NLPR in TREC 2007 Blog Track. - Kang Liu 001; Gen Wang; Xianpei Han; Jun Zhao 001 (TREC, 2007)

Named entity disambiguation by leveraging wikipedia semantic knowledge. - Xianpei Han; Jun Zhao 001 (CIKM, 2009)

NLPR_KBP in TAC 2009 KBP Track: A Two-Stage Method to Entity Linking. - Xianpei Han; Jun Zhao 001 (TAC, 2009)

Web personal name disambiguation based on reference entity tables mined from the web. - Xianpei Han; Jun Zhao 001 (WIDM, 2009)

Structural Semantic Relatedness: A Knowledge-Based Method to Named Entity Disambiguation. - Xianpei Han; Jun Zhao 001 (ACL, 2010)

Topic-driven web search result organization by leveraging wikipedia semantic knowledge. - Xianpei Han; Jun Zhao 001 (CIKM, 2010)

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

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)

Knowledge Extraction from Wikis/BBS/Blogs/News Web Sites. - Jun Zhao 001; Kang Liu 001; Guangyou Zhou; Zhenyu Qi 003; Yang Liu 021; Xianpei Han (Mining User Generated Content, 2014)

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)

A Context-Aware Topic Model for Statistical Machine Translation. - Jinsong Su; Deyi Xiong; Yang Liu 005; Xianpei Han; Hongyu Lin; Junfeng Yao; Min Zhang 005 (ACL (1), 2015)

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

Graph-Based Collective Lexical Selection for Statistical Machine Translation. - Jinsong Su; Deyi Xiong; Shujian Huang; Xianpei Han; Junfeng Yao (EMNLP, 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)

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

Variational Recurrent Neural Machine Translation. - Jinsong Su; Shan Wu; Deyi Xiong; Yaojie Lu 001; Xianpei Han; Biao Zhang 002 (AAAI, 2018)

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

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)

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

CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction. - Chaojun Xiao; Haoxi Zhong; Zhipeng Guo 001; Cunchao Tu; Zhiyuan Liu 001; Maosong Sun 001; Yansong Feng 002; Xianpei Han; Zhen Hu; Heng Wang; Jianfeng Xu (CoRR, 2018)

Overview of CAIL2018: Legal Judgment Prediction Competition. - Haoxi Zhong; Chaojun Xiao; Zhipeng Guo 001; Cunchao Tu; Zhiyuan Liu 001; Maosong Sun 001; Yansong Feng 002; Xianpei Han; Zhen Hu; Heng Wang; Jianfeng Xu (CoRR, 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)

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)

CAIL2019-SCM: A Dataset of Similar Case Matching in Legal Domain. - Chaojun Xiao; Haoxi Zhong; Zhipeng Guo 001; Cunchao Tu; Zhiyuan Liu 001; Maosong Sun 001; Tianyang Zhang 001; Xianpei Han; Zhen Hu; Heng Wang; Jianfeng Xu (CoRR, 2019)

A neural image captioning model with caption-to-images semantic constructor. - Jinsong Su; Jialong Tang; Ziyao Lu; Xianpei Han; Haiying Zhang (Neurocomputing, 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)

Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA. - Xianpei Han; Zhichun Wang; Jiangtao Zhang; Qinghua Wen; Wenqi Li; Buzhou Tang; Qi Wang; Zhifan Feng; Yang Zhang; Yajuan Lu; Haitao Wang 019; Wenliang Chen; et al. (CoRR, 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)

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)

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)

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)

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. - Yuan Yao 013; Qingxiu Dong; Jian Guan 002; Boxi Cao; Zhengyan Zhang; Chaojun Xiao; Xiaozhi Wang; Fanchao Qi; Junwei Bao 001; Jinran Nie; Zheni Zeng; Yuxian Gu; et al. (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)

An External Knowledge Enhanced Graph-based Neural Network for Sentence Ordering. - Yongjing Yin; Shaopeng Lai; Linfeng Song; Chulun Zhou; Xianpei Han; Junfeng Yao; Jinsong Su (J. Artif. Intell. Res., 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)

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

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)

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)

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

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)

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)

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)

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)

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)

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)

Base of RoPE Bounds Context Length. - Mingyu Xu; Xin Men; Bingning Wang; Qingyu Zhang; Hongyu Lin; Xianpei Han; Weipeng Chen (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)

ShortGPT: Layers in Large Language Models are More Redundant Than You Expect. - Xin Men; Mingyu Xu; Qingyu Zhang; Bingning Wang; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Weipeng Chen (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)

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)

ShortGPT: Layers in Large Language Models are More Redundant Than You Expect. - Xin Men; Mingyu Xu; Qingyu Zhang; Qianhao Yuan; Bingning Wang; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Weipeng Chen (ACL (Findings), 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)

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)

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)

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)

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)