; Zhongyang Li; Li Du; Ting Liu 001; Bing Qin 001; Yi Zheng; Baoxing Huai (EMNLP, 2022)

All Information is Valuable: Question Matching over Full Information Transmission Network. - Le Qi; Yu Zhang 030; Qingyu Yin; Guidong Zheng; Wen Junjie; Jinlong Li; Ting Liu 001 (NAACL-HLT (Findings), 2022)

PERT: Pre-training BERT with Permuted Language Model. - Yiming Cui 001; Ziqing Yang 001; Ting Liu 001 (CoRR, 2022)

Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition. - Bo Sun; Baoxin Wang; Wanxiang Che; Dayong Wu; Zhigang Chen 003; Ting Liu 001 (CoRR, 2022)

A Graph Enhanced BERT Model for Event Prediction. - Li Du; Xiao Ding; Yue Zhang 004; Kai Xiong 002; Ting Liu 001; Bing Qin 001 (CoRR, 2022)

DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination. - Tingting Wu; Xiao Ding; Hao Zhang 016; Jinglong Gao; Li Du; Bing Qin 001; Ting Liu 001 (CoRR, 2022)

Text Difficulty Study: Do machines behave the same as humans regarding text difficulty? - Bowen Chen 001; Xiao Ding; Li Du; Bing Qin 001; Ting Liu 001 (CoRR, 2022)

LERT: A Linguistically-motivated Pre-trained Language Model. - Yiming Cui 001; Wanxiang Che; Shijin Wang 001; Ting Liu 001 (CoRR, 2022)

MS-Transformer: Introduce multiple structural priors into a unified transformer for encoding sentences. - Le Qi; Yu Zhang 030; Qingyu Yin; Ting Liu 001 (Comput. Speech Lang., 2022)

A survey of discourse parsing. - Jiaqi Li 004; Ming Liu 004; Bing Qin 001; Ting Liu 001 (Frontiers Comput. Sci., 2022)

Enhancing pretrained language models with structured commonsense knowledge for textual inference. - Li Du; Xiao Ding; Kai Xiong 002; Ting Liu 001; Bing Qin 001 (Knowl. Based Syst., 2022)

Interactive Gated Decoder for Machine Reading Comprehension. - Yiming Cui 001; Wanxiang Che; Ziqing Yang 001; Ting Liu 001; Bing Qin 001; Shijin Wang 001; Guoping Hu (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Multi-domain Spoken Language Understanding Using Domain- and Task-aware Parameterization. - Libo Qin 001; Fuxuan Wei; Minheng Ni; Yue Zhang 004; Wanxiang Che; Yangming Li; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Combining Self-supervised Learning and Active Learning for Disfluency Detection. - Shaolei Wang; Zhongyuan Wang; Wanxiang Che; Sendong Zhao; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Teaching Machines to Read, Answer and Explain. - Yiming Cui 001; Ting Liu 001; Wanxiang Che; Zhigang Chen 003; Shijin Wang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Transforming Wikipedia Into Augmented Data for Query-Focused Summarization. - Haichao Zhu; Li Dong 004; Furu Wei; Bing Qin 001; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Structural and Textual Information Fusion for Symptom and Disease Representation Learning. - Sendong Zhao; Meng Jiang 001; Bing Qin 001; Ting Liu 001; ChengXiang Zhai; Fei Wang 001 (IEEE Trans. Knowl. Data Eng., 2022)

Unstructured Text Enhanced Open-Domain Dialogue System: A Systematic Survey. - Longxuan Ma; Mingda Li 001; Wei-Nan Zhang 003; Jiapeng Li; Ting Liu 001 (ACM Trans. Inf. Syst., 2022)

Self-Supervised Logic Induction for Explainable Fuzzy Temporal Commonsense Reasoning. - Bibo Cai; Xiao Ding; Zhouhao Sun; Bing Qin 001; Ting Liu 001; Baojun Wang; Lifeng Shang (AAAI, 2023)

Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing. - Li Du; Xiao Ding; Zhouhao Sun; Ting Liu 001; Bing Qin 001; Jingshuo Liu (ACL (1), 2023)

Sentence Ordering with a Coherence Verifier. - Sainan Jia; Wei Song 010; Jiefu Gong; Shijin Wang 001; Ting Liu 001 (ACL (Findings), 2023)

I run as fast as a rabbit, can you? A Multilingual Simile Dialogues Datasets. - Longxuan Ma; Weinan Zhang 003; Shuhan Zhou; Churui Sun; Changxin Ke; Ting Liu 001 (ACL (Findings), 2023)

NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing. - Tingting Wu; Xiao Ding; Minji Tang; Hao Zhang 016; Bing Qin 001; Ting Liu 001 (ACL (Findings), 2023)

UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language. - Nuwa Xi; Sendong Zhao; Haochun Wang; Chi Liu; Bing Qin 001; Ting Liu 001 (ACL (1), 2023)

Enabling Unsupervised Neural Machine Translation with Word-level Visual Representations. - Chengpeng Fu; Xiaocheng Feng; Yichong Huang; Wenshuai Huo; Hui Wang; Bing Qin 001; Ting Liu 001 (EMNLP (Findings), 2023)

Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation. - Jinglong Gao; Xiao Ding; Bing Qin 001; Ting Liu 001 (EMNLP (Findings), 2023)

Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements. - Yushan Qian; Weinan Zhang 003; Ting Liu 001 (EMNLP (Findings), 2023)

Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate. - Kai Xiong 002; Xiao Ding; Yixin Cao 002; Ting Liu 001; Bing Qin 001 (EMNLP (Findings), 2023)

Dialogue Context Modelling for Action Item Detection: Solution for ICASSP 2023 Mug Challenge Track 5. - Jie Huang; Xiachong Feng; Yangfan Ye; Liang Zhao; Xiaocheng Feng; Bing Qin 001; Ting Liu 001 (ICASSP, 2023)

HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge. - Haochun Wang; Chi Liu; Nuwa Xi; Zewen Qiang; Sendong Zhao; Bing Qin 001; Ting Liu 001 (CoRR, 2023)

CSED: A Chinese Semantic Error Diagnosis Corpus. - Bo Sun; Baoxin Wang; Yixuan Wang; Wanxiang Che; Dayong Wu; Shijin Wang 001; Ting Liu 001 (CoRR, 2023)

Examining the Inter-Consistency of Large Language Models: An In-depth Analysis via Debate. - Kai Xiong 002; Xiao Ding; Yixin Cao 002; Ting Liu 001; Bing Qin 001 (CoRR, 2023)

I run as fast as a rabbit, can you? A Multilingual Simile Dialogue Dataset. - Longxuan Ma; Weinan Zhang 003; Shuhan Zhou; Churui Sun; Changxin Ke; Ting Liu 001 (CoRR, 2023)

Through the Lens of Core Competency: Survey on Evaluation of Large Language Models. - Ziyu Zhuang; Qiguang Chen; Longxuan Ma; Mingda Li 001; Yi Han; Yushan Qian; Haopeng Bai; Zixian Feng; Weinan Zhang 003; Ting Liu 001 (CoRR, 2023)

Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese. - Haochun Wang; Sendong Zhao; Zewen Qiang; Zijian Li 020; Nuwa Xi; Yanrui Du; Muzhen Cai; Haoqiang Guo; Yuhan Chen 002; Haoming Xu; Bing Qin 001; Ting Liu 001 (CoRR, 2023)

A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future. - Zheng Chu; Jingchang Chen; Qianglong Chen; Weijiang Yu; Tao He; Haotian Wang 007; Weihua Peng; Ming Liu 004; Bing Qin 001; Ting Liu 001 (CoRR, 2023)

Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications. - Zhangyin Feng; Weitao Ma; Weijiang Yu; Lei Huang 021; Haotian Wang 007; Qianglong Chen; Weihua Peng; Xiaocheng Feng; Bing Qin 001; Ting Liu 001 (CoRR, 2023)

Length Extrapolation of Transformers: A Survey from the Perspective of Position Encoding. - Liang Zhao; Xiaocheng Feng; Xiachong Feng; Bing Qin 001; Ting Liu 001 (CoRR, 2023)

Bidirectional Transformer with absolute-position aware relative position encoding for encoding sentences. - Le Qi; Yu Zhang 030; Ting Liu 001 (Frontiers Comput. Sci., 2023)

A Stack-Propagation Framework for Low-Resource Personalized Dialogue Generation. - Haoyu Song 002; Wei-Nan Zhang 003; Kaiyan Zhang; Ting Liu 001 (ACM Trans. Inf. Syst., 2023)

A Static and Dynamic Attention Framework for Multi Turn Dialogue Generation. - Weinan Zhang 003; Yiming Cui 001; Kaiyan Zhang; Yifa Wang; Qingfu Zhu; Lingzhi Li 003; Ting Liu 001 (ACM Trans. Inf. Syst., 2023)

Graph-Grounded Goal Planning for Conversational Recommendation. - Zeming Liu; Ding Zhou; Hao Liu 026; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Ting Liu 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification. - Haochun Wang; Sendong Zhao; Chi Liu; Nuwa Xi; Muzhen Cai; Bing Qin 001; Ting Liu 001 (AAAI, 2024)

Exploring Hybrid Question Answering via Program-based Prompting. - Qi Shi 002; Han Cui; Haofeng Wang; Qingfu Zhu; Wanxiang Che; Ting Liu 001 (ACL (1), 2024)

Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future. - Zheng Chu; Jingchang Chen; Qianglong Chen; Weijiang Yu; Tao He; Haotian Wang 007; Weihua Peng; Ming Liu 004; Bing Qin 001; Ting Liu 001 (ACL (1), 2024)

Self-Evolving GPT: A Lifelong Autonomous Experiential Learner. - Jinglong Gao; Xiao Ding; Yiming Cui 001; Jianbai Zhao; Hepeng Wang; Ting Liu 001; Bing Qin 001 (ACL (1), 2024)

Causal-Guided Active Learning for Debiasing Large Language Models. - Zhouhao Sun; Li Du; Xiao Ding; Yixuan Ma; Yang Zhao 023; Kaitao Qiu; Ting Liu 001; Bing Qin 001 (ACL (1), 2024)

AS-ES Learning: Towards efficient CoT learning in small models. - Nuwa Xi; Yuhan Chen 002; Sendong Zhao; Haochun Wang; GongZhang GongZhang; Bing Qin 001; Ting Liu 001 (ACL (Findings), 2024)

Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning. - Yang Zhao 023; Li Du; Xiao Ding; Kai Xiong 002; Zhouhao Sun; Shi Jun; Ting Liu 001; Bing Qin 001 (ACL (Findings), 2024)

CMCOQA: A Chinese Medical Complex Open-Question Answering Benchmark. - Zijian Li 020; Sendong Zhao; Haochun Wang; Haoming Xu; Bing Qin 001; Ting Liu 001 (BIBM, 2024)

A Self-verified Method for Exploring Simile Knowledge from Pre-trained Language Models. - Longxuan Ma; Changxin Ke; Shuhan Zhou; Churui Sun; Wei-Nan Zhang 003; Ting Liu 001 (LREC/COLING, 2024)

Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation. - Zhouhao Sun; Xiao Ding; Li Du; Bibo Cai; Jinglong Gao; Ting Liu 001; Bing Qin 001 (LREC/COLING, 2024)

RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict. - Yirong Zeng; Xiao Ding; Yi Zhao; Xiangyu Li; Jie Zhang; Chao Yao; Ting Liu 001; Bing Qin 001 (LREC/COLING, 2024)

Aligning Translation-Specific Understanding to General Understanding in Large Language Models. - Yichong Huang; Baohang Li; Xiaocheng Feng; Wenshuai Huo; Chengpeng Fu; Ting Liu 001; Bing Qin 001 (EMNLP, 2024)

Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generation. - Ruiyu Xiao; Lei Wu 014; Yuhang Gou; Weinan Zhang 003; Ting Liu 001 (EMNLP, 2024)

Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding. - Liang Zhao; Xiachong Feng; Xiaocheng Feng; Weihong Zhong; Dongliang Xu; Qing Yang 033; Hongtao Liu; Bing Qin 001; Ting Liu 001 (EMNLP (Findings), 2024)

Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance. - Kai Xiong 002; Xiao Ding; Ting Liu 001; Bing Qin 001; Dongliang Xu; Qing Yang 033; Hongtao Liu; Yixin Cao 002 (NeurIPS, 2024)

Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration. - Yichong Huang; Xiaocheng Feng; Baohang Li; Yang Xiang; Hui Wang; Ting Liu 001; Bing Qin 001 (NeurIPS, 2024)

Enhancing Complex Causality Extraction via Improved Subtask Interaction and Knowledge Fusion. - Jinglong Gao; Chen Lu; Xiao Ding; Zhongyang Li; Ting Liu 001; Bing Qin 001 (NLPCC (4), 2024)

Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis. - Haochun Wang; Sendong Zhao; Zewen Qiang; Nuwa Xi; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

Beyond the Answers: Reviewing the Rationality of Multiple Choice Question Answering for the Evaluation of Large Language Models. - Haochun Wang; Sendong Zhao; Zewen Qiang; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

Deciphering the lmpact of Pretraining Data on Large Language Models through Machine Unlearning. - Yang Zhao 023; Li Du; Xiao Ding; Kai Xiong 002; Zhouhao Sun; Jun Shi; Ting Liu 001; Bing Qin 001 (CoRR, 2024)

AS-ES Learning: Towards Efficient CoT Learning in Small Models. - Nuwa Xi; Yuhan Chen 002; Sendong Zhao; Haochun Wang; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

Meaningful Learning: Advancing Abstract Reasoning in Large Language Models via Generic Fact Guidance. - Kai Xiong 002; Xiao Ding; Ting Liu 001; Bing Qin 001; Dongliang Xu; Qing Yang 033; Hongtao Liu; Yixin Cao 002 (CoRR, 2024)

Enabling Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration. - Yichong Huang; Xiaocheng Feng; Baohang Li; Yang Xiang; Hui Wang; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

Relay Decoding: Concatenating Large Language Models for Machine Translation. - Chengpeng Fu; Xiaocheng Feng; Yichong Huang; Wenshuai Huo; Baohang Li; Hui Wang; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

MolFusion: Multimodal Fusion Learning for Molecular Representations via Multi-granularity Views. - Muzhen Cai; Sendong Zhao; Haochun Wang; Yanrui Du; Zewen Qiang; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

Diagnosing and Remedying Knowledge Deficiencies in LLMs via Label-free Curricular Meaningful Learning. - Kai Xiong 002; Xiao Ding; Li Du; Jiahao Ying; Ting Liu 001; Bing Qin 001; Yixin Cao 002 (CoRR, 2024)

Supervised Fine-Tuning: An Activation Pattern Optimization Process for Attention Heads. - Yang Zhao 023; Li Du; Xiao Ding; Kai Xiong 002; Ting Liu 001; Bing Qin 001 (CoRR, 2024)

Lens: Rethinking Multilingual Enhancement for Large Language Models. - Weixiang Zhao; Yulin Hu; Jiahe Guo; Xingyu Sui; Tongtong Wu; Yang Deng 002; Yanyan Zhao; Bing Qin 001; Wanxiang Che; Ting Liu 001 (CoRR, 2024)

Towards Secure Tuning: Mitigating Security Risks Arising from Benign Instruction Fine-Tuning. - Yanrui Du; Sendong Zhao; Jiawei Cao; Ming Ma; Danyang Zhao; Fenglei Fan; Ting Liu 001; Bing Qin 001 (CoRR, 2024)

Visualizing attention zones in machine reading comprehension models. - Yiming Cui 001; Weinan Zhang 003; Ting Liu 001 (CoRR, 2024)

A Survey on Multi-Generative Agent System: Recent Advances and New Frontiers. - Shuaihang Chen; Yuanxing Liu 001; Wei Han; Weinan Zhang 003; Ting Liu 001 (CoRR, 2024)

Ensuring Consistency for In-Image Translation. - Chengpeng Fu; Xiaocheng Feng; Yichong Huang; Wenshuai Huo; Baohang Li; Zhirui Zhang; Yunfei Lu; Dandan Tu; Duyu Tang; Hui Wang; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

Event Causality Identification via Competitive-Cooperative Cognition Networks. - Jinglong Gao; Xiao Ding; Zhongyang Li; Ting Liu 001; Bing Qin 001 (Knowl. Based Syst., 2024)

Uncertainty-guided label correction with wavelet-transformed discriminative representation enhancement. - Tingting Wu; Xiao Ding; Hao Zhang 016; Minji Tang; Bing Qin 001; Ting Liu 001 (Neural Networks, 2024)

DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination. - Tingting Wu; Xiao Ding; Hao Zhang 016; Jinglong Gao; Minji Tang; Li Du; Bing Qin 001; Ting Liu 001 (IEEE Trans. Multim., 2024)

Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue. - Longxuan Ma; Jiapeng Li; Mingda Li 001; Weinan Zhang 003; Ting Liu 001 (ACM Trans. Inf. Syst., 2024)

Text Difficulty Study: Do Machines Behave the Same as Humans Regarding Text Difficulty? - Bowen Chen 001; Xiao Ding; Yi Zhao; Bo Fu; Tingmao Lin; Bing Qin 001; Ting Liu 001 (Mach. Intell. Res., 2024)

Discriminative explicit instance selection for implicit discourse relation classification. - Wei Song 010; Hongfei Han; Xu Han; Miaomiao Cheng; Jiefu Gong; Shijin Wang 001; Ting Liu 001 (Frontiers Comput. Sci., 2024)

Reasoning subevent relation over heterogeneous event graph. - Tingting Wu; Xiao Ding; Li Du; Bing Qin 001; Ting Liu 001 (Knowl. Inf. Syst., 2024)

Effective reporting system to encourage users' reporting behavior in social media platforms: an empirical study based on structural empowerment theory. - Hong Zhou; Yaobin Lu; Ling Zhao 001; Bin Wang 001; Ting Liu 001 (Behav. Inf. Technol., 2024)

Com² : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models. - Kai Xiong 002; Xiao Ding; Yixin Cao 002; Yuxiong Yan; Li Du; Yufei Zhang; Jinglong Gao; Jiaqian Liu; Bing Qin 001; Ting Liu 001 (ACL (1), 2025)

ExpeTrans: LLMs Are Experiential Transfer Learners. - Jinglong Gao; Xiao Ding; Lingxiao Zou; Bibo Cai; Bing Qin 001; Ting Liu 001 (ACL (1), 2025)

Length Controlled Generation for Black-box LLMs. - Yuxuan Gu; Wenjie Wang; Xiaocheng Feng; Weihong Zhong; Kun Zhu 025; Lei Huang 021; Ting Liu 001; Bing Qin 001; Tat-Seng Chua (ACL (1), 2025)

Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning. - Lei Huang 021; Xiaocheng Feng; Weitao Ma; Yuchun Fan; Xiachong Feng; Yuxuan Gu; Yangfan Ye; Liang Zhao; Weihong Zhong; Baoxin Wang; Dayong Wu; Guoping Hu; et al. (ACL (1), 2025)

One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit. - Weitao Ma; Xiyuan Du; Xiaocheng Feng; Lei Huang 021; Yichong Huang; Huiyi Zhang; Xiaoliang Yang; Baohang Li; Xiachong Feng; Ting Liu 001; Bing Qin 001 (ACL (1), 2025)

Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation. - Jihao Shi; Xiao Ding; Kai Xiong 002; Hengwei Zhao; Bing Qin 001; Ting Liu 001 (ACL (Findings), 2025)

Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems. - Haochun Wang; Sendong Zhao; Jingbo Wang; Zewen Qiang; Bing Qin 001; Ting Liu 001 (ACL (1), 2025)

Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns. - Yang Zhao 023; Li Du; Xiao Ding; Kai Xiong 002; Ting Liu 001; Bing Qin 001 (ACL (1), 2025)

Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection. - Yang Zhao 023; Li Du; Xiao Ding; Yangou Ouyang; Hepeng Wang; Kai Xiong 002; Jinglong Gao; Zhouhao Sun; Dongliang Xu; Qing Yang 033; Dongchen Li; Bing Qin 001; et al. (ACL (1), 2025)

Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs. - Weixiang Zhao; Yulin Hu; Yang Deng 002; Jiahe Guo; Xingyu Sui; Xinyang Han; An Zhang 003; Yanyan Zhao; Bing Qin 001; Tat-Seng Chua; Ting Liu 001 (ACL (1), 2025)

MPO: Multilingual Safety Alignment via Reward Gap Optimization. - Weixiang Zhao; Yulin Hu; Yang Deng 002; Tongtong Wu; Wenxuan Zhang 001; Jiahe Guo; An Zhang 003; Yanyan Zhao; Bing Qin 001; Tat-Seng Chua; Ting Liu 001 (ACL (1), 2025)

LLMs May Perform MCQA by Selecting the Least Incorrect Option. - Haochun Wang; Sendong Zhao; Zewen Qiang; Nuwa Xi; Bing Qin 001; Ting Liu 001 (COLING, 2025)

Bridging Neural and Symbolic Reasoning: A Dual-System Framework for Interpretable Question Answering. - Jihao Shi; Xiao Ding; Hengwei Zhao; Ting Liu 001; Bing Qin 001 (ICASSP, 2025)

Exploring Large Language Models for Effective Rumor Detection on Social Media. - Yirong Zeng; Xiao Ding; Bibo Cai; Ting Liu 001; Bing Qin 001 (NAACL (Long Papers), 2025)

Think straight or think again? Continual joint learning of deduction, abduction and induction. - Kai Xiong 002; Xiao Ding; Yixin Cao 002; Yang Zhao 023; Ting Liu 001; Bing Qin 001 (Neural Networks, 2025)

Boosting Tool Use of Large Language Models via Iterative Reinforced Fine-Tuning. - Yirong Zeng; Xiao Ding; Yuxian Wang; Weiwen Liu; Wu Ning; Yutai Hou; Xu Huang 008; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

ECM: A Unified Electronic Circuit Model for Explaining the Emergence of In-Context Learning and Chain-of-Thought in Large Language Model. - Qiguang Chen; Libo Qin 001; Jinhao Liu; Dengyun Peng; Jiaqi Wang 012; Mengkang Hu; Zhi Chen 006; Wanxiang Che; Ting Liu 001 (CoRR, 2025)

Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Trustworthy Response Generation in Chinese. - Haochun Wang; Sendong Zhao; Zewen Qiang; Zijian Li 020; Chi Liu; Nuwa Xi; Yanrui Du; Bing Qin 001; Ting Liu 001 (ACM Trans. Knowl. Discov. Data, 2025)

From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems. - Zekun Zhou; Xiaocheng Feng; Lei Huang 021; Xiachong Feng; Ziyun Song; Ruihan Chen; Liang Zhao; Weitao Ma; Yuxuan Gu; Baoxin Wang; Dayong Wu; Guoping Hu; et al. (CoRR, 2025)

Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter. - Weixiang Zhao; Xingyu Sui; Xinyang Han; Yang Deng 002; Yulin Hu; Jiahe Guo; Libo Qin 001; Qianyun Du; Shijin Wang 001; Yanyan Zhao; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities. - Weixiang Zhao; Xingyu Sui; Jiahe Guo; Yulin Hu; Yang Deng 002; Yanyan Zhao; Bing Qin 001; Wanxiang Che; Tat-Seng Chua; Ting Liu 001 (CoRR, 2025)

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions. - Lei Huang 021; Weijiang Yu; Weitao Ma; Weihong Zhong; Zhangyin Feng; Haotian Wang 007; Qianglong Chen; Weihua Peng; Xiaocheng Feng; Bing Qin 001; Ting Liu 001 (ACM Trans. Inf. Syst., 2025)

AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender. - Weixiang Zhao; Jiahe Guo; Yulin Hu; Yang Deng 002; An Zhang 003; Xingyu Sui; Xinyang Han; Yanyan Zhao; Bing Qin 001; Tat-Seng Chua; Ting Liu 001 (CoRR, 2025)

Information Gain-Guided Causal Intervention for Autonomous Debiasing Large Language Models. - Zhouhao Sun; Xiao Ding; Li Du; Yunpeng Xu; Yixuan Ma; Yang Zhao 023; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

Brain and Cognitive Science Inspired Deep Learning: A Comprehensive Survey. - Zihan Zhang; Xiao Ding; Xia Liang; Yusheng Zhou; Bing Qin 001; Ting Liu 001 (IEEE Trans. Knowl. Data Eng., 2025)

UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection. - Yang Zhao 023; Kai Xiong 002; Xiao Ding; Li Du; YangouOuyang; Zhouhao Sun; Jiannan Guan; Wenbin Zhang; Bin Liu; Dong Hu; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners. - Weixiang Zhao; Jiahe Guo; Yang Deng 002; Tongtong Wu; Wenxuan Zhang 001; Yulin Hu; Xingyu Sui; Yanyan Zhao; Wanxiang Che; Bing Qin 001; Tat-Seng Chua; Ting Liu 001 (CoRR, 2025)

Teaching Language Models to Evolve with Users: Dynamic Profile Modeling for Personalized Alignment. - Weixiang Zhao; Xingyu Sui; Yulin Hu; Jiahe Guo; Haixiao Liu; Biye Li; Yanyan Zhao; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

Benchmarking and Pushing the Multi-Bias Elimination Boundary of LLMs via Causal Effect Estimation-guided Debiasing. - Zhouhao Sun; Zhiyuan Kan; Xiao Ding; Li Du; Yang Zhao 023; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

How Does Sequence Modeling Architecture Influence Base Capabilities of Pre-trained Language Models? Exploring Key Architecture Design Principles to Avoid Base Capabilities Degradation. - Xin Lu; Yanyan Zhao; Si Wei; Shijin Wang 001; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning. - Yang He; Xiao Ding; Bibo Cai; Yufei Zhang; Kai Xiong 002; Zhouhao Sun; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

CrossICL: Cross-Task In-Context Learning via Unsupervised Demonstration Transfer. - Jinglong Gao; Xiao Ding; Lingxiao Zou; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

One for All: Update Parameterized Knowledge Across Multiple Models. - Weitao Ma; Xiyuan Du; Xiaocheng Feng; Lei Huang 021; Yichong Huang; Huiyi Zhang; Xiaoliang Yang; Baohang Li; Xiachong Feng; Ting Liu 001; Bing Qin 001 (CoRR, 2025)

FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging. - Zijian Li 020; Xiaocheng Feng; Huixin Liu; Yichong Huang; Ting Liu 001; Bing Qin 001 (CoRR, 2025)

Com2: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models. - Kai Xiong 002; Xiao Ding; Yixin Cao 002; Yuxiong Yan; Li Du; Yufei Zhang; Jinglong Gao; Jiaqian Liu; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

Exploring and Exploiting the Inherent Efficiency within Large Reasoning Models for Self-Guided Efficiency Enhancement. - Weixiang Zhao; Jiahe Guo; Yang Deng 002; Xingyu Sui; Yulin Hu; Yanyan Zhao; Wanxiang Che; Bing Qin 001; Tat-Seng Chua; Ting Liu 001 (CoRR, 2025)

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models. - Qiming Li; Zekai Ye; Xiaocheng Feng; Weihong Zhong; Libo Qin 001; Ruihan Chen; Baohang Li; Kui Jiang; Yaowei Wang; Ting Liu 001; Bing Qin 001 (CoRR, 2025)

x-ECON: Explainable Event-Consumption Commonsense Reasoning. - Xiao Ding; Bibo Cai; Xue Li; Ting Liu 001; Bing Qin 001 (IEEE Trans. Big Data, 2025)

Final: Combining First-Order Logic With Natural Logic for Question Answering. - Jihao Shi; Xiao Ding; Siu Cheung Hui; Yuxiong Yan; Hengwei Zhao; Ting Liu 001; Bing Qin 001 (IEEE Trans. Knowl. Data Eng., 2025)

CookBench: A Long-Horizon Embodied Planning Benchmark for Complex Cooking Scenarios. - Muzhen Cai; Xiubo Chen; Yining An; Jiaxin Zhang; Xuesong Wang; Wang Xu; Weinan Zhang 003; Ting Liu 001 (CoRR, 2025)