Word Alignment of English-Chinese Bilingual Corpus Based on Chucks. - Le Sun 001; Youbing Jin; Lin Du; Yufang Sun 001 (EMNLP, 2000)

Query Translation in Chinese-English Cross-Language Information Retrieval. - Yibo Zhang; Le Sun 001; Lin Du; Yufang Sun 001 (EMNLP, 2000)

PM-based indexing for Chinese text retrieval. - Lin Du; Yibo Zhang; Le Sun 001; Yufang Sun 001; Jie Han (IRAL, 2000)

Automatic Extraction of English-Chinese Term Lexicons from Noisy Bilingual Corpora. - Le Sun 001; Youbing Jin; Lin Du; Yufang Sun 001 (LREC, 2000)

ISCAS: Text Retrieval in NTCIR Workshop II. - Yibo Zhang; Le Sun 001; Lin Du; Youbing Jin; Yufang Sun 001 (NTCIR, 2001)

PECAT: a computer-aided translation tool based on bilingual corpora. - Le Sun 001; Yibo Zhang; Junlin Zhang; Yufang Sun 001 (SMC, 2001)

The Application of the Comparable Corpora in Chinese-English Cross-Lingual Information Retrieval. - Lin Du; Yibo Zhang; Le Sun 001; Yufang Sun 001 (J. Comput. Sci. Technol., 2001)

Constructing of a Large-Scale Chinese-English Parallel Corpus. - Le Sun 001; Song Xue; Weimin Qu; Xiaofeng Wang; Yufang Sun 001 (ALR@COLING, 2002)

ISCAS at NTCIR-3: Monolingual, Bilingual and MultiLingual IR Tasks. - Junlin Zhang; Le Sun 001; Weimin Qu; Lin Du; Yufang Sun 001; Yangxing Fan; Zhigen Lin (NTCIR, 2002)

TREC12 HARD Track at ISCAS. - Zeng Wu; Lin Du; Le Sun 001; Shiwei Ye (TREC, 2003)

A Trigger Language Model-based IR System. - Junlin Zhang; Le Sun 001; Weimin Qu; Yufang Sun 001 (COLING, 2004)

A Three Level Cache-Based Adaptive Chinese Language Model. - Junlin Zhang; Le Sun 001; Weimin Qu; Lin Du; Yufang Sun 001 (IJCNLP, 2004)

Applying Language Model into IR Task. - Junlin Zhang; Le Sun 001; Yongche Zhang; Yufang Sun 001 (NTCIR, 2004)

ISCAS at TREC 2004: HARD Track. - Le Sun 001; Junlin Zhang; Yufang Sun 001 (TREC, 2004)

ISCAS in English-Chinese CLIR at NTCIR-5. - Jinming Min; Le Sun 001; Junlin Zhang (NTCIR, 2005)

Relevance Feedback by Exploring the Different Feedback Sources and Collection Structure. - Junlin Zhang; Le Sun 001; Yuanhua Lv; Wei Zhang 127 (TREC, 2005)

Chinese Word Segmentation and Named Entity Recognition Based on Conditional Random Fields Models. - Yuanyong Feng; Le Sun 001; Yuanhua Lv (SIGHAN@COLING/ACL, 2006)

An Iterative Implicit Feedback Approach to Personalized Search. - Yuanhua Lv; Le Sun 001; Junlin Zhang; Jian-Yun Nie; Wan Chen; Wei Zhang 127 (ACL, 2006)

ISCAS in CLIR at NTCIR-6: Experiments with MT and PRF. - Ruihong Huang; Le Sun 001; Jing Li; Long-xi Pan; Junlin Zhang (NTCIR, 2007)

ISCAS in Opinion Analysis Pilot Task: Experiments with sentimental dictionary based classifier and CRF model. - Ruihong Huang; Le Sun 001; Long-xi Pan (NTCIR, 2007)

Introduction of the HTRDP Chinese IR Evaluation Task. - Le Sun 001; Junlin Zhang (EVIA@NTCIR, 2007)

HTRDP evaluations on Chinese information processing and intelligent human-machine interface. - Qun Liu 001; Xiangdong Wang; Hong Liu 007; Le Sun 001; Sheng Tang; Deyi Xiong; Hongxu Hou; Yuanhua Lv; Wenbo Li; Shouxun Lin; Yueliang Qian (Frontiers Comput. Sci. China, 2007)

Study of Kernel-Based Methods for Chinese Relation Extraction. - Ruihong Huang; Le Sun 001; Yuanyong Feng (AIRS, 2008)

A Lexical Chain Approach for Update-Style Query-Focused Multi-document Summarization. - Jing Li; Le Sun 001 (AIRS, 2008)

Smoothing LDA Model for Text Categorization. - Wenbo Li; Le Sun 001; Yuanyong Feng; Dakun Zhang (AIRS, 2008)

Two Step Chinese Named Entity Recognition Based on Conditional Random Fields Models. - Yuanyong Feng; Ruihong Huang; Le Sun 001 (IJCNLP, 2008)

A Structured Prediction Approach for Statistical Machine Translation. - Dakun Zhang; Le Sun 001; Wenbo Li (IJCNLP, 2008)

ISCAS at Multilingual Opinion Analysis Task. - Yunping Huang; Yulin Wang; Le Sun 001 (NTCIR, 2008)

Overview of Multilingual Opinion Analysis Task at NTCIR-7. - Yohei Seki; David Kirk Evans; Lun-Wei Ku; Le Sun 001; Hsin-Hsi Chen; Noriko Kando (NTCIR, 2008)

A Syllable-based Name Transliteration System. - Xue Jiang; Le Sun 001; Dakun Zhang (NEWS@IJCNLP, 2009)

A Unified Graph-Based Iterative Reinforcement Approach to Personalized Search. - Yunping Huang; Le Sun 001; Zhe Wang (AIRS, 2009)

Smoothing document language model with local word graph. - Yunping Huang; Le Sun 001; Jian-Yun Nie (CIKM, 2009)

Overview of the Chinese Word Sense Induction Task at CLP2010. - Le Sun 001; Zhenzhong Zhang; Qiang Dong (CIPS-SIGHAN, 2010)

ISCAS: A System for Chinese Word Sense Induction Based on K-means Algorithm. - Zhenzhong Zhang; Le Sun 001; Wenbo Li (CIPS-SIGHAN, 2010)

A Unified Iterative Optimization Algorithm for Query Model and Ranking Refinement. - Yunping Huang; Le Sun 001; Jian-Yun Nie (AIRS, 2010)

Query model refinement using word graphs. - Yunping Huang; Le Sun 001; Jian-Yun Nie (CIKM, 2010)

TC-DCA: a system for text classification based on document's content allocation. - Wenbo Li; Le Sun 001; Zhenzhong Zhang; Xue Jiang; Weiru Zhang (CIKM, 2010)

Improving phrase-based SMT model with Flattened Bilingual Parse Tree. - Dakun Zhang; Le Sun 001; Wenbo Li (NLPKE, 2010)

Overview of Multilingual Opinion Analysis Task at NTCIR-8: A Step Toward Cross Lingual Opinion Analysis. - Yohei Seki; Lun-Wei Ku; Le Sun 001; Hsin-Hsi Chen; Noriko Kando (NTCIR, 2010)

A Generative Entity-Mention Model for Linking Entities with Knowledge Base. - Xianpei Han; Le Sun 001 (ACL, 2011)

Improving Word Sense Induction by Exploiting Semantic Relevance. - Zhenzhong Zhang; Le Sun 001 (IJCNLP, 2011)

ISCAS at Subtopic Mining Task in NTCIR9. - Xue Jiang; Xianpei Han; Le Sun 001 (NTCIR, 2011)

Collective entity linking in web text: a graph-based method. - Xianpei Han; Le Sun 001; Jun Zhao 001 (SIGIR, 2011)

Report on the first summer school on NLP and IR in Beijing. - Ken Ward Church; Jian-Yun Nie; Le Sun 001; Maosong Sun 001; Haifeng Wang 001; Endong Xun (SIGIR Forum, 2011)

Introduction to the Special Issue on Chinese Language Processing. - Keh-Jiann Chen; Qun Liu 001; Nianwen Xue; Le Sun 001 (ACM Trans. Asian Lang. Inf. Process., 2011)

SIR-NERD: A Chinese Named Entity Recognition and Disambiguation System using a Two-Stage Method. - Zehuan Peng; Le Sun 001; Xianpei Han (CIPS-SIGHAN, 2012)

A Cascaded Approach for CIPS-SIGHAN Micro-Blog Word Segmentation Bakeoff 2012. - Bei Shi; Xianpei Han; Le Sun 001 (CIPS-SIGHAN, 2012)

An Entity-Topic Model for Entity Linking. - Xianpei Han; Le Sun 001 (EMNLP-CoNLL, 2012)

Learning to detect task boundaries of query session. - Zhenzhong Zhang; Le Sun 001; Xianpei Han (CIKM, 2013)

Semantic Consistency: A Local Subspace Based Method for Distant Supervised Relation Extraction. - Xianpei Han; Le Sun 001 (ACL (2), 2014)

A Feature-Enriched Tree Kernel for Relation Extraction. - Le Sun 001; Xianpei Han (ACL (2), 2014)

A Probabilistic Co-Bootstrapping Method for Entity Set Expansion. - Bei Shi; Zhenzhong Zhang; Le Sun 001; Xianpei Han (COLING, 2014)

Learning to Mine Query Subtopics from Query Log. - Zhenzhong Zhang; Le Sun 001; Xianpei Han (ACL (2), 2015)

Global Distant Supervision for Relation Extraction. - Xianpei Han; Le Sun 001 (AAAI, 2016)

A Joint Model for Entity Set Expansion and Attribute Extraction from Web Search Queries. - Zhenzhong Zhang; Le Sun 001; Xianpei Han (AAAI, 2016)

Sentence Rewriting for Semantic Parsing. - Bo Chen 020; Le Sun 001; Xianpei Han; Bo An 002 (ACL (1), 2016)

Large Scale Semantic Relation Discovery: Toward Establishing the Missing Link Between Wikipedia and Semantic Network. - Xianpei Han; Xiliang Song; Le Sun 001 (CCKS, 2016)

Context-Sensitive Inference Rule Discovery: A Graph-Based Method. - Xianpei Han; Le Sun 001 (COLING, 2016)

ISCAS_NLP at SemEval-2016 Task 1: Sentence Similarity Based on Support Vector Regression using Multiple Features. - Cheng Fu 003; Bo An 002; Xianpei Han; Le Sun 001 (SemEval@NAACL-HLT, 2016)

Distant Supervision via Prototype-Based Global Representation Learning. - Xianpei Han; Le Sun 001 (AAAI, 2017)

A document-based neural relevance model for effective clinical decision support. - Yanhua Ran; Ben He; Kai Hui 001; Jungang Xu; Le Sun 001 (BIBM, 2017)

Reasoning with Heterogeneous Knowledge for Commonsense Machine Comprehension. - Hongyu Lin; Le Sun 001; Xianpei Han (EMNLP, 2017)

Investigating the content and form of referring expressions in Mandarin: introducing the Mtuna corpus. - Kees van Deemter; Le Sun 001; Rint Sybesma; Xiao Li; Chen Bo; Muyun Yang (INLG, 2017)

ISCAS_Sogou at TAC-KBP 2017. - Xianpei Han; Xiliang Song; Hongyu Lin; Qichen Zhu; Yaojie Lu 001; Le Sun 001; Jingfang Xu; Mingrong Liu; Ranxu Su; Sheng Shang; Chenwei Ran; Feifei Xue (TAC, 2017)

Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing. - Bo Chen 020; Le Sun 001; Xianpei Han (ACL (1), 2018)

TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring. - Cancan Jin; Ben He; Kai Hui 001; Le Sun 001 (ACL (1), 2018)

Adaptive Scaling for Sparse Detection in Information Extraction. - Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ACL (1), 2018)

Nugget Proposal Networks for Chinese Event Detection. - Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ACL (1), 2018)

Neural Precision Medicine by Mining Implicit Treatment Concepts. - Canjia Li; Ben He; Le Sun 001; Yingfei Sun (BIBM, 2018)

Model-Free Context-Aware Word Composition. - Bo An 002; Xianpei Han; Le Sun 001 (COLING, 2018)

Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing. - Bo Chen 020; Bo An 002; Le Sun 001; Xianpei Han (COLING, 2018)

NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval. - Canjia Li; Yingfei Sun; Ben He; Le Wang; Kai Hui 001; Andrew Yates; Le Sun 001; Jungang Xu (EMNLP, 2018)

Accurate Text-Enhanced Knowledge Graph Representation Learning. - Bo An 002; Bo Chen 020; Xianpei Han; Le Sun 001 (NAACL-HLT, 2018)

Neural relevance model using similarities with elite documents for effective clinical decision support. - Yanhua Ran; Ben He; Kai Hui 001; Jungang Xu; Le Sun 001 (Int. J. Data Min. Bioinform., 2018)

Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks. - Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ACL (1), 2019)

Cost-sensitive Regularization for Label Confusion-aware Event Detection. - Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ACL (1), 2019)

Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning. - Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001 (ACL (1), 2019)

Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis. - Jialong Tang; Ziyao Lu; Jinsong Su; Yubin Ge; Linfeng Song; Le Sun 001; Jiebo Luo 001 (ACL (1), 2019)

Deep Sequence-to-Sequence Entity Matching for Heterogeneous Entity Resolution. - Hao Nie; Xianpei Han; Ben He; Le Sun 001; Bo Chen 020; Wei Zhang 127; Suhui Wu; Hao Kong (CIKM, 2019)

EUSP: An Easy-to-Use Semantic Parsing PlatForm. - Bo An 002; Bo Chen 020; Xianpei Han; Le Sun 001 (EMNLP/IJCNLP (3), 2019)

Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition. - Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001; Bin Dong 003; Shanshan Jiang 001 (EMNLP/IJCNLP (1), 2019)

Learning to Bootstrap for Entity Set Expansion. - Lingyong Yan; Xianpei Han; Le Sun 001; Ben He (EMNLP/IJCNLP (1), 2019)

End-to-End Multi-Perspective Matching for Entity Resolution. - Cheng Fu 003; Xianpei Han; Le Sun 001; Bo Chen 020; Wei Zhang 127; Suhui Wu; Hao Kong (IJCAI, 2019)

Retrofitting Soft Rules for Knowledge Representation Learning. - Bo An 002; Xianpei Han; Le Sun 001 (JIST, 2019)

External Knowledge-Based Weakly Supervised Learning Approach on Chinese Clinical Named Entity Recognition. - Yeheng Duan; Long-Long Ma; Xianpei Han; Le Sun 001; Bin Dong 003; Shanshan Jiang 001 (JIST, 2019)

Learning to Map Frequent Phrases to Sub-Structures of Meaning Representation for Neural Semantic Parsing. - Bo Chen 020; Xianpei Han; Ben He; Le Sun 001 (AAAI, 2020)

End-to-End Bootstrapping Neural Network for Entity Set Expansion. - Lingyong Yan; Xianpei Han; Ben He; Le Sun 001 (AAAI, 2020)

Reinforcement Learning for Clue Selection in Web-Based Entity Translation Mining. - Lingyong Yan; Xianpei Han; Le Sun 001 (CCKS, 2020)

A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? - Hongyu Lin; Yaojie Lu 001; Jialong Tang; Xianpei Han; Le Sun 001; Zhicheng Wei; Nicholas Jing Yuan (EMNLP (1), 2020)

Syntactic and Semantic-driven Learning for Open Information Extraction. - Jialong Tang; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001; Xinyan Xiao; Hua Wu 003 (EMNLP (Findings), 2020)

Global Bootstrapping Neural Network for Entity Set Expansion. - Lingyong Yan; Xianpei Han; Ben He; Le Sun 001 (EMNLP (Findings), 2020)

BERT-QE: Contextualized Query Expansion for Document Re-ranking. - Zhi Zheng; Kai Hui 001; Ben He; Xianpei Han; Le Sun 001; Andrew Yates (EMNLP (Findings), 2020)

Hierarchical Matching Network for Heterogeneous Entity Resolution. - Cheng Fu 003; Xianpei Han; Jiaming He; Le Sun 001 (IJCAI, 2020)

Global Structure and Local Semantics-Preserved Embeddings for Entity Alignment. - Hao Nie; Xianpei Han; Le Sun 001; Chi Man Wong; Qiang Chen; Suhui Wu; Wei Zhang 127 (IJCAI, 2020)

ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement Modeling. - Yaojie Lu 001; Annan Li; Hongyu Lin; Xianpei Han; Le Sun 001 (SemEval@COLING, 2020)

ISCAS_ICIP at MWPD-2020 Task 1: Product Matching Based on Deep Entity Matching Frameworks. - Cheng Fu 003; Tianshu Wang 002; Hao Nie; Xianpei Han; Le Sun 001 (MWPD@ISWC, 2020)

ICIP at TREC-2020 Deep Learning Track. - Xuanang Chen; Ben He; Le Sun 001; Yingfei Sun (TREC, 2020)

A Rigourous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? - Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2020)

From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension. - Lingyong Yan; Xianpei Han; Le Sun 001; Fangchao Liu; Ning Bian (CoRR, 2020)

An end-to-end pseudo relevance feedback framework for neural document retrieval. - Le Wang; Ze Luo; Canjia Li; Ben He; Le Sun 001; Hao Yu; Yingfei Sun (Inf. Process. Manag., 2020)

Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation. - Ning Bian; Xianpei Han; Bo Chen 020; Le Sun 001 (AAAI, 2021)

Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model. - Wenkai Zhang; Hongyu Lin; Xianpei Han; Le Sun 001; Huidan Liu; Zhicheng Wei; Nicholas Jing Yuan (AAAI, 2021)

Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction. - Yaojie Lu 001; Hongyu Lin; Jin Xu 014; Xianpei Han; Jialong Tang; Annan Li; Le Sun 001; Meng Liao; Shaoyi Chen (ACL/IJCNLP (1), 2021)

Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases. - Boxi Cao; Hongyu Lin; Xianpei Han; Le Sun 001; Lingyong Yan; Meng Liao; Tong Xue; Jin Xu 014 (ACL/IJCNLP (1), 2021)

Element Intervention for Open Relation Extraction. - Fangchao Liu; Lingyong Yan; Hongyu Lin; Xianpei Han; Le Sun 001 (ACL/IJCNLP (1), 2021)

From Discourse to Narrative: Knowledge Projection for Event Relation Extraction. - Jialong Tang; Hongyu Lin; Meng Liao; Yaojie Lu 001; Xianpei Han; Le Sun 001; Weijian Xie; Jin Xu 014 (ACL/IJCNLP (1), 2021)

From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding. - Shan Wu; Bo Chen 020; Chunlei Xin; Xianpei Han; Le Sun 001; Weipeng Zhang; Jiansong Chen; Fan Yang 087; Xunliang Cai (ACL/IJCNLP (1), 2021)

De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention. - Wenkai Zhang; Hongyu Lin; Xianpei Han; Le Sun 001 (ACL/IJCNLP (1), 2021)

Dependency to Semantics: Structure Transformation and Syntax-Guided Attention for Neural Semantic Parsing. - Shan Wu; Bo Chen 020; Xianpei Han; Le Sun 001 (CCKS, 2021)

From Learning-to-Match to Learning-to-Discriminate: Global Prototype Learning for Few-shot Relation Classification. - Fangchao Liu; Xinyan Xiao; Lingyong Yan; Hongyu Lin; Xianpei Han; Dai Dai; Hua Wu 003; Le Sun 001 (CCL, 2021)

Simplified TinyBERT: Knowledge Distillation for Document Retrieval. - Xuanang Chen; Ben He; Kai Hui 001; Le Sun 001; Yingfei Sun (ECIR (2), 2021)

Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention. - Jiawei Chen 011; Hongyu Lin; Xianpei Han; Le Sun 001 (EMNLP (1), 2021)

Fine-grained Entity Typing via Label Reasoning. - Qing Liu; Hongyu Lin; Xinyan Xiao; Xianpei Han; Le Sun 001; Hua Wu 003 (EMNLP (1), 2021)

Progressive Adversarial Learning for Bootstrapping: A Case Study on Entity Set Expansion. - Lingyong Yan; Xianpei Han; Le Sun 001 (EMNLP (1), 2021)

Contextualized Offline Relevance Weighting for Efficient and Effective Neural Retrieval. - Xuanang Chen; Ben He; Kai Hui 001; Yiran Wang; Le Sun 001; Yingfei Sun (SIGIR, 2021)

CIP at TREC 2021 Deep Learning Track. - Xuanang Chen; Ben He; Le Sun 001; Yingfei Sun (TREC, 2021)

Enhanced aspect-based sentiment analysis models with progressive self-supervised attention learning. - Jinsong Su; Jialong Tang; Hui Jiang; Ziyao Lu; Yubin Ge; Linfeng Song; Deyi Xiong; Le Sun 001; Jiebo Luo 001 (Artif. Intell., 2021)

Retrofitting Soft Rules for Knowledge Representation Learning. - Bo An 002; Xianpei Han; Cheng Fu 003; Le Sun 001 (Big Data Res., 2021)

Co-BERT: A Context-Aware BERT Retrieval Model Incorporating Local and Query-specific Context. - Xiaoyang Chen; Kai Hui 001; Ben He; Xianpei Han; Le Sun 001; Zheng Ye (CoRR, 2021)

Bridging the Gap between Language Model and Reading Comprehension: Unsupervised MRC via Self-Supervision. - Ning Bian; Xianpei Han; Bo Chen 020; Hongyu Lin; Ben He; Le Sun 001 (CoRR, 2021)

Contextualized query expansion via unsupervised chunk selection for text retrieval. - Zhi Zheng; Kai Hui 001; Ben He; Xianpei Han; Le Sun 001; Andrew Yates (Inf. Process. Manag., 2021)

Procedural Text Understanding via Scene-Wise Evolution. - Jialong Tang; Hongyu Lin; Meng Liao; Yaojie Lu 001; Xianpei Han; Le Sun 001; Weijian Xie; Jin Xu 014 (AAAI, 2022)

Unified Structure Generation for Universal Information Extraction. - Yaojie Lu 001; Qing Liu; Dai Dai; Xinyan Xiao; Hongyu Lin; Xianpei Han; Le Sun 001; Hua Wu 003 (ACL (1), 2022)

Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View. - Boxi Cao; Hongyu Lin; Xianpei Han; Fangchao Liu; Le Sun 001 (ACL (1), 2022)

Few-shot Named Entity Recognition with Self-describing Networks. - Jiawei Chen 011; Qing Liu; Hongyu Lin; Xianpei Han; Le Sun 001 (ACL (1), 2022)

Pre-training to Match for Unified Low-shot Relation Extraction. - Fangchao Liu; Hongyu Lin; Xianpei Han; Boxi Cao; Le Sun 001 (ACL (1), 2022)

ECO v1: Towards Event-Centric Opinion Mining. - Ruoxi Xu; Hongyu Lin; Meng Liao; Xianpei Han; Jin Xu 014; Wei Tan; Yingfei Sun; Le Sun 001 (ACL (Findings), 2022)

Data Synthesis and Iterative Refinement for Neural Semantic Parsing without Annotated Logical Forms. - Shan Wu; Bo Chen 020; Xianpei Han; Le Sun 001 (CCL, 2022)

Incorporating Ranking Context for End-to-End BERT Re-ranking. - Xiaoyang Chen; Kai Hui 001; Ben He; Xianpei Han; Le Sun 001; Zheng Ye (ECIR (1), 2022)

Groupwise Query Performance Prediction with BERT. - Xiaoyang Chen; Ben He; Le Sun 001 (ECIR (2), 2022)

Semantic-aware Contrastive Learning for More Accurate Semantic Parsing. - Shan Wu; Chunlei Xin; Bo Chen 020; Xianpei Han; Le Sun 001 (EMNLP, 2022)

Towards Robust Dense Retrieval via Local Ranking Alignment. - Xuanang Chen; Jian Luo; Ben He; Le Sun 001; Yingfei Sun (IJCAI, 2022)

Bridging the Gap between Reality and Ideality of Entity Matching: A Revisting and Benchmark Re-Constrcution. - Tianshu Wang 002; Hongyu Lin; Cheng Fu 003; Xianpei Han; Le Sun 001; Feiyu Xiong; Hui Chen; Minlong Lu; Xiuwen Zhu (IJCAI, 2022)

Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective. - Ying Zhou; Xuanang Chen; Ben He; Zheng Ye; Le Sun 001 (SIGIR, 2022)

CIP at TREC 2022 Deep Learning Track. - Jian Luo; Xinlin Peng; Xuanang Chen; Ben He; Le Sun 001; Yingfei Sun (TREC, 2022)

End-to-end neural event coreference resolution. - Yaojie Lu 001; Hongyu Lin; Jialong Tang; Xianpei Han; Le Sun 001 (Artif. Intell., 2022)

Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction. - Tianshu Wang 002; Hongyu Lin; Cheng Fu 003; Xianpei Han; Le Sun 001; Feiyu Xiong; Hui Chen; Minlong Lu; Xiuwen Zhu (CoRR, 2022)

Universal Information Extraction as Unified Semantic Matching. - Jie Lou; Yaojie Lu 001; Dai Dai; Wei Jia; Hongyu Lin; Xianpei Han; Le Sun 001; Hua Wu 003 (AAAI, 2023)

Dialogue Rewriting via Skeleton-Guided Generation. - Chunlei Xin; Hongyu Lin; Shan Wu; Xianpei Han; Bo Chen 020; Wen Dai; Shuai Chen; Bin Wang; Le Sun 001 (AAAI, 2023)

Learning In-context Learning for Named Entity Recognition. - Jiawei Chen 011; Yaojie Lu 001; Hongyu Lin; Jie Lou; Wei Jia; Dai Dai; Hua Wu 003; Boxi Cao; Xianpei Han; Le Sun 001 (ACL (1), 2023)

Towards Imperceptible Document Manipulations against Neural Ranking Models. - Xuanang Chen; Ben He; Zheng Ye; Le Sun 001; Yingfei Sun (ACL (Findings), 2023)

Understanding Differential Search Index for Text Retrieval. - Xiaoyang Chen; Yanjiang Liu; Ben He; Le Sun 001; Yingfei Sun (ACL (Findings), 2023)

WebDP: Understanding Discourse Structures in Semi-Structured Web Documents. - Peilin Liu; Hongyu Lin; Meng Liao; Hao Xiang; Xianpei Han; Le Sun 001 (ACL (Findings), 2023)

Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing. - Shan Wu; Chunlei Xin; Hongyu Lin; Xianpei Han; Cao Liu; Jiansong Chen; Fan Yang 087; Guanglu Wan; Le Sun 001 (ACL (1), 2023)

Document Information Extraction via Global Tagging. - Shaojie He; Tianshu Wang 002; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Yingfei Sun; Le Sun 001 (CCL, 2023)

SentBench: Comprehensive Evaluation of Self-Supervised Sentence Representation with Benchmark Construction. - Xiaoming Liu; Hongyu Lin; Xianpei Han; Le Sun 001 (CCL, 2023)

Contrastive Distant Supervision for Debiased and Denoised Machine Reading Comprehension. - Ning Bian; Hongyu Lin; Xianpei Han; Ben He; Le Sun 001 (EMNLP (Findings), 2023)

Does the Correctness of Factual Knowledge Matter for Factual Knowledge-Enhanced Pre-trained Language Models? - Boxi Cao; Qiaoyu Tang; Hongyu Lin; Xianpei Han; Le Sun 001 (EMNLP, 2023)

Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection. - Xinlin Peng; Ying Zhou; Ben He; Le Sun 001; Yingfei Sun (EMNLP, 2023)

Contextual Interaction for Argument Post Quality Assessment. - Yiran Wang; Xuanang Chen; Ben He; Le Sun 001 (EMNLP, 2023)

Toward Unified Controllable Text Generation via Regular Expression Instruction. - Xin Zheng; Hongyu Lin; Xianpei Han; Le Sun 001 (IJCNLP (1), 2023)

Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense Retrieval. - Xueru Wen; Xiaoyang Chen; Xuanang Chen; Ben He; Le Sun 001 (SIGIR, 2023)

CIP at TREC Deep Learning Track 2023. - Xiaoyang Chen; Ben He; Le Sun 001; Yingfei Sun (TREC, 2023)

ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models. - Ning Bian; Xianpei Han; Le Sun 001; Hongyu Lin; Yaojie Lu 001; Ben He (CoRR, 2023)

A Drop of Ink Makes a Million Think: The Spread of False Information in Large Language Models. - Ning Bian; Peilin Liu; Xianpei Han; Hongyu Lin; Yaojie Lu 001; Ben He; Le Sun 001 (CoRR, 2023)

Harvesting Event Schemas from Large Language Models. - Jialong Tang; Hongyu Lin; Zhuoqun Li; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2023)

Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models. - Boxi Cao; Qiaoyu Tang; Hongyu Lin; Xianpei Han; Jiawei Chen 011; Tianshu Wang 002; Le Sun 001 (CoRR, 2023)

DLUE: Benchmarking Document Language Understanding. - Ruoxi Xu; Hongyu Lin; Xinyan Guan; Xianpei Han; Yingfei Sun; Le Sun 001 (CoRR, 2023)

ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases. - Qiaoyu Tang; Ziliang Deng; Hongyu Lin; Xianpei Han; Qiao Liang; Le Sun 001 (CoRR, 2023)

Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection. - Xuanang Chen; Ben He; Le Sun 001; Yingfei Sun (CoRR, 2023)

DBCopilot: Scaling Natural Language Querying to Massive Databases. - Tianshu Wang 002; Hongyu Lin; Xianpei Han; Le Sun 001; Xiaoyang Chen; Hao Wang; Zhenyu Zeng (CoRR, 2023)

Dealing with textual noise for robust and effective BERT re-ranking. - Xuanang Chen; Ben He; Kai Hui 001; Le Sun 001; Yingfei Sun (Inf. Process. Manag., 2023)

Benchmarking Large Language Models in Retrieval-Augmented Generation. - Jiawei Chen 011; Hongyu Lin; Xianpei Han; Le Sun 001 (AAAI, 2024)

Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting. - Xinyan Guan; Yanjiang Liu; Hongyu Lin; Yaojie Lu 001; Ben He; Xianpei Han; Le Sun 001 (AAAI, 2024)

Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? - Ning Bian; Xianpei Han; Hongyu Lin; Yaojie Lu 001; Ben He; Le Sun 001 (ACL (1), 2024)

StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation. - Boxi Cao; Mengjie Ren; Hongyu Lin; Xianpei Han; Feng Zhang; Junfeng Zhan; Le Sun 001 (ACL (Findings), 2024)

Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA. - Xinran Chen; Xuanang Chen; Ben He; Tengfei Wen; Le Sun 001 (ACL (Findings), 2024)

REInstruct: Building Instruction Data from Unlabeled Corpus. - Shu Chen; Xinyan Guan; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001 (ACL (Findings), 2024)

Spiral of Silence: How is Large Language Model Killing Information Retrieval? - A Case Study on Open Domain Question Answering. - Xiaoyang Chen; Ben He; Hongyu Lin; Xianpei Han; Tianshu Wang 002; Boxi Cao; Le Sun 001; Yingfei Sun (ACL (1), 2024)

Open Grounded Planning: Challenges and Benchmark Construction. - Shiguang Guo; Ziliang Deng; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ACL (1), 2024)

Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations. - Lvxue Li; Jiaqi Chen; Xinyu Lu; Yaojie Lu 001; Hongyu Lin; Shuheng Zhou 001; Huijia Zhu; Weiqiang Wang; Zhongyi Liu; Xianpei Han; Le Sun 001 (ACL (Findings), 2024)

XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification. - Yanjiang Liu; Tianyun Zhong; Yaojie Lu 001; Hongyu Lin; Ben He; Shuheng Zhou 001; Huijia Zhu; Weiqiang Wang; Zhongyi Liu; Xianpei Han; Le Sun 001 (ACL (Findings), 2024)

SoFA: Shielded On-the-fly Alignment via Priority Rule Following. - Xinyu Lu; Bowen Yu 002; Yaojie Lu 001; Hongyu Lin; Haiyang Yu 003; Le Sun 001; Xianpei Han; Yongbin Li (ACL (Findings), 2024)

PRP-Graph: Pairwise Ranking Prompting to LLMs with Graph Aggregation for Effective Text Re-ranking. - Jian Luo; Xuanang Chen; Ben He; Le Sun 001 (ACL (1), 2024)

Learning or Self-aligning? Rethinking Instruction Fine-tuning. - Mengjie Ren; Boxi Cao; Hongyu Lin; Cao Liu; Xianpei Han; Ke Zeng; Guanglu Wan; Xunliang Cai; Le Sun 001 (ACL (1), 2024)

Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors. - Ying Zhou; Ben He; Le Sun 001 (ACL (1), 2024)

DLUE: Benchmarking Document Language Understanding. - Ruoxi Xu; Hongyu Lin; Xinyan Guan; Yingfei Sun; Le Sun 001 (CCL, 2024)

Pattern Shifting or Knowledge Losing? A Forgetting Perspective for Understanding the Effect of Instruction Fine-Tuning. - Chunkang Zhang; Boxi Cao; Yaojie Lu 001; Hongyu Lin; Liu Cao; Ke Zeng; Guanglu Wan; Xunliang Cai; Xianpei Han; Le Sun 001 (CCL, 2024)

Few-shot Named Entity Recognition via Superposition Concept Discrimination. - Jiawei Chen 011; Hongyu Lin; Xianpei Han; Yaojie Lu 001; Shanshan Jiang 001; Bin Dong 003; Le Sun 001 (LREC/COLING, 2024)

ChatGPT Is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models. - Ning Bian; Xianpei Han; Le Sun 001; Hongyu Lin; Yaojie Lu 001; Ben He; Shanshan Jiang 001; Bin Dong 003 (LREC/COLING, 2024)

Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models. - Boxi Cao; Qiaoyu Tang; Hongyu Lin; Shanshan Jiang 001; Bin Dong 003; Xianpei Han; Jiawei Chen 011; Tianshu Wang 002; Le Sun 001 (LREC/COLING, 2024)

Meta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models. - Zhuoqun Li; Hongyu Lin; Yaojie Lu 001; Hao Xiang; Xianpei Han; Le Sun 001 (LREC/COLING, 2024)

Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning. - Chunlei Xin; Yaojie Lu 001; Hongyu Lin; Shuheng Zhou 001; Huijia Zhu; Weiqiang Wang; Zhongyi Liu; Xianpei Han; Le Sun 001 (LREC/COLING, 2024)

Executing Natural Language-Described Algorithms with Large Language Models: An Investigation. - Xin Zheng; Qiming Zhu; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (LREC/COLING, 2024)

Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack. - Ying Zhou; Ben He; Le Sun 001 (LREC/COLING, 2024)

Seg2Act: Global Context-aware Action Generation for Document Logical Structuring. - Zichao Li; Shaojie He; Meng Liao; Xuanang Chen; Yaojie Lu 001; Hongyu Lin; Yanxiong Lu; Xianpei Han; Le Sun 001 (EMNLP, 2024)

Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation. - Ruotong Pan; Boxi Cao; Hongyu Lin; Xianpei Han; Jia Zheng 009; Sirui Wang; Xunliang Cai; Le Sun 001 (EMNLP, 2024)

Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering. - Chunlei Xin; Yaojie Lu 001; Hongyu Lin; Shuheng Zhou 001; Huijia Zhu; Weiqiang Wang; Zhongyi Liu; Xianpei Han; Le Sun 001 (EMNLP (Findings), 2024)

Self-Retrieval: End-to-End Information Retrieval with One Large Language Model. - Qiaoyu Tang; Jiawei Chen 011; Zhuoqun Li; Bowen Yu 002; Yaojie Lu 001; Cheng Fu 003; Haiyang Yu 003; Hongyu Lin; Fei Huang 002; Ben He; Xianpei Han; Le Sun 001; et al. (NeurIPS, 2024)

Self-Retrieval: Building an Information Retrieval System with One Large Language Model. - Qiaoyu Tang; Jiawei Chen 011; Bowen Yu 002; Yaojie Lu 001; Cheng Fu 003; Haiyang Yu 003; Hongyu Lin; Fei Huang 002; Ben He; Xianpei Han; Le Sun 001; Yongbin Li (CoRR, 2024)

Academically intelligent LLMs are not necessarily socially intelligent. - Ruoxi Xu; Hongyu Lin; Xianpei Han; Le Sun 001; Yingfei Sun (CoRR, 2024)

Spiral of Silences: How is Large Language Model Killing Information Retrieval? - A Case Study on Open Domain Question Answering. - Xiaoyang Chen; Ben He; Hongyu Lin; Xianpei Han; Tianshu Wang 002; Boxi Cao; Le Sun 001; Yingfei Sun (CoRR, 2024)

Towards Universal Dense Blocking for Entity Resolution. - Tianshu Wang 002; Hongyu Lin; Xianpei Han; Xiaoyang Chen; Boxi Cao; Le Sun 001 (CoRR, 2024)

URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression. - Zhuoqun Li; Hongyu Lin; Tianshu Wang 002; Boxi Cao; Yaojie Lu 001; Weixiang Zhou; Hao Wang; Zhenyu Zeng; Le Sun 001; Xianpei Han (CoRR, 2024)

Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching. - Tianshu Wang 002; Hongyu Lin; Xiaoyang Chen; Xianpei Han; Hao Wang; Zhenyu Zeng; Le Sun 001 (CoRR, 2024)

Towards Scalable Automated Alignment of LLMs: A Survey. - Boxi Cao; Keming Lu; Xinyu Lu; Jiawei Chen 011; Mengjie Ren; Hao Xiang; Peilin Liu; Yaojie Lu 001; Ben He; Xianpei Han; Le Sun 001; Hongyu Lin; et al. (CoRR, 2024)

On-Policy Fine-grained Knowledge Feedback for Hallucination Mitigation. - Xueru Wen; Xinyu Lu; Xinyan Guan; Yaojie Lu 001; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2024)

Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models. - Jiasheng Zheng; Boxi Cao; Zhengzhao Ma; Ruotong Pan; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2024)

CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution. - Ruiyang Xu; Jialun Cao; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Ben He; Shing-Chi Cheung; Le Sun 001 (CoRR, 2024)

Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic. - Xin Zheng; Jie Lou; Boxi Cao; Xueru Wen; Yuqiu Ji; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Debing Zhang; Le Sun 001 (CoRR, 2024)

READoc: A Unified Benchmark for Realistic Document Structured Extraction. - Zichao Li; Aizier Abulaiti; Yaojie Lu 001; Xuanang Chen; Jia Zheng 009; Hongyu Lin; Xianpei Han; Le Sun 001 (CoRR, 2024)

Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? - Xueru Wen; Jie Lou; Yaojie Lu 001; Hongyu Lin; Xing Yu; Xinyu Lu; Ben He; Xianpei Han; Debing Zhang; Le Sun 001 (CoRR, 2024)

Multi-Facet Counterfactual Learning for Content Quality Evaluation. - Jiasheng Zheng; Hongyu Lin; Boxi Cao; Meng Liao; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2024)

A Unified View of Delta Parameter Editing in Post-Trained Large-Scale Models. - Qiaoyu Tang; Le Yu; Bowen Yu 002; Hongyu Lin; Keming Lu; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2024)

Aligning Large Language Models via Self-Steering Optimization. - Hao Xiang; Bowen Yu 002; Hongyu Lin; Keming Lu; Yaojie Lu 001; Xianpei Han; Le Sun 001; Jingren Zhou 001; Junyang Lin (CoRR, 2024)

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering. - Xinyan Guan; Yanjiang Liu; Xinyu Lu; Boxi Cao; Ben He; Xianpei Han; Le Sun 001; Jie Lou; Bowen Yu 002; Yaojie Lu 001; Hongyu Lin (CoRR, 2024)

AI for social science and social science of AI: A survey. - Ruoxi Xu; Yingfei Sun; Mengjie Ren; Shiguang Guo; Ruotong Pan; Hongyu Lin; Le Sun 001; Xianpei Han (Inf. Process. Manag., 2024)

The Life Cycle of Knowledge in Big Language Models: A Survey. - Boxi Cao; Hongyu Lin; Xianpei Han; Le Sun 001 (Mach. Intell. Res., 2024)

DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation. - Qiming Zhu; Jialun Cao; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001; Shing-Chi Cheung (AAAI, 2025)

From Informal to Formal - Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs. - Jialun Cao; Yaojie Lu 001; Meiziniu Li; Haoyang Ma; Haokun Li; Mengda He; Cheng Wen 002; Le Sun 001; Hongyu Zhang 002; Shengchao Qin; Shing-Chi Cheung; Cong Tian (ACL (1), 2025)

Not All Terms Matter: Recall-Oriented Adaptive Learning for PLM-aided Query Expansion in Open-Domain Question Answering. - Xinran Chen; Ben He; Xuanang Chen; Le Sun 001 (ACL (1), 2025)

READoc: A Unified Benchmark for Realistic Document Structured Extraction. - Zichao Li; Aizier Abulaiti; Yaojie Lu 001; Xuanang Chen; Jia Zheng 009; Hongyu Lin; Xianpei Han; Shanshan Jiang 001; Bin Dong 003; Le Sun 001 (ACL (Findings), 2025)

DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking. - Zhuoqun Li; Haiyang Yu 003; Xuanang Chen; Hongyu Lin; Yaojie Lu 001; Fei Huang 002; Xianpei Han; Yongbin Li; Le Sun 001 (ACL (1), 2025)

The Linguistic Connectivities Within Large Language Models. - Dan Wang; Boxi Cao; Ning Bian; Xuanang Chen; Yaojie Lu 001; Hongyu Lin; Jia Zheng 009; Le Sun 001; Shanshan Jiang 001; Bin Dong 003; Xianpei Han (ACL (Findings), 2025)

Code-SPA: Style Preference Alignment to Large Language Models for Effective and Robust Code Debugging. - Tengfei Wen; Xuanang Chen; Ben He; Le Sun 001 (ACL (Findings), 2025)

Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch. - Xueru Wen; Jie Lou; Zichao Li; Yaojie Lu 001; XingYu; Yuqiu Ji; Guohai Xu; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001; Debing Zhang (ACL (1), 2025)

On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation. - Xueru Wen; Jie Lou; Xinyu Lu; Yuqiu Ji; Xinyan Guan; Yaojie Lu 001; Hongyu Lin; Ben He; Xianpei Han; Debing Zhang; Le Sun 001 (ACL (Findings), 2025)

Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models. - Hao Xiang; Bowen Yu 002; Hongyu Lin; Keming Lu; Yaojie Lu 001; Xianpei Han; Ben He; Le Sun 001; Jingren Zhou 001; Junyang Lin (ACL (Findings), 2025)

Sparse Latents Steer Retrieval-Augmented Generation. - Chunlei Xin; Shuheng Zhou 001; Huijia Zhu; Weiqiang Wang; Xuanang Chen; Xinyan Guan; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001 (ACL (1), 2025)

CRUXEVAL-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution. - Ruiyang Xu; Jialun Cao; Yaojie Lu 001; Ming Wen 001; Hongyu Lin; Xianpei Han; Ben He; Shing-Chi Cheung; Le Sun 001 (ACL (1), 2025)

Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning. - Ruoxi Xu; Yunjie Ji; Boxi Cao; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Ben He; Yingfei Sun; Xiangang Li; Le Sun 001 (ACL (1), 2025)

ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search. - Yize Zhang; Tianshu Wang 002; Sirui Chen; Kun Wang; Xingyu Zeng; Hongyu Lin; Xianpei Han; Le Sun 001; Chaochao Lu (ACL (1), 2025)

Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic. - Xin Zheng; Jie Lou; Boxi Cao; Xueru Wen; Yuqiu Ji; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Debing Zhang; Le Sun 001 (ACL (Findings), 2025)

DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models. - Ying Zhou; Xinyao Wang; Yulei Niu; Yaojie Shen; Lexin Tang; Fan Chen; Ben He; Le Sun 001; Longyin Wen (ACL (Findings), 2025)

Improved Sparse Upcycling for Instruction Tuning. - Wangyi Jiang; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001 (COLING, 2025)

Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching. - Tianshu Wang 002; Xiaoyang Chen; Hongyu Lin; Xuanang Chen; Xianpei Han; Le Sun 001; Hao Wang; Zhenyu Zeng (COLING, 2025)

Can LLMs Clarify? Investigation and Enhancement of Large Language Models on Argument Claim Optimization. - Yiran Wang; Ben He; Xuanang Chen; Le Sun 001 (COLING, 2025)

Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering. - Chunlei Xin; Shuheng Zhou 001; Xuanang Chen; Yaojie Lu 001; Huijia Zhu; Weiqiang Wang; Zhongyi Liu; Xianpei Han; Le Sun 001 (COLING, 2025)

DBCopilot: Natural Language Querying over Massive Databases via Schema Routing. - Tianshu Wang 002; Xiaoyang Chen; Hongyu Lin; Xianpei Han; Le Sun 001; Hao Wang; Zhenyu Zeng (EDBT, 2025)

The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model. - Jiawei Chen 011; Wentao Chen; Jing Su; Jingjing Xu; Hongyu Lin; Mengjie Ren; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ICLR, 2025)

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization. - Zhuoqun Li; Xuanang Chen; Haiyang Yu 003; Hongyu Lin; Yaojie Lu 001; Qiaoyu Tang; Fei Huang 002; Xianpei Han; Le Sun 001; Yongbin Li (ICLR, 2025)

Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? - Xueru Wen; Jie Lou; Yaojie Lu 001; Hongyu Lin; XingYu; Xinyu Lu; Ben He; Xianpei Han; Debing Zhang; Le Sun 001 (ICLR, 2025)

Large Language Models Often Say One Thing and Do Another. - Ruoxi Xu; Hongyu Lin; Xianpei Han; Jia Zheng 009; Weixiang Zhou; Le Sun 001; Yingfei Sun (ICLR, 2025)

Transferable Post-training via Inverse Value Learning. - Xinyu Lu; Xueru Wen; Yaojie Lu 001; Bowen Yu 002; Hongyu Lin; Haiyang Yu 003; Le Sun 001; Xianpei Han; Yongbin Li (NAACL (Long Papers), 2025)

Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models. - Yanjiang Liu; Shuheng Zhou 001; Yaojie Lu 001; Huijia Zhu; Weiqiang Wang; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2025)

PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides. - Hao Zheng; Xinyan Guan; Hao Kong; Jia Zheng 009; Hongyu Lin; Yaojie Lu 001; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2025)

DeepRAG: Thinking to Retrieval Step by Step for Large Language Models. - Xinyan Guan; Jiali Zeng; Fandong Meng; Chunlei Xin; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001; Jie Zhou 016 (CoRR, 2025)

SAISA: Towards Multimodal Large Language Models with Both Training and Inference Efficiency. - Qianhao Yuan; Yanjiang Liu; Yaojie Lu 001; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2025)

Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch. - Xueru Wen; Jie Lou; Zichao Li; Yaojie Lu 001; Xing Yu; Yuqiu Ji; Guohai Xu; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001; Debing Zhang (CoRR, 2025)

The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models. - Zichao Li; Xueru Wen; Jie Lou; Yuqiu Ji; Yaojie Lu 001; Xianpei Han; Debing Zhang; Le Sun 001 (CoRR, 2025)

Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models. - Qiao Liang; Yanjiang Liu; Ben He; Yaojie Lu 001; Hongyu Lin; Jia Zheng 009; Xianpei Han; Le Sun 001; Yingfei Sun (CoRR, 2025)

ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers. - Qianhao Yuan; Qingyu Zhang; Yanjiang Liu; Jiawei Chen 011; Yaojie Lu 001; Hongyu Lin; Jia Zheng 009; Xianpei Han; Le Sun 001 (CoRR, 2025)

Across Programming Language Silos: A Study on Cross-Lingual Retrieval-augmented Code Generation. - Qiming Zhu; Jialun Cao; Xuanang Chen; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001; Shing-Chi Cheung (CoRR, 2025)

ConsistentChat: Building Skeleton-Guided Consistent Dialogues for Large Language Models from Scratch. - Jiawei Chen 011; Xinyan Guan; Qianhao Yuan; Guozhao Mo; Weixiang Zhou; Yaojie Lu 001; Hongyu Lin; Ben He; Le Sun 001; Xianpei Han (CoRR, 2025)

EmbedAgent: Benchmarking Large Language Models in Embedded System Development. - Ruiyang Xu; Jialun Cao; Mingyuan Wu; Wenliang Zhong; Yaojie Lu 001; Ben He; Xianpei Han; Shing-Chi Cheung; Le Sun 001 (CoRR, 2025)

Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns. - Ning Bian; Hongyu Lin; Peilin Liu; Yaojie Lu 001; Chunkang Zhang; Ben He; Xianpei Han; Le Sun 001 (IEEE Trans. Comput. Soc. Syst., 2025)

RefCritic: Training Long Chain-of-Thought Critic Models with Refinement Feedback. - Qiaoyu Tang; Hao Xiang; Le Yu; Bowen Yu 002; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001; Junyang Lin (CoRR, 2025)

Beyond Isolated Dots: Benchmarking Structured Table Construction as Deep Knowledge Extraction. - Tianyun Zhong; Guozhao Mo; Yanjiang Liu; Yihan Chen; Lingdi Kong; Xuanang Chen; Yaojie Lu 001; Hongyu Lin; Ben He; Le Sun 001 (CoRR, 2025)

RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing. - Hao Xiang; Tianyi Tang; Yang Su; Bowen Yu 002; An Yang; Fei Huang 002; Yichang Zhang; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Jingren Zhou 001; Junyang Lin; et al. (CoRR, 2025)

LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools? - Guozhao Mo; Wenliang Zhong; Jiawei Chen 011; Xuanang Chen; Yaojie Lu 001; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2025)

PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing. - Zhuoqun Li; Xuanang Chen; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2025)