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

Chinese-English Backward Transliteration Assisted with Mining Monolingual Web Pages. - Fan Yang 087; Jun Zhao 001; Bo Zou 002; Kang Liu 001; Feifan Liu (ACL, 2008)

Adding Redundant Features for CRFs-based Sentence Sentiment Classification. - Jun Zhao 001; Kang Liu 001; Gen Wang (EMNLP, 2008)

NLPR at Multilingual Opinion Analysis Task in NTCIR7. - Kang Liu 001; Jun Zhao 001 (NTCIR, 2008)

A Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymmetric Alignment. - Fan Yang 087; Jun Zhao 001; Kang Liu 001 (ACL/IJCNLP, 2009)

Cross-domain sentiment classification using a two-stage method. - Kang Liu 001; Jun Zhao 001 (CIKM, 2009)

Phrase-Based Translation Model for Question Retrieval in Community Question Answer Archives. - Guangyou Zhou; Li Cai; Jun Zhao 001; Kang Liu 001 (ACL, 2011)

Exploiting Web-Derived Selectional Preference to Improve Statistical Dependency Parsing. - Guangyou Zhou; Jun Zhao 001; Kang Liu 001; Li Cai (ACL, 2011)

Large-scale question classification in cQA by leveraging Wikipedia semantic knowledge. - Li Cai; Guangyou Zhou; Kang Liu 001; Jun Zhao 001 (CIKM, 2011)

Learning the Latent Topics for Question Retrieval in Community QA. - Li Cai; Guangyou Zhou; Kang Liu 001; Jun Zhao 001 (IJCNLP, 2011)

Improving Dependency Parsing with Fined-Grained Features. - Guangyou Zhou; Li Cai; Kang Liu 001; Jun Zhao 001 (IJCNLP, 2011)

The NLPR_TAC Entity Linking System at TAC 2011. - Tao Zhang 097; Kang Liu 001; Jun Zhao 001 (TAC, 2011)

Are Human-Input Seeds Good Enough for Entity Set Expansion? Seeds Rewriting by Leveraging Wikipedia Semantic Knowledge. - Zhenyu Qi 003; Kang Liu 001; Jun Zhao 001 (AIRS, 2012)

Choosing Better Seeds for Entity Set Expansion by Leveraging Wikipedia Semantic Knowledge. - Zhenyu Qi 003; Kang Liu 001; Jun Zhao 001 (CCPR, 2012)

Topical Authority Identification in Community Question Answering. - Guangyou Zhou; Kang Liu 001; Jun Zhao 001 (CCPR, 2012)

Monolingual-Based Translation Model for Question Routing. - Guangyou Zhou; Kang Liu 001; Jun Zhao 001 (CCPR, 2012)

Exploring the existing category hierarchy to automatically label the newly-arising topics in cQA. - Guangyou Zhou; Li Cai; Kang Liu 001; Jun Zhao 001 (CIKM, 2012)

Topic-sensitive probabilistic model for expert finding in question answer communities. - Guangyou Zhou; Siwei Lai; Kang Liu 001; Jun Zhao 001 (CIKM, 2012)

Joint relevance and answer quality learning for question routing in community QA. - Guangyou Zhou; Kang Liu 001; Jun Zhao 001 (CIKM, 2012)

Exploiting Bilingual Translation for Question Retrieval in Community-Based Question Answering. - Guangyou Zhou; Kang Liu 001; Jun Zhao 001 (COLING, 2012)

Opinion Target Extraction Using Word-Based Translation Model. - Kang Liu 001; Liheng Xu; Jun Zhao 001 (EMNLP-CoNLL, 2012)

The NLPRIR Entity Linking System at TAC 2012. - Tao Zhang 097; Kang Liu 001; Jun Zhao 001 (TAC, 2012)

Hybrid Recommendation Models for Binary User Preference Prediction Problem. - Siwei Lai; Yang Liu 021; Huxiang Gu; Liheng Xu; Kang Liu 001; Shiming Xiang; Jun Zhao 001; Rui Diao; Liang Xiang; Hang Li; Dong Wang (KDD Cup, 2012)

Syntactic Patterns versus Word Alignment: Extracting Opinion Targets from Online Reviews. - Kang Liu 001; Liheng Xu; Jun Zhao 001 (ACL (1), 2013)

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)

Determining Relation Semantics by Mapping Relation Phrases to Knowledge Base. - Fang Liu; Yang Liu 021; Guangyou Zhou; Kang Liu 001; Jun Zhao 001 (ACPR, 2013)

Open Relation Mapping Based on Instances and Semantics Expansion. - Fang Liu; Shizhu He; Shulin Liu; Guangyou Zhou; Kang Liu 001; Jun Zhao 001 (AIRS, 2013)

Exploring Distinctive Features in Distant Supervision for Relation Extraction. - Yang Liu 021; Shulin Liu; Kang Liu 001; Guangyou Zhou; Jun Zhao 001 (AIRS, 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)

Opinion Target Extraction Using Partially-Supervised Word Alignment Model. - Kang Liu 001; Heng Li Xu; Yang Liu 021; Jun Zhao 001 (IJCAI, 2013)

Cross Lingual Entity Linking with Bilingual Topic Model. - Tao Zhang 097; Kang Liu 001; Jun Zhao 001 (IJCAI, 2013)

A Weakly Supervised Bayesian Model for Violence Detection in Social Media. - Amparo Elizabeth Cano Basave; Yulan He 001; Kang Liu 001; Jun Zhao 001 (IJCNLP, 2013)

Attribute Relation Extraction from Template-inconsistent Semi-structured Text by Leveraging Site-level Knowledge. - Yang Liu 021; Fang Liu; Siwei Lai; Kang Liu 001; Guangyou Zhou; Jun Zhao 001 (IJCNLP, 2013)

IAMA results for OAEI 2013. - Yuanzhe Zhang; Xuepeng Wang; Shizhu He; Kang Liu 001; Jun Zhao 001; Xueqiang Lv (OM, 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)

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)

Extracting Opinion Targets and Opinion Words from Online Reviews with Graph Co-ranking. - Kang Liu 001; Liheng Xu; Jun Zhao 001 (ACL (1), 2014)

Product Feature Mining: Semantic Clues versus Syntactic Constituents. - Liheng Xu; Kang Liu 001; Siwei Lai; Jun Zhao 001 (ACL (1), 2014)

CASIA@V2: A MLN-based Question Answering System over Linked Data. - Shizhu He; Yuanzhe Zhang; Kang Liu 001; Jun Zhao 001 (CLEF (Working Notes), 2014)

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

Distant Supervision for Relation Extraction via Sparse Representation. - Daojian Zeng; Siwei Lai; Xuepeng Wang; Kang Liu 001; Jun Zhao 001; Xueqiang Lv (CCL, 2014)

Ontology Matching with Word Embeddings. - Yuanzhe Zhang; Xuepeng Wang; Siwei Lai; Shizhu He; Kang Liu 001; Jun Zhao 001; Xueqiang Lv (CCL, 2014)

Exploring Fine-grained Entity Type Constraints for Distantly Supervised Relation Extraction. - Yang Liu 021; Kang Liu 001; Liheng Xu; Jun Zhao 001 (COLING, 2014)

Joint Opinion Relation Detection Using One-Class Deep Neural Network. - Liheng Xu; Kang Liu 001; Jun Zhao 001 (COLING, 2014)

Relation Classification via Convolutional Deep Neural Network. - Daojian Zeng; Kang Liu 001; Siwei Lai; Guangyou Zhou; Jun Zhao 001 (COLING, 2014)

Question Answering over Linked Data Using First-order Logic. - Shizhu He; Kang Liu 001; Yuanzhe Zhang; Liheng Xu; Jun Zhao 001 (EMNLP, 2014)

Recurrent Convolutional Neural Networks for Text Classification. - Siwei Lai; Liheng Xu; Kang Liu 001; Jun Zhao 001 (AAAI, 2015)

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)

Knowledge Graph Embedding via Dynamic Mapping Matrix. - Guoliang Ji; Shizhu He; Liheng Xu; Kang Liu 001; Jun Zhao 001 (ACL (1), 2015)

Sentiment-Aspect Extraction based on Restricted Boltzmann Machines. - Linlin Wang; Kang Liu 001; Zhu Cao; Jun Zhao 001; Gerard de Melo (ACL (1), 2015)

Learning to Represent Knowledge Graphs with Gaussian Embedding. - Shizhu He; Kang Liu 001; Guoliang Ji; Jun Zhao 001 (CIKM, 2015)

Large-scale Knowledge Base Completion: Inferring via Grounding Network Sampling over Selected Instances. - Zhuoyu Wei; Jun Zhao 001; Kang Liu 001; Zhenyu Qi 003; Zhengya Sun; Guanhua Tian (CIKM, 2015)

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

How to Generate a Good Word Embedding? - Siwei Lai; Kang Liu 001; Liheng Xu; Jun Zhao 001 (CoRR, 2015)

Question Answering over Knowledge Bases. - Kang Liu 001; Jun Zhao 001; Shizhu He; Yuanzhe Zhang (IEEE Intell. Syst., 2015)

Co-Extracting Opinion Targets and Opinion Words from Online Reviews Based on the Word Alignment Model. - Kang Liu 001; Liheng Xu; Jun Zhao 001 (IEEE Trans. Knowl. Data Eng., 2015)

Knowledge Graph Completion with Adaptive Sparse Transfer Matrix. - Guoliang Ji; Kang Liu 001; Shizhu He; Jun Zhao 001 (AAAI, 2016)

A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification. - Shulin Liu; Kang Liu 001; Shizhu He; Jun Zhao 001 (AAAI, 2016)

A Joint Model for Question Answering over Multiple Knowledge Bases. - Yuanzhe Zhang; Shizhu He; Kang Liu 001; Jun Zhao 001 (AAAI, 2016)

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

Inner Attention based Recurrent Neural Networks for Answer Selection. - Bingning Wang; Kang Liu 001; Jun Zhao 001 (ACL (1), 2016)

A Joint Embedding Method for Entity Alignment of Knowledge Bases. - Yanchao Hao; Yuanzhe Zhang; Shizhu He; Kang Liu 001; Jun Zhao 001 (CCKS, 2016)

Link Prediction via Mining Markov Logic Formulas to Improve Social Recommendation. - Zhuoyu Wei; Jun Zhao 001; Kang Liu 001; Shizhu He (CCKS, 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)

Learning to Represent Review with Tensor Decomposition for Spam Detection. - Xuepeng Wang; Kang Liu 001; Shizhu He; Jun Zhao 001 (EMNLP, 2016)

Mining Inference Formulas by Goal-Directed Random Walks. - Zhuoyu Wei; Jun Zhao 001; Kang Liu 001 (EMNLP, 2016)

Employing External Rich Knowledge for Machine Comprehension. - Bingning Wang; Shangmin Guo; Kang Liu 001; Shizhu He; Jun Zhao 001 (IJCAI, 2016)

Sentiment Analysis: Mining Opinions, Sentiments, and Emotions. - Jun Zhao 001; Kang Liu 001; Liheng Xu (Comput. Linguistics, 2016)

Question Answering over Knowledge Base with Neural Attention Combining Global Knowledge Information. - Yuanzhe Zhang; Kang Liu 001; Shizhu He; Guoliang Ji; Zhanyi Liu; Hua Wu 003; Jun Zhao 001 (CoRR, 2016)

How to Generate a Good Word Embedding. - Siwei Lai; Kang Liu 001; Shizhu He; Jun Zhao 001 (IEEE Intell. Syst., 2016)

Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions. - Guoliang Ji; Kang Liu 001; Shizhu He; Jun Zhao 001 (AAAI, 2017)

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)

An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge. - Yanchao Hao; Yuanzhe Zhang; Kang Liu 001; Shizhu He; Zhanyi Liu; Hua Wu 003; Jun Zhao 001 (ACL (1), 2017)

Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning. - Shizhu He; Cao Liu; 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)

Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors. - Xuepeng Wang; 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)

Unsupervised Joint Entity Linking over Question Answering Pair with Global Knowledge. - Cao Liu; Shizhu He; Hang Yang; Kang Liu 001; Jun Zhao 001 (CCL, 2017)

Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks? - Shangmin Guo; Xiangrong Zeng; Shizhu He; Kang Liu 001; Jun Zhao 001 (EACL (1), 2017)

Conditional Generative Adversarial Networks for Commonsense Machine Comprehension. - Bingning Wang; Kang Liu 001; Jun Zhao 001 (IJCAI, 2017)

IJCNLP-2017 Task 5: Multi-choice Question Answering in Examinations. - Shangmin Guo; Kang Liu 001; Shizhu He; Cao Liu; Jun Zhao 001; Zhuoyu Wei (IJCNLP (Shared Tasks), 2017)

Detecting Deceptive Review Spam via Attention-Based Neural Networks. - Xuepeng Wang; Kang Liu 001; Jun Zhao 001 (NLPCC, 2017)

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

Large Scaled Relation Extraction With Reinforcement Learning. - Xiangrong Zeng; Shizhu He; Kang Liu 001; Jun Zhao 001 (AAAI, 2018)

Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism. - Xiangrong Zeng; Daojian Zeng; Shizhu He; Kang Liu 001; Jun Zhao 001 (ACL (1), 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)

Deep Semantic Hashing with Multi-Adversarial Training. - Bingning Wang; Kang Liu 001; Jun Zhao 001 (CIKM, 2018)

Learning to Detect Verbose Expressions in Spoken Texts. - Qingbin Liu; Shizhu He; Kang Liu 001; Shengping Liu; Jun Zhao 001 (CCL, 2018)

Pattern-revising Enhanced Simple Question Answering over Knowledge Bases. - Yanchao Hao; Hao Liu; Shizhu He; Kang Liu 001; Jun Zhao 001 (COLING, 2018)

Localizing Function Errors in Mobile Apps with User Reviews. - Le Yu 002; Jiachi Chen; Hao Zhou 009; Xiapu Luo; Kang Liu 001 (DSN, 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)

Curriculum Learning for Natural Answer Generation. - Cao Liu; Shizhu He; Kang Liu 001; Jun Zhao 001 (IJCAI, 2018)

Learning to Align Question and Answer Utterances in Customer Service Conversation with Recurrent Pointer Networks. - Shizhu He; Kang Liu 001; Weiting An (AAAI, 2019)

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)

Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation. - Cao Liu; Shizhu He; Kang Liu 001; Jun Zhao 001 (ACL (1), 2019)

AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing. - Xiang Zhang; Shizhu He; Kang Liu 001; Jun Zhao 001 (ACL (1), 2019)

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

Utterance Alignment in Custom Service by Integer Programming. - Guirong Bai; Shizhu He; Kang Liu 001; Jun Zhao 001 (CCL, 2019)

Reconstructed Option Rereading Network for Opinion Questions Reading Comprehension. - Delai Qiu; Liang Bao; Zhixing Tian; Yuanzhe Zhang; Kang Liu 001; Jun Zhao 001; Xiangwen Liao (CCL, 2019)

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

Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots. - Cao Liu; Kang Liu 001; Shizhu He; Zaiqing Nie; Jun Zhao 001 (CoNLL, 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)

Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss. - Cao Liu; Kang Liu 001; Shizhu He; Zaiqing Nie; Jun Zhao 001 (EMNLP/IJCNLP (1), 2019)

Machine Reading Comprehension Using Structural Knowledge Graph-aware Network. - Delai Qiu; Yuanzhe Zhang; Xinwei Feng; Xiangwen Liao; Wenbin Jiang; Yajuan Lyu; 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)

Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning. - Xiangrong Zeng; Shizhu He; Daojian Zeng; Kang Liu 001; Shengping Liu; Jun Zhao 001 (EMNLP/IJCNLP (1), 2019)

Unsupervised Story Comprehension with Hierarchical Encoder-Decoder. - Bingning Wang; Ting Yao; Qi Zhang; Jingfang Xu; Kang Liu 001; Zhixing Tian; Jun Zhao 001 (ICTIR, 2019)

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

Variational Attention for Commonsense Knowledge Aware Conversation Generation. - Guirong Bai; Shizhu He; Kang Liu 001; Jun Zhao 001 (NLPCC (1), 2019)

Document Gated Reader for Open-Domain Question Answering. - Bingning Wang; Ting Yao; Qi Zhang; Jingfang Xu; Zhixing Tian; Kang Liu 001; Jun Zhao 001 (SIGIR, 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)

Copy-Enhanced Heterogeneous Information Learning for Dialogue State Tracking. - Qingbin Liu; Shizhu He; Kang Liu 001; Shengping Liu; Jun Zhao 001 (CoRR, 2019)

Capturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding. - Zhixing Tian; Yuanzhe Zhang; Xinwei Feng; Wenbin Jiang; Yajuan Lyu; Kang Liu 001; Jun Zhao 001 (AAAI, 2020)

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)

MIE: A Medical Information Extractor towards Medical Dialogues. - Yuanzhe Zhang; Zhongtao Jiang; Tao Zhang 097; Shiwan Liu; Jiarun Cao; Kang Liu 001; Shengping Liu; Jun Zhao 001 (ACL, 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)

Pre-trained Language Model Based Active Learning for Sentence Matching. - Guirong Bai; Shizhu He; Kang Liu 001; Jun Zhao 001; Zaiqing Nie (COLING, 2020)

Graph-Based Knowledge Integration for Question Answering over Dialogue. - Jian Liu 032; Dianbo Sui; Kang Liu 001; Jun Zhao 001 (COLING, 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)

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)

Scene Restoring for Narrative Machine Reading Comprehension. - Zhixing Tian; Yuanzhe Zhang; Kang Liu 001; Jun Zhao 001; Yantao Jia; Zhicheng Sheng (EMNLP (1), 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)

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)

Alignment Rationale for Natural Language Inference. - Zhongtao Jiang; Yuanzhe Zhang; Zhao Yang; Jun Zhao 001; Kang Liu 001 (ACL/IJCNLP (1), 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)

Toward a Better Text Data Augmentation via Filtering and Transforming Augmented Instances. - Fei Xia; Shizhu He; Kang Liu 001; Shengping Liu; Jun Zhao 001 (CCKS, 2021)

Does BERT Know Which Answer Beyond the Question? - Fei Xia; Yixuan Weng; Maojin Xia; Qiang Yu; Shizhu He; Kang Liu 001; Shengping Liu; Jun Zhao 001 (CCKS (Evaluation Track), 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; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Jiexin Xu; Xiaojian Jiang; Jinlong Li (CIKM, 2021)

Topic Knowledge Acquisition and Utilization for Machine Reading Comprehension in Social Media Domain. - Zhixing Tian; Yuanzhe Zhang; Kang Liu 001; Jun Zhao 001 (CCL, 2021)

Multi-strategy Knowledge Distillation Based Teacher-Student Framework for Machine Reading Comprehension. - Xiaoyan Yu; Qingbin Liu; Shizhu He; Kang Liu 001; Shengping Liu; Jun Zhao 001; Yongbin Zhou (CCL, 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)

Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations. - Yiming Ju; Yuanzhe Zhang; Zhixing Tian; Kang Liu 001; Xiaohuan Cao; Wenting Zhao; Jinlong Li; Jun Zhao 001 (EMNLP (1), 2021)

Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks. - Qingbin Liu; Pengfei Cao; Cao Liu; Jiansong Chen; Xunliang Cai; Fan Yang 087; Shizhu He; 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; Yubo Chen 001; Kang Liu 001; Jun Zhao 001; Wei Bi (EMNLP (1), 2021)

Biomedical Concept Normalization by Leveraging Hypernyms. - Cheng Yan; Yuanzhe Zhang; Kang Liu 001; Jun Zhao 001; Yafei Shi; Shengping Liu (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)

Lifelong Intent Detection via Multi-Strategy Rebalancing. - Qingbin Liu; Xiaoyan Yu; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2021)

The Logic Traps in Evaluating Post-hoc Interpretations. - Yiming Ju; Yuanzhe Zhang; Zhao Yang; Zhongtao Jiang; Kang Liu 001; Jun Zhao 001 (CoRR, 2021)

ADBCMM : Acronym Disambiguation by Building Counterfactuals and Multilingual Mixing. - Yixuan Weng; Fei Xia; Bin Li 083; Xiusheng Huang; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 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)

A Unified Shared-Private Network with Denoising for Dialogue State Tracking. - Qingbin Liu; Shizhu He; Kang Liu 001; Shengping Liu; Jun Zhao 001 (J. Comput. Sci. Technol., 2021)

Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue. - Qingbin Liu; Guirong Bai; Shizhu He; Cao Liu; Kang Liu 001; Jun Zhao 001 (Knowl. Based Syst., 2021)

Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion. - Yinyu Lan; Shizhu He; Kang Liu 001; Xiangrong Zeng; Shengping Liu; Jun Zhao 001 (BMC Medical Informatics Decis. Mak., 2021)

Enhancing unsupervised medical entity linking with multi-instance learning. - Cheng Yan; Yuanzhe Zhang; Kang Liu 001; Jun Zhao 001; Yafei Shi; Shengping Liu (BMC Medical Informatics Decis. Mak., 2021)

Incremental Intent Detection for Medical Domain with Contrast Replay Networks. - Guirong Bai; Shizhu He; Kang Liu 001; Jun Zhao 001 (ACL (Findings), 2022)

Logic Traps in Evaluating Attribution Scores. - Yiming Ju; Yuanzhe Zhang; Zhao Yang; Zhongtao Jiang; Kang Liu 001; Jun Zhao 001 (ACL (1), 2022)

Leveraging Explicit Lexico-logical Alignments in Text-to-SQL Parsing. - Runxin Sun; Shizhu He; Chong Zhu; Yaohan He; Jinlong Li; Jun Zhao 001; Kang Liu 001 (ACL (2), 2022)

Learning to Answer Complex Visual Questions from Multi-View Analysis. - Minjun Zhu; Yixuan Weng; Shizhu He; Kang Liu 001; Jun Zhao 001 (CCKS (Evaluation Track), 2022)

PEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction. - Yuancheng Sun; Yimeng Chen; Weizhi Ma; Wenhao Huang; Kang Liu 001; Zhiming Ma; Wei-Ying Ma; Yanyan Lan (CIKM, 2022)

Can We Really Trust Explanations? Evaluating the Stability of Feature Attribution Explanation Methods via Adversarial Attack. - Zhao Yang; Yuanzhe Zhang; Zhongtao Jiang; Yiming Ju; Jun Zhao 001; Kang Liu 001 (CCL, 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)

CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers. - Yiming Ju; Weikang Wang; Yuanzhe Zhang; Suncong Zheng; Kang Liu 001; Jun Zhao 001 (COLING, 2022)

Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder. - Fangyu Lei; Shizhu He; Xiang Li; Jun Zhao 001; Kang Liu 001 (COLING, 2022)

Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts. - Ran Song; Shizhu He; Suncong Zheng; Shengxiang Gao; Kang Liu 001; Zhengtao Yu 001; Jun Zhao 001 (COLING, 2022)

Generating Temporally-ordered Event Sequences via Event Optimal Transport. - Bo Zhou; 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; Chenhao Wang; 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; Jiachun Li; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP, 2022)

MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs. - Fei Xia; Bin Li 083; Yixuan Weng; Shizhu He; Kang Liu 001; Bin Sun 001; Shutao Li; Jun Zhao 001 (EMNLP (Demos), 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)

LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer. - Fei Xia; Bin Li 083; Yixuan Weng; Shizhu He; Bin Sun 001; Shutao Li; Kang Liu 001; Jun Zhao 001 (SemEval@NAACL, 2022)

Example-guided stylized response generation in zero-shot setting. - Guirong Bai; Shizhu He; Kang Liu 001; Jun Zhao 001 (Sci. China Inf. Sci., 2022)

LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs. - Fei Xia; Bin Li 083; Yixuan Weng; Shizhu He; Kang Liu 001; Bin Sun 001; Shutao Li; Jun Zhao 001 (CoRR, 2022)

ReasonChainQA: Text-based Complex Question Answering with Explainable Evidence Chains. - Minjun Zhu; Yixuan Weng; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2022)

Generating Hierarchical Explanations on Text Classification Without Connecting Rules. - Yiming Ju; Yuanzhe Zhang; Kang Liu 001; Jun Zhao 001 (CoRR, 2022)

Large Language Models are reasoners with Self-Verification. - Yixuan Weng; Minjun Zhu; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2022)

Using Pre-trained Language Model to Enhance Active Learning for Sentence Matching. - Guirong Bai; Shizhu He; Kang Liu 001; Jun Zhao 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 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; 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; Yubo Chen 001; Kang Liu 001; Ru Li 001; Jun Zhao 001 (ACL (Findings), 2023)

Interpreting Sentiment Composition with Latent Semantic Tree. - Zhongtao Jiang; Yuanzhe Zhang; Cao Liu; Jiansong Chen; Jun Zhao 001; Kang Liu 001 (ACL (Findings), 2023)

A Hierarchical Explanation Generation Method Based on Feature Interaction Detection. - Yiming Ju; Yuanzhe Zhang; Kang Liu 001; Jun Zhao 001 (ACL (Findings), 2023)

S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering. - Fangyu Lei; Xiang Li; Yifan Wei; Shizhu He; Yiming Huang; Jun Zhao 001; Kang Liu 001 (ACL (2), 2023)

Class Lifelong Learning for Intent Detection via Structure Consolidation Networks. - Qingbin Liu; Yanchao Hao; Xiaolong Liu; Bo Li; Dianbo Sui; Shizhu He; Kang Liu 001; Jun Zhao 001; Xi Chen 003; Ningyu Zhang 001; Jiaoyan Chen 001 (ACL (Findings), 2023)

Learning with Partial Annotations for Event Detection. - Jian Liu 032; Dianbo Sui; Kang Liu 001; Haoyan Liu; Zhe Zhao 006 (ACL (1), 2023)

Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints. - Ran Song; Shizhu He; Shengxiang Gao; Li Cai; Kang Liu 001; Zhengtao Yu 001; Jun Zhao 001 (ACL (Findings), 2023)

Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network. - Yao Xu; Shizhu He; Li Cai; Kang Liu 001; Jun Zhao 001 (ACL (Findings), 2023)

On the Effects of Structural Modeling for Neural Semantic Parsing. - Xiang Zhang; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoNLL, 2023)

Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model. - Fei Xia; Yixuan Weng; Shizhu He; Kang Liu 001; Jun Zhao 001 (EACL, 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; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Ruopeng Li; Mengshu Sun; Jun Zhao 001 (EMNLP (Findings), 2023)

DiffusionSL: Sequence Labeling via Tag Diffusion Process. - Ziyang Huang; Pengfei Cao; Jun Zhao 001; Kang Liu 001 (EMNLP (Findings), 2023)

Generative Calibration for In-context Learning. - Zhongtao Jiang; Yuanzhe Zhang; Cao Liu; Jun Zhao 001; Kang Liu 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; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2023)

ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook. - Wangtao Sun; Xuanqing Yu; Shizhu He; Jun Zhao 001; Kang Liu 001 (EMNLP (Findings), 2023)

MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models. - Yifan Wei; Yisong Su; Huanhuan Ma; Xiaoyan Yu; Fangyu Lei; Yuanzhe Zhang; Jun Zhao 001; Kang Liu 001 (EMNLP (Findings), 2023)

Large Language Models are Better Reasoners with Self-Verification. - Yixuan Weng; Minjun Zhu; Fei Xia; Bin Li 083; Shizhu He; Shengping Liu; Bin Sun 001; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2023)

Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs. - Yao Xu; Shizhu He; Cunguang Wang; Li Cai; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2023)

Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process. - Zhao Yang; Yuanzhe Zhang; Dianbo Sui; Cao Liu; Jun Zhao 001; Kang Liu 001 (EMNLP, 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)

Learning to Build Reasoning Chains by Reliable Path Retrieval. - Minjun Zhu; Yixuan Weng; Shizhu He; Cunguang Wang; Kang Liu 001; Li Cai; Jun Zhao 001 (ICASSP, 2023)

Multi-Target Semantic Parsing with Collaborative Deliberation Network. - Xiang Li; Fangyu Lei; Shizhu He; Kang Liu 001; Jun Zhao 001 (IJCNLP (Findings), 2023)

What Events Do Pre-trained Language Models Learn from Text? Probing Event-Based Commonsense Knowledge by Confidence Sorting. - Jiachun Li; Chenhao Wang; 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; Shaoru Guo; Zhitao He; Zhipeng Xue; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ISWC (Posters/Demos/Industry), 2023)

Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules. - Yinyu Lan; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2023)

Neural Comprehension: Language Models with Compiled Neural Networks. - Yixuan Weng; Minjun Zhu; Fei Xia; Bin Li 083; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2023)

Multi-View Graph Representation Learning for Answering Hybrid Numerical Reasoning Question. - Yifan Wei; Fangyu Lei; Yuanzhe Zhang; Jun Zhao 001; Kang Liu 001 (CoRR, 2023)

Large Language Models Need Holistically Thought in Medical Conversational QA. - Yixuan Weng; Bin Li 083; Fei Xia; Minjun Zhu; Bin Sun 001; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2023)

S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering. - Fangyu Lei; Xiang Li; Yifan Wei; Shizhu He; Yiming Huang; Jun Zhao 001; Kang Liu 001 (CoRR, 2023)

Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database. - Minjun Zhu; Yixuan Weng; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2023)

LMTuner: An user-friendly and highly-integrable Training Framework for fine-tuning Large Language Models. - Yixuan Weng; Zhiqi Wang; Huanxuan Liao; Shizhu He; Shengping Liu; Kang Liu 001; Jun Zhao 001 (CoRR, 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)

MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images. - Weihao Liu; Fangyu Lei; Tongxu Luo; Jiahe Lei; Shizhu He; Jun Zhao 001; Kang Liu 001 (CoRR, 2023)

HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering. - Tongxu Luo; Fangyu Lei; Jiahe Lei; Weihao Liu; Shizhu He; Jun Zhao 001; Kang Liu 001 (CoRR, 2023)

TableQAKit: A Comprehensive and Practical Toolkit for Table-based Question Answering. - Fangyu Lei; Tongxu Luo; Pengqi Yang; Weihao Liu; Hanwen Liu; Jiahe Lei; Yiming Huang; Yifan Wei; Shizhu He; Jun Zhao 001; Kang Liu 001 (CoRR, 2023)

S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models. - Fangyu Lei; Qian Liu; Yiming Huang; Shizhu He; Jun Zhao 001; Kang Liu 001 (CoRR, 2023)

Assessing Knowledge Editing in Language Models via Relation Perspective. - Yifan Wei; Xiaoyan Yu; Huanhuan Ma; Fangyu Lei; Yixuan Weng; Ran Song; Kang Liu 001 (CoRR, 2023)

Bidirectional Sentence Ordering with Interactive Decoding. - Guirong Bai; Shizhu He; Kang Liu 001; Jun Zhao 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 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; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Towards Automatically Localizing Function Errors in Mobile Apps With User Reviews. - Le Yu 002; Haoyu Wang 001; Xiapu Luo; Tao Zhang 001; Kang Liu 001; Jiachi Chen; Hao Zhou 009; Yutian Tang; Xusheng Xiao (IEEE Trans. Software Eng., 2023)

A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development. - Tianyu Wu; Shizhu He; Jingping Liu; Siqi Sun; Kang Liu 001; Qing-Long Han; Yang Tang (IEEE CAA J. Autom. Sinica, 2023)

Unsupervised Dialogue State Tracking for End-to-End Task-Oriented Dialogue with a Multi-Span Prediction Network. - Qingbin Liu; Shizhu He; Cao Liu; Kang Liu 001; Jun Zhao 001 (J. Comput. Sci. Technol., 2023)

Unsupervised Domain Adaptation on Sentence Matching Through Self-Supervision. - Guirong Bai; Qingbin Liu; Shizhu He; Kang Liu 001; Jun Zhao 001 (J. Comput. Sci. Technol., 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; Zhuoran Jin; Yubo Chen 001; Daojian Zeng; Kang Liu 001; Jun Zhao 001 (ACL (1), 2024)

Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering. - Xiang Li; Shizhu He; Fangyu Lei; JunYang JunYang; Tianhuang Su; Kang Liu 001; Jun Zhao 001 (ACL (Findings), 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)

ItD: Large Language Models Can Teach Themselves Induction through Deduction. - Wangtao Sun; Haotian Xu; Xuanqing Yu; Pei Chen; Shizhu He; Jun Zhao 001; Kang Liu 001 (ACL (1), 2024)

MULFE: A Multi-Level Benchmark for Free Text Model Editing. - Chenhao Wang; 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; 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)

MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts. - Xiang Li; Shizhu He; Jiayu Wu; Zhao Yang; Yao Xu; Yang jun Jun; Haifeng Liu; Kang Liu 001; Jun Zhao 001 (LREC/COLING, 2024)

Leros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering. - Chenhao Wang; 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)

Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database. - Minjun Zhu; Yixuan Weng; Shizhu He; Kang Liu 001; Haifeng Liu; Yang jun Jun; Jun Zhao 001 (LREC/COLING, 2024)

Unsupervised Learning of Neural Semantic Mappings with the Hungarian Algorithm for Compositional Semantics. - Xiang Zhang; Shizhu He; Kang Liu 001; Jun Zhao 001 (ICASSP, 2024)

Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks. - Yixuan Weng; Minjun Zhu; Fei Xia; Bin Li 083; Shizhu He; Kang Liu 001; Jun Zhao 001 (ICLR, 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)

S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model. - Fangyu Lei; Qian Liu; Yiming Huang; Shizhu He; Jun Zhao 001; Kang Liu 001 (NAACL-HLT, 2024)

Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering. - Jiaxiang Liu; Tong Zhou; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

ControlLM: Crafting Diverse Personalities for Language Models. - Yixuan Weng; Shizhu He; Kang Liu 001; Shengping Liu; Jun Zhao 001 (CoRR, 2024)

BGE Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models. - Kun Luo; Zheng Liu 011; Shitao Xiao; Kang Liu 001 (CoRR, 2024)

Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint. - Xiaowei Yuan; Zhao Yang; Yequan Wang; Shengping Liu; Jun Zhao 001; Kang Liu 001 (CoRR, 2024)

MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models. - Tongxu Luo; Jiahe Lei; Fangyu Lei; Weihao Liu; Shizhu He; Jun Zhao 001; Kang Liu 001 (CoRR, 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)

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 (CoRR, 2024)

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

From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs. - Wangtao Sun; Shizhu He; Jun Zhao 001; Kang Liu 001 (CoRR, 2024)

Imagination Augmented Generation: Learning to Imagine Richer Context for Question Answering over Large Language Models. - Huanxuan Liao; Shizhu He; Yao Xu; Yuanzhe Zhang; Kang Liu 001; Shengping Liu; Jun Zhao 001 (CoRR, 2024)

Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering. - Yao Xu; Shizhu He; Jiabei Chen; Zihao Wang 001; Yangqiu Song; Hanghang Tong; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

Knowledge Localization: Mission Not Accomplished? Enter Query Localization! - Yuheng Chen; Pengfei Cao; Yubo Chen 001; 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)

RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. - Zhuoran Jin; Pengfei Cao; Chenhao Wang; Zhitao He; Hongbang Yuan; Jiachun Li; 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)

From Instance Training to Instruction Learning: Task Adapters Generation from Instructions. - Huanxuan Liao; Yao Xu; Shizhu He; Yuanzhe Zhang; Yanchao Hao; Shengping Liu; 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)

Improving Zero-shot LLM Re-Ranker with Risk Minimization. - Xiaowei Yuan; Zhao Yang; Yequan Wang; Jun Zhao 001; Kang Liu 001 (CoRR, 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 (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)

Beyond Instruction Following: Evaluating Rule Following of Large Language Models. - Wangtao Sun; Chenxiang Zhang; Xueyou Zhang; Ziyang Huang; Haotian Xu; Pei Chen; Shizhu He; Jun Zhao 001; Kang Liu 001 (CoRR, 2024)

WTU-EVAL: A Whether-or-Not Tool Usage Evaluation Benchmark for Large Language Models. - Kangyun Ning; Yisong Su; Xueqiang Lv; Yuanzhe Zhang; Jian Liu 032; Kang Liu 001; Jinan Xu (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)

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 (CoRR, 2024)

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 (CoRR, 2024)

Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment. - Kun Luo; Minghao Qin; Zheng Liu 011; Shitao Xiao; Jun Zhao 001; Kang Liu 001 (CoRR, 2024)

Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models. - Yifan Wei; Xiaoyan Yu; Yixuan Weng; Huanhuan Ma; Yuanzhe Zhang; Jun Zhao 001; Kang Liu 001 (CoRR, 2024)

SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models. - Huanxuan Liao; Shizhu He; Yupu Hao; Xiang Li; Yuanzhe Zhang; Kang Liu 001; Jun Zhao 001 (CoRR, 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 (CoRR, 2024)

Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks. - Huanxuan Liao; Shizhu He; Yao Xu; Yuanzhe Zhang; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

Explanation Guided Knowledge Distillation for Pre-trained Language Model Compression. - Zhao Yang; Yuanzhe Zhang; Dianbo Sui; Yiming Ju; Jun Zhao 001; Kang Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

Information bottleneck based knowledge selection for commonsense reasoning. - Zhao Yang; Yuanzhe Zhang; Pengfei Cao; Cao Liu; Jiansong Chen; Jun Zhao 001; Kang Liu 001 (Inf. Sci., 2024)

Seq2Set2Seq: A Two-stage Disentangled Method for Reply Keyword Generation in Social Media. - Jie Liu 022; Yaguang Li; Shizhu He; Shun Wu; Kang Liu 001; Shenping Liu; Jiong Wang; Qing Zhang (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

Editorial for Special Issue on Commonsense Knowledge and Reasoning: Representation, Acquisition and Applications. - Kang Liu 001; Yangqiu Song; Jeff Z. Pan (Mach. Intell. Res., 2024)

Contrastive Language-knowledge Graph Pre-training. - Xiaowei Yuan; Kang Liu 001; Yequan Wang (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

Towards Better Quantity Representations for Solving Math Word Problems. - Runxin Sun; Shizhu He; Jun Zhao 001; Kang Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 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)