Mining Opinion Words and Opinion Targets in a Two-Stage Framework. - Liheng Xu; Kang Liu 001; Siwei Lai; Yubo Chen 001; Jun Zhao 001 (ACL (1), 2013)

Towards faster and better retrieval models for question search. - Guangyou Zhou; Yubo Chen 001; Daojian Zeng; Jun Zhao 001 (CIKM, 2013)

CASIA@QALD-3: A Question Answering System over Linked Data. - Shizhu He; Shulin Liu; Yubo Chen 001; Guangyou Zhou; Kang Liu 001; Jun Zhao 001 (CLEF (Working Notes), 2013)

The CASIA Entity linking System at TAC 2013. - Yubo Chen 001; Guangyou Zhou; Liheng Xu; Shizhu He; Kang Liu 001; Jun Zhao 001 (TAC, 2013)

Walk and learn: a two-stage approach for opinion words and opinion targets co-extraction. - Liheng Xu; Kang Liu 001; Siwei Lai; Yubo Chen 001; Jun Zhao 001 (WWW (Companion Volume), 2013)

Learning the Distinctive Pattern Space Features for Relation Extraction. - Daojian Zeng; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Xueqiang Lv (CCL, 2014)

Group Non-negative Matrix Factorization with Natural Categories for Question Retrieval in Community Question Answer Archives. - Guangyou Zhou; Yubo Chen 001; Daojian Zeng; Jun Zhao 001 (COLING, 2014)

Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks. - Yubo Chen 001; Liheng Xu; Kang Liu 001; Daojian Zeng; Jun Zhao 001 (ACL (1), 2015)

Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks. - Daojian Zeng; Kang Liu 001; Yubo Chen 001; Jun Zhao 001 (EMNLP, 2015)

Leveraging FrameNet to Improve Automatic Event Detection. - Shulin Liu; Yubo Chen 001; Shizhu He; Kang Liu 001; Jun Zhao 001 (ACL (1), 2016)

Event Extraction via Bidirectional Long Short-Term Memory Tensor Neural Networks. - Yubo Chen 001; Shulin Liu; Shizhu He; Kang Liu 001; Jun Zhao 001 (CCL, 2016)

Automatically Labeled Data Generation for Large Scale Event Extraction. - Yubo Chen 001; Shulin Liu; Xiang Zhang; Kang Liu 001; Jun Zhao 001 (ACL (1), 2017)

Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms. - Shulin Liu; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL (1), 2017)

Attention-Based Event Relevance Model for Stock Price Movement Prediction. - Jian Liu 032; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CCKS, 2017)

Improving Event Detection via Information Sharing Among Related Event Types. - Shulin Liu; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Zhunchen Luo; Wei Luo (CCL, 2017)

Event Detection via Gated Multilingual Attention Mechanism. - Jian Liu 032; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (AAAI, 2018)

DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data. - Hang Yang; Yubo Chen 001; Kang Liu 001; Yang Xiao 017; Jun Zhao 001 (ACL (4), 2018)

Adversarial Training for Relation Classification with Attention Based Gate Mechanism. - Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CCKS, 2018)

Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms. - Yubo Chen 001; Hang Yang; Kang Liu 001; Jun Zhao 001; Yantao Jia (EMNLP, 2018)

Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism. - Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Shengping Liu (EMNLP, 2018)

Exploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection. - Jian Liu 032; Yubo Chen 001; Kang Liu 001 (AAAI, 2019)

Adaptive Multilingual Representations for Cross-Lingual Entity Linking with Attention on Entity Descriptions. - Chenhao Wang 004; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CCKS, 2019)

Relation and Fact Type Supervised Knowledge Graph Embedding via Weighted Scores. - Bo Zhou 024; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CCL, 2019)

Neural Cross-Lingual Event Detection with Minimal Parallel Resources. - Jian Liu 032; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP/IJCNLP (1), 2019)

Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network. - Dianbo Sui; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Shengping Liu (EMNLP/IJCNLP (1), 2019)

Attention-Based Direct Interaction Model for Knowledge Graph Embedding. - Bo Zhou 024; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (JIST (2), 2019)

Event co-reference resolution via a multi-loss neural network without using argument information. - Xinyu Zuo; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (Sci. China Inf. Sci., 2019)

HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding. - Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Shengping Liu; Weifeng Chong (ACL, 2020)

Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes. - Pengfei Cao; Chenwei Yan; Xiangling Fu; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Shengping Liu; Weifeng Chong (ACL (demo), 2020)

Meta Learning for Event Argument Extraction via Domain-Specific Information Enhanced. - Hang Yang; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CCKS, 2020)

Chinese Named Entity Recognition via Adaptive Multi-pass Memory Network with Hierarchical Tagging Mechanism. - Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CNCL, 2020)

Towards Causal Explanation Detection with Pyramid Salient-Aware Network. - Xinyu Zuo; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CNCL, 2020)

KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision. - Xinyu Zuo; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (COLING, 2020)

Incremental Event Detection via Knowledge Consolidation Networks. - Pengfei Cao; Yubo Chen 001; Jun Zhao 001; Taifeng Wang (EMNLP (1), 2020)

How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization. - Jian Liu 032; Yubo Chen 001; Kang Liu 001; Yantao Jia; Zhicheng Sheng (EMNLP (Findings), 2020)

Event Extraction as Machine Reading Comprehension. - Jian Liu 032; Yubo Chen 001; Kang Liu 001; Wei Bi; Xiaojiang Liu (EMNLP (1), 2020)

FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction. - Dianbo Sui; Yubo Chen 001; Jun Zhao 001; Yantao Jia; Yuantao Xie; Weijian Sun (EMNLP (1), 2020)

Knowledge Enhanced Event Causality Identification with Mention Masking Generalizations. - Jian Liu 032; Yubo Chen 001; Jun Zhao 001 (IJCAI, 2020)

Reconstructing Event Regions for Event Extraction via Graph Attention Networks. - Pei Chen; Hang Yang; Kang Liu 001; Ruihong Huang; Yubo Chen 001; Taifeng Wang; Jun Zhao 001 (AACL/IJCNLP, 2020)

Extracting Events and Their Relations from Texts: A Survey on Recent Research Progress and Challenges. - Kang Liu 001; Yubo Chen 001; Jian Liu 032; Xinyu Zuo; Jun Zhao 001 (AI Open, 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)

Event Coreference Resolution via a Multi-loss Neural Network without Using Argument Information. - Xinyu Zuo; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2020)

Joint Entity and Relation Extraction with Set Prediction Networks. - Dianbo Sui; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Xiangrong Zeng; Shengping Liu (CoRR, 2020)

CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge. - Chenhao Wang 004; Yubo Chen 001; Zhipeng Xue; Yang Zhou; Jun Zhao 001 (AAAI, 2021)

What the Role is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering. - Yang Zhou; Yubo Chen 001; Jun Zhao 001; Yin Wu; Jiexin Xu; Jinlong Li (AAAI, 2021)

Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks. - Pengfei Cao; Xinyu Zuo; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Yuguang Chen; Weihua Peng (ACL/IJCNLP (1), 2021)

Named Entity Recognition via Noise Aware Training Mechanism with Data Filter. - Xiusheng Huang; Yubo Chen 001; Shun Wu; Jun Zhao 001; Yuantao Xie; Weijian Sun (ACL/IJCNLP (Findings), 2021)

CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet. - Zhuoran Jin; Yubo Chen 001; Dianbo Sui; Chenhao Wang 004; Zhipeng Xue; Jun Zhao 001 (ACL (demo), 2021)

A Large-Scale Chinese Multimodal NER Dataset with Speech Clues. - Dianbo Sui; Zhengkun Tian; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL/IJCNLP (1), 2021)

Document-level Event Extraction via Parallel Prediction Networks. - Hang Yang; Dianbo Sui; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Taifeng Wang (ACL/IJCNLP (1), 2021)

Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism. - Tong Zhou; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Kun Niu; Weifeng Chong; Shengping Liu (ACL/IJCNLP (1), 2021)

LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification. - Xinyu Zuo; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Weihua Peng; Yuguang Chen (ACL/IJCNLP (1), 2021)

Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement. - Xinyu Zuo; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Weihua Peng; Yuguang Chen (ACL/IJCNLP (Findings), 2021)

Enhance Both Text and Label: Combination Strategies for Improving the Generalization Ability of Medical Entity Extraction. - Zhen Gan; Zhucong Li; Baoli Zhang; Jing Wan; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Yafei Shi; Shengping Liu (CCKS (Evaluation Track), 2021)

NSRL: Named Entity Recognition with Noisy Labels via Selective Review Learning. - Xiusheng Huang; Yubo Chen 001; Kang Liu 001; Yuantao Xie; Weijian Sun; Jun Zhao 001 (CCKS, 2021)

Uncertainty-Aware Self-Training for Semi-Supervised Event Temporal Relation Extraction. - Pengfei Cao; Xinyu Zuo; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Wei Bi (CIKM, 2021)

Multi-Sentence Argument Linking via An Event-Aware Hierarchical Encoder. - Hang Yang; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Taifeng Wang (CIKM, 2021)

Multi-Task Self-Supervised Learning for Script Event Prediction. - Bo Zhou 024; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Jiexin Xu; Xiaojian Jiang; Jinlong Li (CIKM, 2021)

Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents. - Pei Chen; Kang Liu 001; Yubo Chen 001; Taifeng Wang; Jun Zhao 001 (EACL, 2021)

Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification. - Pengfei Cao; Yubo Chen 001; Yuqing Yang 004; Kang Liu 001; Jun Zhao 001 (EMNLP (1), 2021)

Distantly Supervised Relation Extraction in Federated Settings. - Dianbo Sui; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2021)

Set Generation Networks for End-to-End Knowledge Base Population. - Dianbo Sui; Chenhao Wang 004; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Wei Bi (EMNLP (1), 2021)

CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset. - Baoli Zhang; Zhucong Li; Zhen Gan; Yubo Chen 001; Jing Wan; Kang Liu 001; Jun Zhao 001; Shengping Liu; Yafei Shi (EMNLP (Demos), 2021)

Knowledge Guided Metric Learning for Few-Shot Text Classification. - Dianbo Sui; Yubo Chen 001; Binjie Mao; Delai Qiu; Kang Liu 001; Jun Zhao 001 (NAACL-HLT, 2021)

Incorporate Lexicon into Self-training: A Distantly Supervised Chinese Medical NER. - Zhen Gan; Zhucong Li; Baoli Zhang; Jing Wan; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Yafei Shi; Shengping Liu (NLPCC (1), 2021)

Classification, Extraction, and Normalization : CASIA_Unisound Team at the Social Media Mining for Health 2021 Shared Tasks. - Tong Zhou; Zhucong Li; Zhen Gan; Baoli Zhang; Yubo Chen 001; Kun Niu; Jing Wan; Kang Liu 001; Jun Zhao 001; Yafei Shi; Weifeng Chong; Shengping Liu (SMM4H@NAACL-HLT, 2021)

Semi-Supervised Noisy Label Learning for Chinese Clinical Named Entity Recognition. - Zhucong Li; Zhen Gan; Baoli Zhang; Yubo Chen 001; Jing Wan; Kang Liu 001; Jun Zhao 001; Shengping Liu (Data Intell., 2021)

CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge. - Zhuoran Jin; Tianyi Men; Hongbang Yuan; Zhitao He 001; Dianbo Sui; Chenhao Wang 004; Zhipeng Xue; Yubo Chen 001; Jun Zhao 001 (ACL (demo), 2022)

CASIA@SMM4H'22: A Uniform Health Information Mining System for Multilingual Social Media Texts. - Jia Fu; Sirui Li; Hui Ming Yuan; Zhucong Li; Zhen Gan; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Shengping Liu (SMM4H@COLING, 2022)

Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning. - Xiusheng Huang; Hang Yang; Yubo Chen 001; Jun Zhao 001; Kang Liu 001; Weijian Sun; Zuyu Zhao (COLING, 2022)

Generating Temporally-ordered Event Sequences via Event Optimal Transport. - Bo Zhou 024; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Jiexin Xu; Xiaojian Jiang; Qiuxia Li (COLING, 2022)

Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach. - Bo Zhou 024; Chenhao Wang 004; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Jiexin Xu; Xiaojian Jiang; Qiuxia Li (COLING, 2022)

A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing. - Zhuoran Jin; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP, 2022)

CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding. - Zhuoran Jin; Tianyi Men; Hongbang Yuan; Yuyang Zhou; Pengfei Cao; Yubo Chen 001; Zhipeng Xue; Kang Liu 001; Jun Zhao 001 (EMNLP (Demos), 2022)

CN-AutoMIC: Distilling Chinese Commonsense Knowledge from Pretrained Language Models. - Chenhao Wang 004; Jiachun Li; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP, 2022)

CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities. - Jia Fu; Zhen Gan; Zhucong Li; Sirui Li; Dianbo Sui; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (SemEval@NAACL, 2022)

Zero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning. - Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (AAAI, 2023)

Event Process Typing via Hierarchical Optimal Transport. - Bo Zhou 024; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (AAAI, 2023)

EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata. - Shaoru Guo; Chenhao Wang 004; Yubo Chen 001; Kang Liu 001; Ru Li 001; Jun Zhao 001 (ACL (Findings), 2023)

Event Ontology Completion with Hierarchical Structure Evolution Networks. - Pengfei Cao; Yupu Hao; Yubo Chen 001; Kang Liu 001; Jiexin Xu; Huaijun Li; Xiaojian Jiang; Jun Zhao 001 (EMNLP, 2023)

Complex Event Schema Induction with Knowledge-Enriched Diffusion Model. - Yupu Hao; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jiexin Xu; Huaijun Li; Xiaojian Jiang; Jun Zhao 001 (EMNLP (Findings), 2023)

LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation. - Zhitao He 001; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Ruopeng Li; Mengshu Sun; Jun Zhao 001 (EMNLP (Findings), 2023)

InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models. - Zhuoran Jin; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2023)

Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching. - Zhuoran Jin; Pengfei Cao; Zhitao He 001; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2023)

ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models. - Baoli Zhang; Haining Xie; Pengfan Du; Junhao Chen; Pengfei Cao; Yubo Chen 001; Shengping Liu; Kang Liu 001; Jun Zhao 001 (EMNLP (Demos), 2023)

What Events Do Pre-trained Language Models Learn from Text? Probing Event-Based Commonsense Knowledge by Confidence Sorting. - Jiachun Li; Chenhao Wang 004; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (NLPCC (1), 2023)

CogNet2: A Multi-Level Frame Organized Knowledge Base Integrating Linguistic, World and Commonsense Knowledge. - Chenhao Wang 004; Shaoru Guo; Zhitao He 001; Zhipeng Xue; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ISWC (Posters/Demos/Industry), 2023)

Prompting Vision Language Model with Knowledge from Large Language Model for Knowledge-Based VQA. - Yang Zhou; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2023)

Multi-Turn and Multi-Granularity Reader for Document-Level Event Extraction. - Hang Yang; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Zuyu Zhao; Weijian Sun (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Script Event Prediction via Multilingual Event Graph Networks. - Bo Zhou 024; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons. - Yuheng Chen; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (AAAI, 2024)

WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing. - Chenhui Hu; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL (Findings), 2024)

Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models. - Zhuoran Jin; Pengfei Cao; Hongbang Yuan; Yubo Chen 001; Jiexin Xu; Huaijun Li; Xiaojian Jiang; Kang Liu 001; Jun Zhao 001 (ACL (Findings), 2024)

Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning. - Jiachun Li; Pengfei Cao; Chenhao Wang 004; Zhuoran Jin; Yubo Chen 001; Daojian Zeng; Kang Liu 001; Jun Zhao 001 (ACL (1), 2024)

Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models. - Kun Luo; Zheng Liu 011; Shitao Xiao; Tong Zhou; Yubo Chen 001; Jun Zhao 001; Kang Liu 001 (ACL (1), 2024)

MULFE: A Multi-Level Benchmark for Free Text Model Editing. - Chenhao Wang 004; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Daojian Zeng; Kang Liu 001; Jun Zhao 001 (ACL (1), 2024)

NutFrame: Frame-based Conceptual Structure Induction with LLMs. - Shaoru Guo; Yubo Chen 001; Kang Liu 001; Ru Li 001; Jun Zhao 001 (LREC/COLING, 2024)

Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning. - Zhitao He 001; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Zhiqiang Zhang; Mengshu Sun; Jun Zhao 001 (LREC/COLING, 2024)

Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models. - Zhuoran Jin; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Xiaojian Jiang; Jiexin Xu; Qiuxia Li; Jun Zhao 001 (LREC/COLING, 2024)

Leros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering. - Chenhao Wang 004; Pengfei Cao; Jiachun Li; Yubo Chen 001; Kang Liu 001; Xiaojian Jiang; Jiexin Xu; Qiuxia Li; Jun Zhao 001 (LREC/COLING, 2024)

Continual Few-shot Event Detection via Hierarchical Augmentation Networks. - Chenlong Zhang; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Zhiqiang Zhang; Mengshu Sun; Jun Zhao 001 (LREC/COLING, 2024)

AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation. - Jia Fu; Xiaoting Qin; Fangkai Yang; Lu Wang 029; Jue Zhang; Qingwei Lin; Yubo Chen 001; Dongmei Zhang 001; Saravan Rajmohan; Qi Zhang 066 (EMNLP (Findings), 2024)

AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation. - Zhitao He 001; Pengfei Cao; Chenhao Wang 004; Zhuoran Jin; Yubo Chen 001; Jiexin Xu; Huaijun Li; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2024)

LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning. - Jiachun Li; Pengfei Cao; Chenhao Wang 004; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Xiaojian Jiang; Jiexin Xu; Jun Zhao 001 (EMNLP (Findings), 2024)

Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models. - Tianyi Men; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP, 2024)

Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models. - Hongbang Yuan; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Daojian Zeng; Kang Liu 001; Jun Zhao 001 (EMNLP, 2024)

Oasis: Data Curation and Assessment System for Pretraining of Large Language Models. - Tong Zhou; Yubo Chen 001; Pengfei Cao; Kang Liu 001; Shengping Liu; Jun Zhao 001 (IJCAI, 2024)

ZhuJiu-Knowledge: A Fairer Platform for Evaluating Multiple Knowledge Types in Large Language Models. - Pengfan Du; Sirui Liang; Baoli Zhang; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (NAACL (Demonstrations), 2024)

RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. - Zhuoran Jin; Pengfei Cao; Chenhao Wang 004; Zhitao He 001; Hongbang Yuan; Jiachun Li; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (NeurIPS, 2024)

The Da Vinci Code of Large Pre-trained Language Models: Deciphering Degenerate Knowledge Neurons. - Yuheng Chen; Pengfei Cao; Yubo Chen 001; Yining Wang; Shengping Liu; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

SimuCourt: Building Judicial Decision-Making Agents with Real-world Judgement Documents. - Zhitao He 001; Pengfei Cao; Chenhao Wang 004; Zhuoran Jin; Yubo Chen 001; Jiexin Xu; Huaijun Li; Xiaojian Jiang; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

Towards Faithful Chain-of-Thought: Large Language Models are Bridging Reasoners. - Jiachun Li; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation. - Jiakuan Xie; Pengfei Cao; Yuheng Chen; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models. - Hongbang Yuan; Yubo Chen 001; Pengfei Cao; Zhuoran Jin; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph. - Tong Zhou; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

Citekit: A Modular Toolkit for Large Language Model Citation Generation. - Jiajun Shen; Tong Zhou; Suifeng Zhao; Yubo Chen 001; Kang Liu 001 (CoRR, 2024)

One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models. - Pengfei Cao; Yuheng Chen; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment. - Zhuoran Jin; Hongbang Yuan; Tianyi Men; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

AWeCita: Generating Answer with Appropriate and Well-grained Citations Using LLMs. - Suifeng Zhao; Tong Zhou; Zhuoran Jin; Hongbang Yuan; Yubo Chen 001; Kang Liu 001; Sujian Li (Data Intell., 2024)

Joint Entity and Relation Extraction With Set Prediction Networks. - Dianbo Sui; Xiangrong Zeng; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance. - Yupu Hao; Pengfei Cao; Zhuoran Jin; Huanxuan Liao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (AAAI, 2025)

Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models. - Chenhui Hu; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (AAAI, 2025)

Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models. - Hongbang Yuan; Zhuoran Jin; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (AAAI, 2025)

Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models. - Yuheng Chen; Pengfei Cao; Yubo Chen 001; Yining Wang; Shengping Liu; Kang Liu 001; Jun Zhao 001 (ACL (1), 2025)

Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity. - Yupu Hao; Pengfei Cao; Zhuoran Jin; Huanxuan Liao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL (1), 2025)

RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment. - Zhuoran Jin; Hongbang Yuan; Tianyi Men; Pengfei Cao; Yubo Chen 001; Jiexin Xu; Huaijun Li; Xiaojian Jiang; Kang Liu 001; Jun Zhao 001 (ACL (Findings), 2025)

Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness. - Jiachun Li; Pengfei Cao; Yubo Chen 001; Jiexin Xu; Huaijun Li; Xiaojian Jiang; Kang Liu 001; Jun Zhao 001 (ACL (Findings), 2025)

A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns. - Tianyi Men; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL (1), 2025)

Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents. - Tianyi Men; Zhuoran Jin; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL (1), 2025)

Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation. - Jiajun Shen; Tong Zhou; Yubo Chen 001; Delai Qiu; Shengping Liu; Kang Liu 001; Jun Zhao 001 (ACL (Findings), 2025)

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing. - Jiakuan Xie; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL (1), 2025)

Enhancing Large Language Models with Pseudo-and Multisource-Knowledge Graphs for Open-ended Question Answering. - Jiaxiang Liu; Tong Zhou; Yubo Chen 001; Jun Zhao 001; Kang Liu 001 (ICDEW, 2025)

Knowledge Localization: Mission Not Accomplished? Enter Query Localization! - Yuheng Chen; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ICLR, 2025)

MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models. - Jiachun Li; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ICLR, 2025)

Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models. - Hongbang Yuan; Yubo Chen 001; Pengfei Cao; Zhuoran Jin; Kang Liu 001 (NAACL (Findings), 2025)

DTELS: Towards Dynamic Granularity of Timeline Summarization. - Chenlong Zhang; Tong Zhou; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (NAACL (Long Papers), 2025)

A Survey of Recent Advances in Commonsense Knowledge Acquisition: Methods and Resources. - Chenhao Wang 004; Jiachun Li; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (Int. J. Autom. Comput., 2025)

Prompt robust large language model for Chinese medical named entity recognition. - Yubo Chen 001; Baoli Zhang; Sirui Li; Zhuoran Jin; Zhengyuan Cai; Yingzheng Wang; Delai Qiu; Shengping Liu; Jun Zhao 001 (Inf. Process. Manag., 2025)

Rewarding Curse: Analyze and Mitigate Reward Modeling Issues for LLM Reasoning. - Jiachun Li; Pengfei Cao; Yubo Chen 001; Jiexin Xu; Huaijun Li; Xiaojian Jiang; Kang Liu 001; Jun Zhao 001 (CoRR, 2025)

Semantic Pivots Enable Cross-Lingual Transfer in Large Language Models. - Kaiyu He; Tong Zhou; Yubo Chen 001; Delai Qiu; Shengping Liu; Kang Liu 001; Jun Zhao 001 (CoRR, 2025)

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos. - Kejian Zhu; Zhuoran Jin; Hongbang Yuan; Jiachun Li; Shangqing Tu; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2025)

RULE: Reinforcement UnLEarning Achieves Forget-Retain Pareto Optimality. - Chenlong Zhang; Zhuoran Jin; Hongbang Yuan; Jiaheng Wei; Tong Zhou; Kang Liu 001; Jun Zhao 001; Yubo Chen 001 (CoRR, 2025)

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework. - Ao Chang; Tong Zhou; Yubo Chen 001; Delai Qiu; Shengping Liu; Kang Liu 001; Jun Zhao 001 (CoRR, 2025)