Publications

2024

ConferenceMuffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback

Jiashuo Wang, Chunpu Xu, Chak Tou Leong, Wenjie Li, Jing Li.

Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).

ConferenceInstruct once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue

Jian Wang, Chak Tou Leong, Jiashuo Wang, Dongding Lin, Wenjie Li, Xiaoyong Wei.

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).

ConferenceGenerating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning

Feiteng Mu, Wenjie Li.

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).

ConferenceA Causal Approach for Counterfactual Reasoning in Narratives

Feiteng Mu, Wenjie Li.

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).

ConferenceReasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment

Kaishuai Xu, Yi Cheng, Wenjun Hou, Qiaoyu Tan, Wenjie Li.

Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).

ConferencePrompt Chaining or Stepwise Prompt? Refinement in Text Summarization

Shichao Sun, Ruifeng Yuan, Ziqiang Cao, Wenjie Li, Pengfei Liu.

Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).

ConferenceUnlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding

Heming Xia, Zhe Yang, Qingxiu Dong, Peiyi Wang, Yongqi Li, Tao Ge, Tianyu Liu, Wenjie Li, Zhifang Sui.

Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).

ConferenceThe Critique of Critique

Shichao Sun, Junlong Li, Weizhe Yuan, Ruifeng Yuan, Wenjie Li, Pengfei Liu.

Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).

ConferenceDistillation Enhanced Generative Retrieval

Yongqi Li, Zhen Zhang, Wenjie Wang, Liqiang Nie, Wenjie Li, Tat-Seng Chua.

Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).

ConferenceGenerative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond

Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, Wenjie Li, Tat-Seng Chua.

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).

ConferenceContrastive Preference Learning for Neural Machine Translation

He J.F., Sun S.C., Peng S, Xu J. Jia X.H. and Li W.J.

Findings of the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL’2024) Mexico City, Mexico, June 16-21, 2024.

ConferenceLearning to Rank in Generative Retrieval

Li Y.Q., Yang N., Wang L., Wei F.R. and Li W.J.

Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI’2024), Vancouver, Canada, February 20-27, 2024.

ConferenceCooper: Coordinating Specialized Agents towards A Complex Dialogue Goal

Cheng Y., Liu W.G., Wang J., Leong C.T., Ouyang Y., Li W.J., Wu X. and Zheng Y.F.

Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI’2024), Vancouver, Canada, February 20-27, 2024.

JournalEnhancing Narrative Commonsense Reasoning with Multi-Level Causal Knowledge

Mu F.T. and Li W.J.

IEEE Transactions on Neural Networks and Learning Systems (TNNLS), March 20, 2024.

JournalTarget-constrained Bidirectional Planning for Goal-driven Dialogue Generation

Wang J., Lin D.D. and Li W.J.

ACM Transactions on Information Systems (TOIS), March 7, 2024.

JournalDialogue Acts Enhanced Extract-Abstract Framework for Meeting Summarization

Sun S.C., Yuan R.F., Li W.J., Cao Z.Q. and Li S.J.

Information Processing and Management, 61(3), No. 103635, May, 2024.

JournalAlignment Efficient Image-Sentence Retrieval Considering Transferable Cross-Modal Representation Learning

Yang Y., Li G.Y., Li L.Y., Li W.J. and Yang J.

Frontiers of Computer Science, 18(1), No. 181335, 2024.

2023

ConferenceDetoxifying Language Models by Reversing Toxification

Leong C.T., Cheng Y., Wang J.S., Wang J. and Li W.J.

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp4433-4449.

ConferenceTarget-oriented Proactive Dialogue with Personalization: Problem Formulation and Dataset Curation

Wang J., Cheng Y., Lin D.D., Leong C.T. and Li W.J.

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp1132-1143.

ConferenceVIBE: Topic-Driven Temporal Adaptation for Twitter Classification

Zhang Y.J., Li J. and Li W.J., Li S.J., Zhou X.J., Yang Y., and Zhang J.

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp3340-3354.

ConferenceRECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning

Hou W.J., Cheng Y., Xu K.S., Li W.J. and Liu J.

Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp2134-2147.

ConferenceData Selection Curriculum for Abstractive Text Summarization

Sun S.C., Yuan R.F., He J.F., Li W.J. and Jia X.H.

Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp7990-7995.

ConferenceKBioXLM: A Knowledge-Anchored Biomedical Multilingual Pretrained Model

Geng L., Yan X., Cao Z.Q., Li J.T., Li W.J., Li S.J., Zhou X.J., Yang Y., and Zhang J.

Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp11239-11250.

ConferenceAlign Language Models with Human Preferences via a Bayesian Approach

Wang J.S., Wang H.Z., Sun S.C. and Li W.J.

Proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS’2023), December 10-16, 2023, Louisiana, USA, pp1-20.

ConferenceMultiview Identifiers Enhanced Generative Retrieval

Li Y.Q., Yang N., Wang L., Li W.J., and Wei F.R.

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023), Toronto, Canada, July 9-14, 2023, pp6636-6648.

ConferenceORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning

Hou W.J., Xu K.S., Cheng Y., Li W.J., Tom K. and Liu J.

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023), Toronto, Canada, July 9-14, 2023, pp8108-8122.

ConferenceEnhancing Event Causality Identification with Counterfactual Reasoning

Mu F.T. and Li W.J.

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023), Toronto, Canada, July 9-14, 2023, pp967-975.

ConferenceDialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Dialogue Generation

Wang J., Lin D.D. and Li W.J.

Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023), Toronto, Canada, July 9-14, 2023, pp370-387.

ConferenceSeparating Context and Pattern: Learning Disentangled Sentence Representations for Low-Data Extractive Summarization

Yuan R.F., Sun S.C., Wang Z.L., Cao Z.Q. and Li W.J.

Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023), Toronto, Canada, July 9-14, 2023, pp7575-7586.

ConferenceMedical Dialogue Generation via Dual Flow Modeling

Xu K.S., Hou W.J., Cheng Y., Wang J. and Li W.J.

Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023), Toronto, Canada, July 9-14, 2023, pp6771-6784.

ConferenceImproving Sentence Similarity Estimation for Unsupervised Extractive Summarization

Sun S.C., Yuan R.F., Li W.J. and Li S.J.

Proceedings of the 48th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP’2023), Greek island of Rhodes, Greece June 4-10, 2023.

ConferencePreserve Context Information through Interpretability for Extract-Generate Long-Input Summarization Framework

Yuan R.F., Wang Z.L., Cao Z.Q. and Li W.J.

Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI’2023), Washington, DC, USA, February 7-14, 2023, pp13932-13939.

ConferenceCOLA: Improving Conversational Recommender Systems by Collaborative Augmentation

Lin D.D., Wang J. and Li W.J.

Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI’2023), Washington, DC, USA, February 7-14, 2023, pp4462-4470.

JournalA Target-driven Planning Approach for Goal-oriented Dialogue Systems

Wang J., Lin D.D. and Li W.J.

IEEE Transactions on Neural Networks and Learning Systems, January, 2023.

JournalContextualized Knowledge Graph Embedding for Explainable Talent Training Course Recommendation

Yang Y., Zhang C.B., Song X., Dong Z., Zhu H.S., Li W.J., and Yang J.

ACM Transactions on Information Systems (TOIS), 42(2), No. 33, September, 2023.

JournalGenerative Retrieval for Conversational Question Answering

Li Y.Q., Yang N., Wang L., Wei F.R. and Li W.J.

Information Processing and Management, 60(5), No. 103475, September, 2023.

JournalGeo-Tile2Vec: A Multi-Modal and Multi-Stage Embedding Framework for Urban Analytics

Luo Y., Leong C.T., Jiao S.H., Chung F.L., Li W.J. and Liu G.P.

ACM Transactions on Spatial Algorithms and Systems, 9(2) No. 10, April 2023.

OthersEmpirical Analysis of Beam Search Curse and Search Errors with Model Errors in Neural Machine Translation

He J.F., Sun S.C., Li W.J. and Jia X.H.

Proceedings of the 24th Annual Conference of the European Association for Machine Translation (EAMT’2023), Tampere, Finland, June 12-15 2023.

2022

ConferenceFew-shot Query-Focused Summarization with Prefix-Merging

Yuan R.F., Wang Z.L., Cao Z.Q. and Li W.J.

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP’2022), December 7-11, 2022, pp3704-3714, pp3704-3714.

ConferenceImproving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning

Cheng Y., Liu W.G., Wang J.S. and Li W.J.

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP’2022), December 7-11, 2022, pp3014-3026.

ConferenceCARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation

Wang J.S., Lin P.Q., Mu F.T. and Li W.J.

Findings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP’2022), December 7-11, 2022, pp729-741.

ConferenceAddressing Token Uniformity in Transformers via Singular Value Transformation

Yan H.Q., Gui L., Li W.J. and He Y.L.

Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, Eindhoven, Netherlands (UAI’2022), August 1-5, 2022, PMLR 180:2181-2191.

ConferenceEnhancing Text Generation via Multi-Level Knowledge Aware Reasoning

Mu F.T. and Li W.J.

Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI’22), Vienna, Austria, July 23-29, 2022, pp4310-4316.

ConferenceMy nose is running.” “Are you also coughing?”: Building A Medical Diagnosis Agent with Interpretable Inquiry Logics

Liu W.G., Cheng Y., Wang H., Tang J.H., Liu Y.F, Zhao R.H., Li W.J., Zheng Y.F., Liang X.D.

Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI’22), Vienna, Austria, July 23-29, 2022, pp4266-4272.

ConferenceMMCoQA: Conversational Question Answering over Text, Tables, and Images

Li Y.Q. Li W.J. and Nie L.Q.

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL’2022), Dublin, May 22-27 2022, pp4220-4231.

JournalMutually Reinforced Network Embedding: An Integrated Approach to Research Paper Recommendation

Mei X., Cai X.Y., Xu S., Li W.J., Pan S.R. and Yang L.B.

Expert Systems with Applications, 204, No. 117616, October 2022.

JournalDynamic Graph Reasoning for Conversational Open-domain Question Answering

Li Y.Q., Li W.J., Nie L.Q.

ACM Transactions on Information Systems, 40(4), No. 821, October 2022.

JournalMulti-Probe Attention Neural Network for COVID-19 Semantic Indexing

Gu J.H., Xiang R., Wang X., Li J., Li W.J., Qian L.H., Zhou G.D. and Huang C.R.

23(1), No. 259, BMC Bioinformatics, June, 2022.

JournalSocial Attentive Deep Q-networks for Recommender Systems

Lei Y, Wang Z.T., Li W.J., Pei H.B. and Dai Q.Y.

IEEE Transactions on Knowledge and Data Engineering, 34(5): 2443-2457, May 2022.

JournalJoint Learning of User Representation with Diffusion Sequence and Network Structure

Wang Z.T., Chen C.Y. and Li W.J.

IEEE Transactions on Knowledge and Data Engineering, 34(3):1275-1287, March 2022.

JournalHierarchical Prediction and Adversarial Learning for Conditional Response Generation

Li Y.R., Zhang R.X., Cao Z.Q. and Li W.J.

IEEE Transactions on Knowledge and Data Engineering, 34(1):314-327, January, 2022.

OthersMedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue Generation

Liu W.G., Cheng Y., Tang J.H, Li W.J., Zheng Y.F., Liang X.D.

Proceedings of the 11th International Conference on Natural Language Processing and Chinese Computing (NLPCC’2022), September 24-25, 2022, pp447-459.

2021

ConferenceEvent Graph based Sentence Fusion

Yuan R.F., Wang Z.L. and Li W.J.

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP’2021), Punta Cana, Dominican Republic, November 7-11, 2021, pp4075-4084.

ConferenceEffect Generation based on Causal Reasoning

Mu F.T., Li W.J. and Xie Z.P.

Findings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP’2021), Punta Cana, Dominican Republic, November 7-11, 2021, pp527-533.

ConferenceTemplate-guided Clarifying Question Generation for Web Search Clarification

Wang J. and Li W.J.

Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM’2021), November 1-5, 2021, pp3468-347.

ConferenceGraph-Structured Context Understanding for Knowledge-grounded Response Generation

Li Y.R., Li W.J. and Wang Z.T.

Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’2021), July 11-15, 2021, pp1930-1934.

JournalEmpathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality

Wang J.S., Lin P.Q., Mu F.T. and Li W.J.

Knowledge-based Systems, 233(5), 107547, December, 2021.

JournalHierarchical Attention Link Prediction Neural Network

Wang Z.T. and Li W.J.

Knowledge-based Systems, 232(28), 107431, November 2021.

JournalLexical Data Augmentation for Sentiment Analysis

Xiang R., Chersoni E., Lu Q., Huang C.R., Li W.J. and Long, Y.F.

Journal of the Association for Information Science and Technology, 72(11):1432-1447, November 2021.

JournalNeighborhood Attention Networks with Adversarial Learning for Link Prediction

Wang Z.T., Lei Y. and Li W.J.

IEEE Transactions on Neural Network and Learning Systems, 32(8):3653-3663, August 2021.

JournalAffective Awareness in Neural Sentiment Analysis

Xiang R., Li J., Wan M.Y. Gu J.H., Lu Q., Li W.J. and Huang C.R.

Knowledge-based Systems, 226(17), 107137, August 2021.

JournalLearning Graph Representation with Generative Adversarial Nets

Wang H.W., Wang J.L., Wang J., Zhao M., Zhang W.N., Zhang F.Z., Li W.J., Xie X. and Guo M.Y.

IEEE Transactions on Knowledge and Data Engineering, 33(8):3090-3103, August 2021.

OthersTarget-guided Knowledge-aware Recommendation Dialogue System: An Empirical Investigation

Lin D.D, Wang J., and Li W.J.

Proceedings of RECSYS 2021 Workshop on Knowledge-aware and Conversational Recommender System

OthersPolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP)

Xiang R., Gu J.H., Chersoni E., Li W.J., Lu Q. and Huang C.R.

Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval’2021), August 5-6, 2021.

2020

ConferenceFact-level Extractive Summarization with Hierarchical Graph Mask on BERT

Yuan R.F., Wang Z.L. and Li W.J.

Proceedings of the 28th International Conference on Computational Linguistics (COLING’2020), Barcelona, Spain, December 8-11, 2020, pp5629-5639.

ConferenceReinforcement Learning based Recommendation with Graph Convolutional Q-network

Lei Y., Pei H.B., Yan H.Q. and Li W.J.

Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’2020), July 25-30, 2020, Xi'an, China, pp1757-1760.

JournalTracking Dynamics of Opinion Behaviors with Content-based Sequential Opinion Influence Model

Chen C.Y., Wang Z.T. and Li W.J.

IEEE Transactions on Affective Computing, 11(4):627-639, October 2020.

JournalVisual-Textual Emotion Analysis with Deep Coupled Video and Danmu Neural Networks

Li C.C., Wang H.W., Zhao M., Li W.J. and Deng X.T.

IEEE Transactions on Multimedia, 22(6):1634-1646, June 2020.

JournalJoint Model of Entity Recognition and Relation Extraction with Self-attention Mechanism

Liu M.F., Zhang Y.K., Li W.J., and Ji D.H.

ACM Transactions on Asian Language Information Processing, 19(4), No. 59, May 2020.

OthersPOLYU at TREC 2020 Conversational Assistant Track: Query Reformulation with Heuristic Topic Phrases Discovery

Xu K.S., Li Y.Q. and Li W.J.

Proceedings of TREC’2020.

2019

ConferenceNeighborhood Interaction Attention Network for Link Prediction

Wang Z.T., Lei Y. and Li W.J.

Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM’2019), Beijing, China, November 3-7, 2019, pp2153-2156.

ConferenceHierarchical Diffusion Attention Network

Wang Z.T and Li W.J.

Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI’2019), Macao, China, August 10-16, 2019, pp3828-3834.

ConferenceKnowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization

Wang H.W., Zhang F.Z., Zhang M.D., Leskovec J., Zhao M., Li W.J. and Wang Z.Y.

Proceedings of the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD’2019), Alaska, USA, August 4-8, 2019, pp968-977.

ConferenceJointly Learning Semantic Parser and Generator via Dual Information Maximization

Ye H., Li W.J. and Wang L.

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL’2019), Florence, Italy, July 28-August 2, 2019, pp2090-2101.

ConferenceSocial Attentive Deep Q-network for Recommendation

Lei Y., Wang Z.T., Li W.J. and Pei H.B.

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’2019), Paris, France, July 21-25, 2019, pp1189-1192.

ConferenceMulti-Task Feature Learning for Knowledge Graph Enhanced Recommendation

Wang H.W., Zhang F.Z., Zhao M., Li W.J., Xie X. and Guo M.Y.

Proceedings of the Web Conference 2019 (WWW’2019), San Francisco, CA, USA, May 13-17, 2019, pp2000-2010.

ConferenceKnowledge Graph Convolutional Networks for Recommender Systems

Wang H.W., Zhao M., Xie X., Li W.J. and Guo M.Y.

Proceedings of Web Conference 2019 (WWW’2019), San Francisco, CA, USA, May 13-17, 2019, pp3307-3313.

ConferenceMeta-path Augmented Response Generation

Li Y.R. and Li W.J.

Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI’2019), Hawaii, USA, January 27-February 1, 2019. (Student Abstract).

JournalInteractive Recommendation with User-specific Deep Reinforcement Learning

Lei Yu and Li W.J.

ACM Transactions on Knowledge Discovery from Data, 13(6), No. 31, October 2019.

JournalInformation Diffusion Prediction with Network Regularized Role-based User Representation Learning

Wang Z.T., Chen C.Y. and Li W.J.

ACM Transactions on Knowledge Discovery from Data, 13(3), No. 29, June, 2019.

JournalExploring High-Order User Preference on the Knowledge Graph for Recommender Systems

Wang H.W., Wang, J.L., Zhao M., Li W.J., Xie X and Guo M.Y.

ACM Transactions on Information Systems, 37(3), No. 32, March, 2019.

JournalAn Evolutionary Context-aware Sequential Model for Topic Evolution of Text Stream

Lu Z.Y., Tan H.H. and Li W.J.

Information Sciences, 473:166-177, January 2019.

2018

ConferenceNexus Network: Connecting the Preceding and the Following in Dialogue Generation

Su H., Shen X.Y., Li W.J., Klakow D. and Weikum G.

Proceedings of 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP’2018), Brussels, Belgium, October 31 - November 4 2018, pp4316-4327.

ConferenceVariational Autoregressive Decoder for Neural Response Generation

Du J.C., Li W.J., He Y.L., Xu R.F., Bing L.D. and Wang X.

Proceedings of 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP’2018), Brussels, Belgium, October 31 - November 4 2018, pp3154-3163.

ConferenceA Sequential Neural Information Diffusion Model with Structure Attention

Wang Z.T., Chen C.Y. and Li W.J.

Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM’2018), Turin, Italy, October 22-26, 2018, pp1795-1798.

ConferenceVariational Recurrent Model for Session-based Recommendation

Wang Z.T., Chen C.Y., Zhang K., Lei Y. and Li W.J.

Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM’2018), Turin, Italy, October 22-26, 2018, pp1839-1842.

ConferenceRipple Network: Propagating User Preferences on the Knowledge Graph for Recommender Systems

Wang H.W., Zhang F.Z., Wang J.L., Zhao M., Li W.J., Xie X. and Guo M.Y.

Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM’2018), Turin, Italy, October 22-26, 2018, pp417-426.

ConferenceRetrieve, Rerank and Rewrite: Soft Template Neural Summarization

Cao Z.Q., Li W.J., Li S.J. and Wei F.R.

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL’2018), Melbourne, Australia, July 15-20, 2018, pp152-161.

ConferenceUnpaired Sentiment-to-Sentiment Translation Using Cycled Reinforcement Learning

Xu J.J., Sun X., Zeng Q., Zhang X.D. Ren X.C., Wang H.F. and Li W.J.

Proceedings of in Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL’2018), Melbourne, Australia, July 15-20, 2018, pp979-988.

ConferenceQuery and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation

Ma S.M., Sun X., Li W., Li S.J., Li W.J. and Ren X.C.

Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT’2018), Louisiana, USA, June 1-6, 2018, pp196-206.

ConferenceAttention Network for Information Diffusion Prediction

Wang Z.T., Chen C.Y. and Li W.J.

Proceedings of the Web Conference (WWW’2018), Lyon, France, April 23-27, 2018, pp65-66.

ConferenceModeling Scientific Influence for Research Trending Topic Prediction

Chen C.Y., Wang Z.T., Li W.J. and Sun X.

Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI’2018), New Orleans, USA, February 2-7, 2018, pp2111-2118.

ConferenceFaithful to the Original: Fact Aware Neural Abstractive Summarization

Cao Z.Q., Wei F.R., Li W.J. and Li S.J.

Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI’2018), New Orleans, USA, February 2-7, 2018, pp4784-4791.

ConferenceDeep Representation-Decoupling Neural Networks for Monaural Music Mixture Separation

Li Z., Wang H.W., Zhao M., Li W.J. and Guo M.Y.

Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI’2018), New Orleans, USA, February 2-7, 2018, pp93-100.

ConferenceDialogue Generation with GAN

Su H., Shen X.Y., Li W.J., Hu P.W. and Chen Y.

o appear in Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI’2018), New Orleans, USA, February 2-7, 2018, pp8163-8164. (Student Abstract and Poster Program)

JournalA Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation

Cai X.Y., Li W.J., Zhang R.X., Pan S.R. and Yang L.B

IEEE Transactions on Neural Networks and Learning Systems, 29(12):6026-6037, December, 2018.

JournalA Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines

Zhao X.Z., Hou Y.X., Song D.W. and Li W.J.

IEEE Transactions on Neural Networks and Learning Systems, 29(5):1608-1621, May, 2018.

2017

ConferenceDailyDialog: A Manually Labeled Multi-turn Dialogue Dataset

Li Y.R., Su H., Shen X.Y. and Li W.J.

Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP’2017), Taiwan, November 27-December 1, 2017, pp986-995.

ConferenceModeling Language Discrepancy for Cross-Lingual Sentiment Analysis

Chen Q., Li C.L, Li W.J. and He Y.X.

Proceedings of the 26th International Conference on Information and Knowledge Management (CIKM’2017), Singapore, November 6-10, 2017, pp117-126.

ConferenceAlternating Pointwise-Pairwise Learning for Personalized Item Ranking

Lei Y., Li W.J., Lv Z.Y. and Zhao M.

Proceedings of the 26th International Conference on Information and Knowledge Management (CIKM’2017), Singapore, November 6-10, 2017, pp2155-2158.

ConferenceModeling Opinion Influence with User Dual Identity

Chen C.Y., Wang Z.T. and Li W.J.

Proceedings of the 26th International Conference on Information and Knowledge Management (CIKM’2017), Singapore, November 6-10, 2017, pp2019-2022.

ConferenceNeural Network based Reinforcement Learning for Real-time Pushing on Text Stream

Tan H.H., Lv Z.Y. and Li W.J.

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’2017), Tokyo, Japan. August 7-11, 2017, pp913-916.

ConferencePredictive Network Representation Learning for Link Prediction

Wang Z.T., Chen C.Y. and Li W.J.

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’2017), Tokyo, Japan, August 7-11, 2017, pp969-972.

ConferenceStance Classification with Target-specific Neural Attention

Du J.C., Xu R.F., He Y.L., Gui L. (and Li W.J.)

Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI’2017), Melbourne, Australia, August 19-25, 2017, pp3988-3994.

ConferenceA Conditional Variational Framework for Dialog Generation

Shen X.Y., Su H., Li Y.R., Li W.J., Niu S.Z., Zhao Y., Aizawa A. and Long G.P.

Proceedings of the 55th annual meeting of the Association for Computational Linguistics (ACL’2017), Vancouver, Canada, July 30 - August 4, 2017, pp504-509.

ConferenceImproving Semantic Relevance for Chinese Social Media Text Summarization

Ma, S.M., Su X., Xu J.J., Wang H.F., Li W.J. and Su Q.

Proceedings of the 55th annual meeting of the Association for Computational Linguistics (ACL’2017), Vancouver, Canada, July 30 - August 4, 2017, pp635-640.

ConferenceDetermining Gains Acquired from Word Embedding Quantitatively using Discrete Distribution Clustering

Ye J.B., Li Y.R., Wu Z.H., Wang J.Z., Li W.J. and Li J.

Proceedings of the 55th annual meeting of the Association for Computational Linguistics (ACL’2017), Vancouver, Canada, July 30 - August 4, 2017, pp1847-1856.

ConferenceMode Regularized Generative Adversarial Networks

Che T., Li Y.R., Jacob A., Bengio Y. and Li W.J.

Proceedings of International Conference on Learning Representations (ICLR’2017), Toulon, France, April 24 - 26, 2017.

ConferenceImproving Multi-Document Summarization via Text Classification

Cao Z.Q., Li W.J., Li S.J. and Wei F.R.

Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI’2017), San Francisco, USA, February 4-9, 2017, pp3053-3059.

ConferenceJoint Copying and Restricted Generation for Paraphrase

Cao Z.Q., Li W.J., Luo C.W. and Li S.J.

Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI’2017), San Francisco, USA, February 4-9, 2017, pp3152-3158.

JournalA Quasi-Current Representation for Information Needs inspired by Two-State Vector Formalism

Wang P.P, Hou Y.X., Li J.F., Zhang Y.Z., Song D.W. Li W.J.

Physica A: Statistical Mechanics and its Applications, 482(15):627-637, September 2017.

JournalSocial Collaborative Filtering by Trust

Yang B., Lei Y., Liu J.M. and Li W.J.

IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(8):1633-1647, August, 2017.

JournalExploring Interpersonal Influence by Tracking User Dynamic Interaction

Chen C.Y., Gao D.H., Li W.J. and Hou Y.X.

IEEE Intelligent Systems, 32(3):28-35, May, 2017.

OthersWake-Sleep Variational Autoencoders for Language Modeling

Su H., Shen X.Y., Li Y.R. and (Li W.J.)

Proceedings of the 24th International Conference On Neural Information Processing (ICONIP’2017), Guangzhou, China, November 14-18, 2017.

OthersA Part-of-Speech Enhanced Neural Conversation Model

Luo C.W., Li W.J., Chen Q. and He Y.X.

Proceedings of the 39th European Conference on Information Retrieval (ECIR’2017), Scotland UK, April 8-13, 2017, pp173-185.

OthersCross-lingual Sentiment Relation Capturing for Cross-lingual Sentiment Analysis

Chen Q., Li W.J., Lei Y., Liu X.L., Luo C.W. and He Y.X.

Proceedings of the 39th European Conference on Information Retrieval (ECIR’2017), Scotland UK, April 8-13, 2017, pp54-67.

2016

ConferenceAttSum: Joint Learning of Focusing and Summarization with Neural Attention

Cao Z.Q., Li W.J., Li S.J., Wei F.R. and Li Y.R.

Proceedings of the 26th International Conference on Computational Linguistics (COLING’2016), Osaka, Japan, December 11-16, 2016, pp547-556.

ConferenceContent-based Influence Modeling for Opinion Behavior Prediction

Chen C.Y., Wang Z.T., Lei Y. and Li W.J.

Proceedings of the 26th International Conference on Computational Linguistics (COLING’2016), Osaka, Japan, December 11-16, 2016, pp2207-2216.

ConferenceTGSUM: Build Tweet Guided Multi-Document Summarization Dataset

Cao Z.Q., Chen C.Y., Li W.J., Li S.J., Wei F.R. and Zhou M.

Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI’2016), Arizona USA, February 12-17, 2016, pp 2906-2912.

ConferenceIterative Project Quasi-Newton Algorithm for Training RBM

Mi S., Zhao X.Z., Hou Y.X., Zhang P., Li W.J. and Song D.

Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI’2016), Arizona USA, February 12-17, 2016, pp4236-4237.

JournalFeaturing, Detecting, and Visualizing Human Sentiment in Chinese Micro-blog

Yu Z.W., Wang Z.T., Chen L.M., Guo B. and Li W.J.

ACM Transactions on Knowledge Discovery from Data, 10(4):1-23, June, 2016.

JournalInformation Ordering with an Event-Enriched Vector Space Model for Multi-Document News Summarization

Zhang R.X., Li W.J., Liu N.S. and Lu Q.

32(2):323-351, Computational Intelligence, May, 2016.

JournalCoherent Narrative Summarization with a Cognitive Model

Zhang R.X., Li W.J., Liu N.S. and Gao D.H.

Computer Speech and Language, 35(1):134-160, January 2016.

OthersPolyU at CL-SciSumm

Cao Z.Q., Li W.J. and Wu D.P.

Proceedings of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL’16), Newark, USA, June 23, 2016, pp132-138.

OthersEmotion Corpus Construction Based on Selection from Hashtags

Li M.L., Long Y.F., Lu Q. and Li W.J.

Proceedings of the 10th Language Resources and Evaluation Conference (LREC’16), Portorož, Slovenia, May 23-28, 2016, pp1845-1849.

2015

ConferenceComponent-Enhanced Chinese Character Embeddings

Li Y.R. Li W.J. and Li S.J.

Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP’2015), Lisboa, Portugal, September 17-21, 2015, pp829-834.

ConferenceReinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification

Xing N., Hou Y.X., Zhang P., Li W.J. and Song D.W.

Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP’2015), Lisboa, Portugal, September 17-21, 2015, pp2551-2556.

ConferenceModeling Quantum Entanglements in Quantum Language Models

Xie M.J., Hou Y.X., Zhang P., Li J.F., Li W.J., and Song D.W.

Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI’2015), Buenos Aires, Argentina, July 25 - August 1, 2015, pp1362-1368.

ConferenceLearning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis

Chen Q, Li W.J., Lei Y. and Yuan Y.X.

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL’2015), Beijing, China, July 26-31, 2015, pp419-429.

ConferenceA Hierarchical Knowledge Representation for Expert Finding on Social Media

Li Y.R. Li W.J. and Li S.J.

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL’2015), Beijing, China, July 26-31, 2015, pp616-622.

ConferenceLearning Summary Prior in Extractive Summarization

Cao Z.Q., Wei F.R., Li S.J. and Li W.J.

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL’2015), Beijing, China, July 26-31, 2015, pp829-833.

ConferenceA Novel Neural Topic Model and its Supervised Extension

Cao Z.Q., Li S.J., Liu Y., Li W.J., and Ji H.

Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI’2015), Austin Texas, USA, January 25-30, 2015, pp2210-2216.

JournalCross-Lingual Sentiment Lexicon Learning with Bilingual Word Graph Label Propagation

Gao D.H., Wei F.R., Li W.J., Liu X.H. and Zhou M.

Computational Linguistics, 41(1):21-40, March, 2015.

JournalDynamic Business Network Analysis for Correlated Stock Price Movement Prediction

Zhang W.P., Lau R. Li C.P. and Li W.J.

IEEE Transactions on Intelligent Systems, 30(2):26-33, March, 2015.

OthersUser Preference Modeling by Trust Propagation for Rating Prediction

Lei Y., Chen C.Y., Chen Q. and Li W.J.

Proceedings of the 8th IEEE International Conference on Social Computing and Networking (SocialCom’15), Chengdu, China, December 19-21, 2015, pp500-506.

OthersA Constrained Multi-View Clustering Approach to Influence Role Detection

Chen C.Y., Gao D.H., Li W.J. and Hou Y.X.

Proceedings of the IJCAI 2015 Workshop on Social Influence Analysis, Buenos Aires, Argentina, July 27, 2015, pp29-34.

OthersWeb Person Disambiguation Using Hierarchical Co-Reference Model

Xu J., Lu Q., Li M.L. and Li W.J.

Proceedings of the 16th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING’15), Cairo, Egypt, April 14-20, 2015, pp279-291.

2014

ConferenceInferring Topic-Dependent Influence Roles of Twitter Users

Chen C.Y., Gao D.H., Li W.J. and Hou Y.X.

Proceedings of the 37th Annual International ACM SIGIR Conference (SIGIR’2014), Cold Coast, Australia, July 6-11, 2014, pp1203-1206.

ConferenceText-level Discourse Dependency Parsing

Li S.J., Wang L., Cao Z.Q. and Li W.J.

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL’2014), Baltimore, USA, June 22-27, 2014, pp60-68.

JournalFeature-Frequency-Adaptive Online Training for a Fast and Accurate Natural Language Processing

Sun X., H.F. Wang and Li W.J.

Computational Linguistics, 40(3):563-586, September, 2014.

JournalEnhancing Diversity and Coverage of Document Summaries through Subspace Clustering and Clustering-based Optimization

Cai X.Y., Li W.J. and Zhang R.X.

Information Sciences, 279(20):764-779, September, 2014.

JournalExtending the Extreme Physical Information to Universal Cognitive Models via a Confident Information First Principle

Zhao X.Z., Hou Y.X., Song D.W. and Li W.J.

Entropy, 16(7):3670-3688, July, 2014.

JournalQuadratic Tsallis Entropy Bias and Generalized Maximum Entropy Models

Hou Y.X., Wang B., Song D.W., Cao X.Y. and Li W.J.

Computational Intelligence, 30(2):233-262, May, 2014.

JournalSequential Summarization: A Full View of Twitter Trending Topics

Gao D.H., Li W.J., Cai X.Y., Zhang R.X. and Ouyang Y.

IEEE/ACM Transactions on Audio, Speech and Language Processing, 22(2):293-302, February, 2014.

2013

ConferenceA Unified Graph Model for Personalized Query-Oriented Reference Paper Recommendation

Meng F.Q., Gao D.H., Li W.J., Sun X. and Hou Y.X.

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management (CIKM’2013), San Francisco, USA, October 27-November 1, 2013, pp1509-1512.

ConferenceGeneralized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search

Sun X., Li W.J., Meng F.Q. and Wang H.F.

Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP’2013), Nagoya, Japan, October 14-18, 2013, pp641-647.

ConferenceSequential Summarization: A New Application for Timely Updated Twitter Trending Topics

Gao D.H., Li W.J. and Zhang R.X.

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL’2013), Sofia, Bulgaria, August 4-9, 2013, pp pp641-647.

ConferenceA Novel Topic Model for Automatic Term Extraction

Li S.J., Li J.W., Song T. and Li W.J.

Proceedings of the 36th Annual International ACM SIGIR Conference (SIGIR’2013), Dublin, Ireland, July 28-August 1, 2013, pp885-888.

ConferenceCo-training Based Bilingual Sentiment Lexicon Learning

Gao D.H., Wei F.R., Li W.J., Liu X.H. and Zhou M.

Proceedings of the 27th AAAI Conference on Artificial Intelligence (AAAI’2013), Washington, USA, July 14-18, 2013, pp26-28.

JournalCombining Co-clustering with Noise Detection for Theme-based Summarization

Cai X.Y., Li W.J. and Zhang R.X.

ACM Transactions on Speech and Language Processing, 10(4), No. 16, December, 2013.

JournalLatent Structured Perceptrons for Large-Scale Learning with Hidden Information

Sun X., Matsuzaki, T. and Li W.J.

IEEE Transactions on Knowledge and Data Engineering, 25(9):2063-2075, September, 2013.

JournalMining Pure High-Order Word Association via Information Geometry for Information Retrieval

Hou Y.X., Zhao X.Z., Song D.W. and Li W.J.

ACM Transactions on Information Systems, 31(3), Number 12, July, 2013.

JournalRanking through Clustering: An Integrated Approach to Multi-Document Summarization

Cai X.Y. and Li W.J.

IEEE Transactions on Audio, Speech and Language Processing, 21(7):1424-1433, July, 2013.

JournalExploring Hypergraph-based Semi-Supervised Ranking for Query-oriented Summarization

Wang W., Li S.J., Li J.W., Li W.J. and Wei F.R.

Information Science, 237(10):271-286, July, 2013.

JournalTowards Content-level Coherence with Aspect-Guided Summarization

Zhang R.X., Li W.J. and Gao D.H.

ACM Transactions on Speech and Language Processing, 10(1), Number 2, March, 2013.

JournalTracking Events via Automatically Generated Profiles

Li B.L., Li W.J., Lu Q., Zhang D.X.

Journal of Computational Information Systems, 9(6):2225-2234, March, 2013.

JournalAutomatic Twitter Topic Summarization with Speech Acts

Zhang R.X., Li W.J. Gao D.H., and Ouyang Y.

IEEE Transactions on Audio, Speech and Language Processing, 21(3):649-658, March, 2013.

JournalA Progressive Sentence Selection Strategy for Document Summarization

Ouyang Y., Li W.J., Zhang R.X., Li, S.J. and Lu Q.

Information Processing and Management, 49(1):213-221 January, 2013.

2012

ConferenceImplicit Discourse Relation Recognition by Selecting Typical Training Examples

Li S.J., Wang X., Li J.W. and Li W.J.

Proceedings of the 24th International Conference on Computational Linguistics (COLING’12), Mumbai, India, December 8-15, 2012, pp2757-2772.

ConferenceEfficient Feedback-based Feature Learning for Blog Distillation as a Terabyte Challenge

Gao D.H., Li W.J. and Zhang R.X.

Proceedings of the 24th International Conference on Computational Linguistics (COLING’12), Mumbai, India, December 8-15, 2012, pp147-154.

ConferenceBeyond Twitter Text: A Preliminary Study on Twitter Hyperlink and its Application

Gao D.H., Li W.J. and Zhang R.X.

Proceedings of the 24th International Conference on Computational Linguistics (COLING’12), Mumbai, India, December 8-15, 2012, pp155-162.

ConferenceTwitter Hyperlink Recommendation with User-Tweet-Hyperlink Three-Way Clustering

Gao D.H., Li W.J., Zhang R.X., and Hou Y.X.

Proceedings of the 21st ACM International Conference on Information and Knowledge Management (CIKM’2012), Maui Hawaii, USA, October 29 - November 2, 2012, pp2535-2538.

ConferenceGenerating Coherent Summaries with Textual Aspects

Zhang R.X., Li W.J. and Gao D.H.

Proceedings of the 26th Conference on Artificial Intelligence (AAAI’2012), Toronto, Canada, July 22-26, 2012, pp1727-1733.

ConferenceQuery-oriented Multi-Document Summarization via Unsupervised Deep Learning

Liu Y., Zhong S.H. and Li W.J.

Proceedings of the 26th Conference on Artificial Intelligence (AAAI’2012), Toronto, Canada, July 22-26, 2012, pp1699-1705.

ConferenceFast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection

Sun X., Wang H.F. and Li W.J.

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL’2012), Jeju Island, Republic of Korea, July 8-14, 2012, pp253-262.

JournalMulti-document Extractive Summarization using Event Semantic Relation Graph Clustering

Liu, M.F., Hu, H.J. Li, W.

International Journal of Advancements in Computing Technology,4(22):721-730, December, 2012.

JournalMutually Reinforced Manifold-Ranking based Relevance Propagation Model for Query-Focused Summarization

Cai X.Y. and Li W.J.

IEEE Transactions on Audio, Speech and Language Processing, 20(5):1597-1607, July, 2012.

OthersLDA-based Topic Formation and Topic-Sentence Reinforcement for Graph-Based Multi-Document Summarization

Gao D.H., and Li W.J., Ouyang Y. and Zhang R.X.

Proceedings of the eighth Asia Information Retrieval Societies Conference (AIRS’12), Tianjin, China, December 17-19, 2012, pp376-385.

OthersLatent Business Networks Mining: A Probabilistic Generative Model

Zhang W.P., Lau Y.K., Xia Y.Q., Li C.P., and Li W.J.

Proceedings of the 2012 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’2012), Macau, December 4-7, 2012, pp558-562.

OthersTracking Events via Automatically Generated Profiles

Li B.L., Li W.J. and Lu Q.

Proceedings the Eighth National Conference on Information Retrieval (CCIR’12), Jiangxi China, November 28 - December 2, 2012, pp1384-1392.

OthersTowards Scalable Speech Act Recognition in Twitter: Tackling Insufficient Training Data

Zhang R.X., Gao D.H. and Li W.J.

Proceedings of the EACL 2012 Workshop on Semantic Analysis in Social Networks, Avignon, France, April 23, 2012, pp18-26.

2011

ConferenceLearning Features through Feedback for Blog Distillation

Gao D.H., Zhang R.X., Li W.J., Lau Y.K. and Wong K.F.

Proceedings of the 34th Annual International ACM SIGIR Conference (SIGIR’2011), Beijing, China, July 24-28, 2011, pp1085-1086.

ConferenceA Bipartite Graph based Social Network Splicing method for Person Name Disambiguation

Tang J.T., Wang T., Wang J., Lu Q. and Li W.J.

Proceedings of the 34th Annual International ACM SIGIR Conference (SIGIR’2011), Beijing, China, July 24-28, 2011, pp1233-1234.

ConferenceA Wikipedia Based Semantic Graph Model for Topic Tracking in Blogsphere

Tang J.T., Wang T., Lu Q. Wang J., and Li W.J.

Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI’11), Barcelona, Spain, July 16-22, 2011, pp2337-2342.

ConferenceUsing Complex Network Features for Fast Clustering in the Web

Tang J.T., Wang T., Wang J., Lu Q. and Li W.J.

Proceedings of the 20th International World Wide Web Conference (WWW’11), India, March 28 - April 1, 2011, pp133-134.

JournalEnhancing Sentence Level Clustering with Integrated and Interactive Frameworks for Theme-based Summarization

Cai X.Y. and Li W.J.

Journal of the American Society for Information Science and Technology, 62(10):2067-2082, October, 2011.

JournalDeveloping Position Structure-Based Framework for Chinese Entity Relation Extraction

Zhang P., Li W.J., Wei F.R., Hou Y.X. and Song D.W.

ACM Transactions on Asian Language Information Processing, 10(3), No4:1-22, September, 2011.

JournalA Spectral Analysis Approach to Document Summarization: Clustering and Ranking Sentences Simultaneously

Cai X.Y. and Li W.J.

Information Sciences, 181(18):3816-3827, September, 2011.

JournalDocument Sentiment Classification by Exploring Description Model of Topical Terms

Hu Y. and Li W.J.

Computer Speech and Language, 25(2):386-403, April, 2011.

JournalApplying Regression Models to Query-focused Multi-Document Summarization

Ouyang Y., Li W.J., Li, S.J. and Lu Q.

Information Processing and Management, 47(2):227-237, March, 2011.

OthersSimultaneous Clustering and Noise Detection for Theme-based Summarization

Cai X.Y., R.X. Zhang, D.H. Gao and Li W.J.

Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP’11), Chiang Mai, Thailand, November 8-13, 2011, pp491-499.

OthersWhat Are Tweeters Doing: Recognizing Speech Acts in Twitter

Zhang R.X., Gao D.H. and Li W.J.

Proceedings of the AAAI 2011 Workshop on Analyzing Microtext, San Francisco, USA, August 8, 2011, pp86-91.

OthersExploring Strategies for Developing Link Analysis based Question-oriented Multi-document Summarization Models

Li, S.J., Wang, W. and Li W.J.

Proceedings of 2011 International Conference on Machine Learning and Cybernetics, Guilin, China, July 10-13, 2011, pp1896-1901.

2010

ConferenceA Study on Position Information in Document Summarization

Ouyang Y., Li W.J., Zhang R.X. and Lu Q.

Proceedings of the 23rd International Conference on Computational Linguistics (COLING’10), Beijing, China, August 23-27, 2010, pp919-927.

ConferenceSentence Ordering with Event-Enriched Semantics and Two-Layered Clustering for Multi-Document News Summarization

Zhang R.X., Li W.J. and Qin Lu

Proceedings of the 23rd International Conference on Computational Linguistics (COLING’10), Beijing, China, August 23-27, 2010, pp1489-1497.

ConferenceSimultaneous Ranking and Clustering of Sentences: An Reinforcement Approach to Multi-Document Summarization

Cai X.Y., Li W.J. and Ouyang Y.

Proceedings of the 23rd International Conference on Computational Linguistics (COLING’10), Beijing, China, August 23-27, 2010, pp134-142.

ConferenceA Semi-Supervised Key Phrase Extraction Approach: Learning from Title Phrases through a Document Semantic Network

Li D.C., Li S.J., and Li W.J.

Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL’10), Uppsala, Sweden, July 11-16, 2010, pp296-300.

Journal基于事件项语义图聚类的多文档摘要方法

刘茂福, 李文捷, 姬东鸿

中文信息学报, 24(5):77-85, September, 2010.

JournalKeyphrase Extraction Based on Topic Relevance and Term Association

Li D.C., Li S.J., Li W.J. and Gu C.Y.

Journal of Information and Computational Science, 7(1):293-299, 2010.

JournaliRANK: A Rank-Learn-Combine Framework for Unsupervised Ensemble Ranking

Wei F.R., Li W.J., and Liu S.X.

Journal of the American Society for Information Science and Technology, 61(6):1232-1243, June, 2010.

JournalInter-Topic Information Mining for Topic-based Summarization

Ouyang Y., Li W.J., Li S.J. and Lu Q.

Journal of the American Society for Information Science and Technology, 61(5):1062-1072, May, 2010.

JournalBeyond Redundancies: A Metric-Invariant Method for Unsupervised Feature Selection

Hou Y.X., Zhang P., Yan, T.X., Li W.J. and Song D.W.

IEEE Transactions on Knowledge and Data Engineering, 22(3):348-364, March, 2010.

JournalA Document-Sensitive Graph Model for Multi-Document Summarization

Wei F.R., Li W.J., Lu Q. and He Y.X.

Knowledge and Information Systems, 22(2):245-259, February, 2010.

Journal中文核心领域本体构建的一种改进方法

谌贻容, 陆勤, 李文捷, 崔高颖

中文信息学报 (Journal of Chinese Information Processing), 24(1):48-53, January, 2010.

OthersExploring Deep Belief Network for Chinese Relation Extraction

Chen Y., Li W.J., Liu Y., Zheng D.Q. and Zhao Tiejun

Proceedings of the CIPS-SIGHAN Joint Conference on Chinese Language Processing (CLP’10), Beijing, China, August 28-29, 2010.

OthersA Context-Sensitive Manifold Ranking Approach to Query-Focused Multi-Document Summarization

Cai X.Y. and Li W.J.

Proceedings of the 11th Pacific Rim International Conference on Artificial Intelligence (PRICAI’10), Daegu, Korea, August 30-September 2, 2010, pp27-38.

OthersUsing Deep Belief Nets for Chinese Named Entity Categorization

Chen Y., Ouyang Y., Li W.J., Zheng D.Q. and Zhao Tiejun

Proceedings of the ACL 2010 Workshop - Named Entities Workshop (NEWS’10), July 16, 2010.

OthersKey Phrase Extraction Based on Core Word Identification and Word Expansion

Ouyang Y., Li W.J. and Zhang R.X.

Proceedings of the ACL 2010 Workshop - the 5th International Workshop on Semantic Evaluations (SemEval’10), July 15-16, 2010.

2009

ConferenceHyperSum: A Hypergraph Based Semi-Supervised Sentence Ranking for Query-Oriented Summarization

Wang W., Wei F.R., Li W.J. and Li, S.J.

Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM'09), Hong Kong, November 2-6, 2009, pp1855-1858.

ConferenceiRANK: An Interactive Ranking Framework and Its Application in Query-Focused Summarization

Wei F.R., Li W.J., Wang W. and He Y.X.

Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM'09), Hong Kong, November 2-6, 2009, pp1557-1560.

ConferenceCo-feedback Ranking for Query-focused Summarization

Wei F.R., Li W.J. and He Y.X.

Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics (ACL’09), Singapore, July 3-5, 2009, pp117-120.

ConferenceAn Integrated Multi-Document Summarization Approach based on Word Hierarchical Representation

Ouyang Y., Li W.J. and Lu Q.

Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics (ACL’09), Singapore, July 3-5, 2009, pp113-116.

Journal一种基于使用差异的词语领域性分析方法

李素建, 宋涛, 高杰, 幺鹏跃, 李文捷

中文信息学报, 23(6):72-78, November, 2009.

JournalApplying Two-Level Mutual Reinforcement Ranking in Query-Oriented Multi-Document Summarization

Wei F.R., Li W.J., Lu Q. and He Y.X.

Journal of the American Society for Information Science and Technology, 60(10):2119-2131, October, 2009.

JournalBuilding a Chinese Collocation Bank

Xu R.F., Lu Q., Wong K.F. and Li W.J.

International Journal of Computer Processing of Languages, 22(1):1-27, March, 2009.

JournalNonlinear Dimensionality Reduction by Locally Linear Inlaying

Hou Y.X., Zhang P., Xu X.X., Zhang X.W. and Li W.J.

IEEE Transactions on Neural Networks, 20(2):300-315, February 2009.

OthersExtractive Summarization Based on Event Term Temporal Relation Graph and Critical Chain

Liu Maofu, Li W.J. and Hu H.J.

Proceedings of the fifth Asia Information Retrieval Symposium (AIRS’09), Sapporo, Japan, October 21-23, 2009, pp87-99.

OthersMining Concepts from Wikipedia for Ontology Construction

Cui G.Y., Lu Q., Li W.J. and Chen Y.R.

Proceedings of the WI-IAT’09 Workshop on Natural Language Processing and Ontology Engineering, Milan, Italy, September 15-18, 2009, pp287-290.

OthersA Novel Method to Improve Chinese Core Ontology Construction with Term Sharing Suffixes

Chen Y.R., Lu Q., Li W.J. and Cui G.Y.

Proceedings of the tenth Chinese National Conference on Computational Linguistics (CNCCL’09), Yantai, China, July 24-26, 2009.

OthersA Preliminary Study on Dynamic Keyword Extraction for Contextual Advertising

Ye W., Li W.J., Wei F.R. and Li C.B.

Proceedings of SIGIR’09 Workshop on Information Retrieval and Advertising, Boston, US, July 23, 2009.

OthersQuery-Oriented Summarization Based on Neighborhood Graph Model

Wei F.R., Li W.J., Lu Q. and He Y.X.

Proceedings of the 22nd International Conference on the Computer Processing of Oriental Languages (ICCPOL’09), Hong Kong, March 26-27, 2009, pp156-167.

OthersLearning Similarity Functions in Graph-based Document Summarization

Ouyang Y., Li W.J., Wei F. and Lu Q.

Proceedings of the 22nd International Conference on the Computer Processing of Oriental Languages (ICCPOL’09), Hong Kong, March 26-27, 2009, pp189-200.

OthersA Novel Composite Kernel Approach to Chinese Entity Relation Extraction

Zhang J., Ouyang Y., Li W.J. and Hou Y.X.

Proceedings of the 22nd International Conference on the Computer Processing of Oriental Languages (ICCPOL’09), Hong Kong, March 26-27, 2009, pp236-247.

OthersAutomatic Acquisition of Attributes for Ontology Construction

Cui G.Y., Lu Q., Li W.J. and Chen Y.R.

Proceedings of the 22nd International Conference on the Computer Processing of Oriental Languages (ICCPOL’09), Hong Kong, March 26-27, 2009, pp248-259.

OthersEvent-based Summarization Using Critical Temporal Event Term Chain

Liu Maofu, Li W.J. and Zhang J.

Proceedings of the 22nd International Conference on the Computer Processing of Oriental Languages (ICCPOL’09), Hong Kong, March 26-27, 2009, pp378-385.

2008

ConferenceExtractive Summarization Using Supervised and Semi-Supervised Learning

Wong K.F., Wu M.L. and Li W.J.

Proceedings of the 22nd International Conference on Computational Linguistics (COLING’08), Manchester, UK, August 18-22, 2008, pp985-992.

ConferencePNR2: Ranking Sentences with Positive and Negative Reinforcement for Query-Oriented Update Summarization

Wei F.R., Li W.J., Lu Q. and He Y.X.

Proceedings of the 22nd International Conference on Computational Linguistics (COLING’08), Manchester, UK, August 18-22, 2008, pp489-496.

ConferenceQuery-Sensitive Mutual Reinforcement Chain and Its Application in Query-Oriented Multi-Document Summarization

Wei F.R., Li W.J., Lu Q. and He Y.X.

Proceedings of the 31st Annual International ACM SIGIR Conference (SIGIR’08), Singapore, July 20-24, 2008, pp283-290.

ConferenceA Novel Feature-based Approach to Chinese Entity Relation Extraction

Li W.J., Zhang P., Wei F.R., Hou Y.X. and Lu Q.

Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics (ACL’08), Columbus, Ohio, June 16-18, 2008, pp89-92.

JournalPattern-based Opinion Mining for Stock Market Trend Prediction

Wong K.F., Xia Y.Q., Xu R.F., Wu M.L. and Li W.J.

International Journal of Computer Processing of Oriental Languages, Special Issue on Opinion Mining, 21(4):347-361, December, 2008.

JournalAttributes Selection in Chinese Ontology Acquisition with FCA

Cui G.Y., Lu Q., Li W.J. and Chen Y.R.

International Journal of Computer Processing of Oriental Languages, 21(1):77-95, March, 2008.

OthersLearning Knowledge from Relevant Webpage for Opinion Analysis

Xu R.F., Wong K.F., Lu Q., Xia Y.Q. and Li W.J.

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence (WI’08), Sydney, Australia, December 9-12, 2008, pp307-313.

OthersExploiting the Role of Named Entities in Query-Oriented Document Summarization

Li W.J., Wei F.R., Ouyang Y., Lu Q. and He Y.X.

Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence (PRICAI’08), Hanoi, Vietnam, December 15-19, 2008, pp740-749.

OthersDeveloping Evaluation Model of Topical Term for Document-Level Sentiment Classification

Hu Y., Li W.J. and Lu Q.

Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence (PRICAI’08), Hanoi, Vietnam, December 15-19, 2008, pp.

OthersFull-reference Quality Diagnosis for Video Summary

Liu Y., Zhang Y., Sun M.S. and Li W.J.

Proceedings of IEEE International Conference on Multimedia and Expo 2008 (ICME’08), Hannover, Germany, June 23-26, 2008, pp1489-1492.

OthersExploiting the Role of Position Feature in Chinese Relation Extraction

Zhang P. Li W.J., Wei F.R., Lu Q. and Hou Y.X.

(CD) Proceedings of the sixth international conference on Language Resources and Evaluation (LREC’08), Morocco, May 28-30, 2008.

OthersCorpus Exploitation from Wikipedia for Ontology Construction

Cui G.Y., Lu Q., Li W.J. and Chen Y.R.

(CD) Proceedings of the sixth international conference on Language Resources and Evaluation (LREC’08), Morocco, May 28-30, 2008.

OthersChinese Core Ontology Construction from a Bilingual Term Bank

Chen Y.R., Lu Q., Li W.J. and Cui G.Y.

(CD) Proceedings of the sixth international conference on Language Resources and Evaluation (LREC’08), Morocco, May 28-30, 2008.

OthersOpinion Annotation in On-line Chinese Product Reviews

Xu R.F., Xia Y.Q., Wong K.F. and Li W.J.

(CD) Proceedings of the sixth international conference on Language Resources and Evaluation (LREC’08), Morocco, May 28-30, 2008.

OthersExploiting Query-Sensitive Similarity for Graph-Based Query-Oriented Summarization

Wei F.R., He Y.X., and Li W.J.

Proceedings of 2008 International Symposium on Information Processing, Moscow, Russia (ISIP’08), May 23-25, 2008, pp9-13.

OthersA Cluster-Sensitive Graph Model for Query-Oriented Multi-Document Summarization

Wei F.R., Li W.J., Lu Q. and He Y.X.

Proceedings of European Conference on Information Retrieval (ECIR’08), Glasgow, Scotland, March 30-April 3, 2008, pp446-453.

OthersPreliminary Chinese Term Classification for Ontology Construction

Cui G.Y., Lu Q. and Li W.J.

Proceedings of the 6th Workshop on Asian Language Resources (ALR’08), Hyderabad, India, January 11-12, 2008, pp17-24.

2007

ConferenceDeveloping Learning Strategies for Topic-based Summarization

Ouyang Y., Li S.J. and Li W.J.

Proceedings of the ACM Sixteenth Conference on Information and Knowledge Management (CIKM’07), Lisboa, Portugal, November 6-9, 2007, pp79-86.

ConferenceDetecting, Categorizing and Clustering Entity Mentions in Chinese Text

Li W.J., Qian D.L., Yuan C.F. and Lu Q.

Proceedings of the 30th Annual International ACM SIGIR Conference (SIGIR’07), Amsterdam, Netherlands, July 23-27, 2007, pp647-654.

ConferenceExtractive Summarization Based on Event Term Clustering

Liu M.F., Li W.J., Wu M.L. and Lu Q.

Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL’07), Prague, Czech Republic, June 23-30, 2007, pp185-188.

JournalChinese Entity Detection and Tracking: The Experience in ACE

Li W.J., Qian D.L., Lu Q. and Yuan C.F.

International Journal of Computer Processing of Oriental Languages, 20(4):219-236, December, 2007.

OthersAutomatic Construction of Well-Founded Core Ontology from an English-Chinese Term Bank

Chen Y.R., Lu Q., Li W.J. and Cui G.Y.

Proceedings of OntoLex07 - From Text to Knowledge: The Lexicon/Ontology Interface, Busan, South Korea, November 11, 2007, pp78-87.

OthersIntegrating Linguistic Patterns and Term-Entity Associations in Chinese Person Description Extraction

Li S.J., Li W.J., and Lu Q.

Proceedings of the 2007 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP/KE’07), Beijing, China, August 30-September 1, 2007, pp301-307.

OthersMeasuring Relevance with Named Entity Based Patterns in Topic-Focused Document Summarization

Wei F.R., Li W.J., and He Y.X.

Proceedings of the 2007 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP/KE’07), Beijing, China, August 30-September 1, 2007, pp111-118.

OthersExploiting Surface, Content and Relevance Features for Learning-Based Extractive Summarization

Wu M.L., Li W.J., Wei F.R., Lu Q. and Wong K.F.

Proceedings of the 2007 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP/KE’07), Beijing, China, August 30-September 1, 2007, pp234-241.

OthersWeb Mining for Improving Risk Assessment in Port State Control Inspection

Xu R.F., Lu Q., Li K.X. and Li W.J.

Proceedings of the 2007 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP/KE’07), Beijing, China, August 30-September 1, 2007, pp427-434.

OthersClassification-based Chinese Collocation Extraction

Xu R.F., Lu Q., Wong K.F. and Li W.J.

Proceedings of the 2007 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP/KE’07), Beijing, China, August 30-September 1, 2007, pp308-315.

OthersAutomatic Construction of a Core Lexicon for Specific Domain

Ji L.N., Lu Q., Li W.J. and Chen Y.R.

Proceedings of the 6th International Conference on Advanced Language Processing and Web Information Technology (ALPIT’07), Luoyang, China, August 22-24, 2007, pp183-188.

OthersEvent-based Extractive Summarization using Event Semantic Relevance from External Linguistic Resource

Liu M.F., Li W.J., Wu M.L. and Hu H.J.

Proceedings of the 6th International Conference on Advanced Language Processing and Web Information Technology (ALPIT’07), Luoyang, China, August 22-24, 2007, pp117-122.

OthersA Risk Assessment System for Improving Port State Control Inspection

Xu R.F., Lu Q., Li W.J., Li X.G. and Zheng H.S.

Proceedings of the International Conference of Machine Learning and Cybernetics (ICMLC’07), Hong Kong, August 19-22, 2007, pp818-823.

OthersDomain Extension of Chinese Named Entity Recognition

Xu W., Fu B., Liu L., Yuan C.F., and Li W.J.

Proceedings of the 9th National Joint Symposium on Computational Linguistics, Dalian, China, August 6-8, 2007, pp503-508.

OthersAnnotating Chinese Collocations with Multi Information

Xu R.F., Lu Q., Wong K.F. and Li W.J.

Proceedings of the Linguistic Annotation Workshop (The LAW): A Merger of NLPXML 2007 and FLAC 2007, June 28-29, 2007, pp61-68.

OthersAttributes Selection in Ontology Taxonomies Acquisition with FCA

Cui G.Y., Lu Q., Li W.J. and Chen Y.R.

Proceedings of the eighth Chinese Lexical Semantic Workshop, Hong Kong, May 21-23, 2007, pp210-215.

OthersDiscovering Kind-of Relations for Ontology Construction

Chen Y.R., Lu Q., Li W.J. and Cui G.Y.

Proceedings of the eighth Chinese Lexical Semantic Workshop, Hong Kong, May 21-23, 2007, pp216-221.

OthersPolyU Systems for Participating in ACE2007

Li W.J., Qian D.L. and Wu M.L.

Notebook of Automatic Content Extraction (ACE’07), Maryland, USA, December 28-30, 2007.

OthersEvent-Based Summarization Using Time Features

Wu M.L., Li W.J., Lu Q. and Wong K.F.

Proceedings of the eighth International Conference on Intelligent Text Processing and Computational Linguistics (CiCling’07), LNCS 4394, Mexico City, Mexico, February 18-24, 2007, pp563-574.

OthersApplying Machine Learning to Chinese Entity Detection and Tracking

Qian D.L., Li W.J., Lu Q. and Yuan C.F.

Proceedings of the eighth International Conference on Intelligent Text Processing and Computational Linguistics (CiCling’07), LNCS 4394, Mexico City, Mexico, February 18-24, 2007, pp154-165.

OthersChinese Terminology Extraction using Window-based Contextual Information

Ji L.N., Sum M., Lu Q., Li W.J. and Chen Y.R.

Proceedings of the eighth International Conference on Intelligent Text Processing and Computational Linguistics (CiCling’07), LNCS 4394, Mexico City, Mexico, February 18-24, 2007, pp62-74.

2006

ConferenceEnhancing Topic Tracking with Temporal Information

Li B.L., Li W.J. and Lu Q.

Proceedings of the 29th Annual International ACM SIGIR Conference (SIGIR’06), Seattle, USA, August 6-11, 2006, pp667-668.

ConferenceExtractive Summarization using Inter- and Intra- Event Relevance

Li W.J., Xu W., Wu M.L., Yuan C.F. and Lu Q.

Proceedings of the 21st International Conference Computational Linguistics and 44th Annual Meeting of ACL (ACL/COLING’06), Sydney, Australia, July 17-21 2006, pp369-376.

ConferenceA Phonetic-Based Approach to Chinese Chat Text Normalization

Xia Y.Q., Wong K.F. and Li W.J.

Proceedings of the 21st International Conference Computational Linguistics and 44th Annual Meeting of ACL (ACL/COLING’06), Sydney, Australia, July 17-21 2006, pp993-1000.

JournalTopic Tracking with Time Granularity Reasoning

Li B.L., Li W.J. and Lu Q.

ACM Transactions on Asian Language Information Processing: Special Issue on Reasoning in Natural Language Processing, 5(4):388-412, December, 2006.

JournalIntegrating Temporal Distribution Information into Event-based Summarization

Li W.J., Wu M.L., Lu Q. and Wong, K.F.

International Journal of Computer Processing of Oriental Languages, 19(2&3):201-222, June-September, Combined Issue, 2006.

JournalLinguistic and Behavioral Studies of Chinese Chat Language

Wong K.F, Xia Y.Q. and Li W.J.

International Journal of Computer Processing of Oriental Languages, 19(2&3): 133-152, June-September, Combined Issue, 2006.

JournalAutomatic Chinese Aspectual Classification Using Linguistic Indicator

Cao D.F., Li W.J., Yuan C.F. and Wong K.F.

International Journal of Information Technology, 12(4):99-109, April, 2006.

OthersBuilding Document Graph for Text Summarization: An Event-based Approach

Xu W., Li W.J., Yuan C.F., Wu M.L. and Wong K.F.

Proceedings of the 21st International Conference on the Computer Processing of Oriental Languages (ICCPOL’06), Singapore, December 17-19, 2006, pp181-188.

OthersAn Improved Method for Finding Bilingual Collocation Correspondences from Monolingual Corpora

Xu R.F., Wong K.F., Lu Q. and Li W.J.

Proceedings of the 21st International Conference on the Computer Processing of Oriental Languages (ICCPOL’06), Singapore, December 17-19, 2006, pp51-62.

OthersThe THU/PolyU System at MSE 2006: An Event-relevance Based Approach

Xu W., Yuan C.F, Wu M.L. and Li W.J.

Notebook of Multilingual Summarization Evaluation (MSE’05), Sydney, Australia, July 23 2006.

OthersQuery Focus Guided Sentence Selection Strategy for DUC 2006

Li W.J., Li B.L., and Wu M.L.

Proceedings of Document understanding Conference (DUC’06), New York, USA, June 8-9, 2006.

OthersMining Implicit Entities in Queries

Li W., Li W.J., and Lu Q.

Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC’06), Genoa, Italy, May 24-26, 2006.

OthersInteraction between Lexical Base and Ontology with Formal Concept Analysis

Li S.J, Lu Q. and Li W.J.

Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC’06), Genoa, Italy, May 24-26, 2006.

OthersA Study on Terminology Extraction Based on Classified Corpora

Chen, Y.R., Lu Q. and Li W.J.

Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC’06), Genoa, Italy, May 24-26, 2006.

OthersConstructing A Chinese Chat Language Corpus with A Two-Stage Incremental Annotation Approach

Xia Y.Q., Wong K.F. and Li W.J.

Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC’06), Genoa, Italy, May 24-26, 2006.

OthersDeriving Event Relevance from the Ontology Constructed with Formal Concept Analysis

Xu W., Li W.J., Wu M.L., Li W. and Yuan C.F.

Proceedings of the Seventh International Conference on Intelligent Text Processing and Computational Linguistics (CiCling’06), Mexico City, Mexico, February 19-25, 2006, pp480-489.

2005

ConferenceProfile-based Event Tracking

Li B.L., Li W.J., Lu Q.

Proceedings of the 28th Annual International ACM SIGIR Conference (SIGIR’05), Salvador, Brazil, August 15-19, 2005, pp631-632.

ConferenceA Retrospective Study of Probabilistic Context-Based Retrieval

Wu, H.C., Luk, Robert, Kwok, K.L., Wong, K.F. Li W.J.

Proceedings of the 28th Annual International ACM SIGIR Conference (SIGIR’05), Salvador, Brazil, August 15-19, 2005, pp663-664.

JournalAn Overview of Temporal Information Extraction

Wong K.F., Xia Y.Q., Li W.J., and Yuan C.F.

International Journal of Computer Processing of Oriental Languages: Special Issue on Advanced Technologies for Oriental Information Processing, 18(2):137-152, June 2005.

OthersThe Hong Kong Polytechnic University at ACE2005

Li W.J., Li W., Wu M.L., Xu W. and Li B.L.

Notebook of Automatic Content Extraction (ACE’05), Maryland, USA, December 15-16, 2005.

OthersA Framework for Modeling and Representing Temporal Discourse Structure

Wong S.M., Li W.J. and Wong K.F.

Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP/KE’05), Wuhan, China, Oct 30-Nov 1, 2005, pp213-218.

OthersChinese Temporal Expression Normalization With Multi-Label Classification

Wu M.L., Li W.J., Chen Q. and Lu Q.

Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP/KE’05), Wuhan, China, Oct 30-Nov 1, 2005, pp318-323.

OthersExperiments of Ontology Construction with Formal Concept Analysis

Li S.J., Lu Q. and Li W.J.

Proceedings of IJCNLP Workshop on Ontologies and Lexical Resources (OntoLex’05), Jeju Island, Korea, October 15, 2005, pp67-75.

OthersIntegrating Collocation Features in Chinese Word Sense Disambiguation

Li W.Y., Lu Q. and Li W.J.

Proceedings of the 4th SIGHAN Workshop on Chinese Language Processing (SIGHAN’05), Jeju Island, Korea, October 14-15, 2005, pp87-93.

OthersImproving Text Similarity Measurement by Critical Sentence Vector Model

Li W., Wong K.F, Yuan C.F. Li W.J., and Xia Y.Q.

Proceedings of Asia Information Retrieval Symposium (AIRS’05), Jeju Island, Korea, October 13-15, 2005, pp522-527.

OthersA Preliminary Work on Classifying Time Granularity of Temporal Questions

Li W., Li W.J., Lu Q.and Wong K.F.

Proceedings of the Second International Joint Conference on Natural Language Processing (IJCNLP’05), Jeju Island, Korea, October 11-13, 2005, pp414-425.

OthersCTEMP: A Chinese Temporal Parser for Extracting and Normalizing Temporal Information

Wu M.L., Li W.J., Lu Q. and Li B.L.

Proceedings of the Second International Joint Conference on Natural Language Processing (IJCNLP’05), Jeju Island, Korea, October 11-13, 2005, pp694-706.

OthersThe Hong Kong Polytechnic University at DUC2005

Li W.J., Li W., Li B.L., Chen Q. and Wu M.L.

Proceedings of Document understanding Conference (DUC’05), Vancouver, Canada, October 9-10, 2005.

OthersVerifying Person Descriptions with Term-Entity Association

Li S.J., Li W.J., Lu Q.

Proceedings of the 4th International Conference on Machine Learning and Cybernetics (ICMLC’05), Guangzhou, China, August 18-21, 2005, pp50-55.

2004

ConferenceCombining Linguistic Features with Weighted Bayesian Classifier for Temporal Reference Processing

Cao G.H., Li W.J., Wong K.F. and Yuan C.F.

Proceedings of the 20th International Conference on Computational Linguistics (COLING’04), Geneva, Switzerland, August 23-25, 2004, pp702-708.

ConferenceApplying Machine Learning to Chinese Temporal Relation Resolution

Li W.J., Cao G.H., Wong K.F. and Yuan C.F.

Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL’04), Barcelona, Spain, July 21-26, 2004, pp583-589.

OthersUsing Fuzzy Sets and Genetic Algorithm for Chinese Verb Classification

Li W., Yuan C.F., Wong K.F., Cheng C.H. and Li W.J.

Proceedings of the 5th World Congress on Intelligent Control and Automation, Hangzhou, China, June 14-18, 2004, pp2112-2116.

2003

JournalA Design of Temporal Event Extraction from Chinese Financial News

Li W.J., Wong K.F. and Yuan C.F.

International Journal of Computer Processing of Oriental Language, 16(1):21-40, March, 2003.

JournalThe Design of a Statistical Algorithm for Resolving Structural Ambiguity in ‘V NP1 usde NP0’

Li W.J. and Wong, K.F.

Computational Intelligence, 19(1):63-84, February, 2003.

OthersBack to the Future: A Logical Framework for Temporal Information Representation and Inferencing from Financial News

Huang Z., Wong K.F. and Li W.J., Song D.W., and Bruza P.

Proceedings of IEEE Conference on Natural Language Processing and Knowledge Engineering (NLP-KE’03), Beijing, China, October 27-29, 2003, pp95-101.

OthersAutomatic Acquirement of Information Extraction Rules in Financial Area

Zhou, J.H., Yuan C.F., Wong K.F. and Li W.J.

Proceedings of the 20th International Conference on Computer Processing of Oriental Languages (ICCPOL’03), Shenyang, China, August 4-6, 2003, pp410-416. (in Chinese)

OthersDesign Issues in a Chinese Financial Information Extraction System

Li Q.Z., Gao W., Li W.J., Wong K.F., Yuan C.F. and Wang Y.

Proceedings of the 20th International Conference on Computer Processing of Oriental Languages (ICCPOL’03), Shenyang, China, August 4-6, 2003, pp417-423.

OthersText Similarity Calculating Based on Critical Sentence Vector Model

Li, W., Yuan C.F., Wong K.F. and Li W.J.

Proceedings of the 20th International Conference on Computer Processing of Oriental Languages (ICCPOL’03), Shenyang, China, August 4-6, 2003, pp424-430. (in Chinese)

2002

JournalA Word-based Approach for Modeling and Discovering Temporal Relations Embedded in Chinese Sentences

Li W.J. and Wong K.F.

ACM Transactions on Asian Language Information Processing, 1(3):173-206, September, 2002.

JournalTemporal Representation and Classification in Chinese

Wong, K.F., Li W.J., Yuan C.F. and Zhu X.D.

International Journal of Computer Processing of Oriental Language, 15(2):221-230, June, 2002.

Journal中文金融新聞中公司名的識別

王寧, 葛瑞芳, 苑春法, 黃錦輝, 李文捷

中文信息學報, 16(2):1-6, 2002.

OthersAn Indexing Method Based on Sentences

Li L., Yuan C.F., Wong K.F. and Li W.J.

Proceedings of the First SigHAN Workshop on Chinese Language Processing, ACL’2002 conference, Taipei, Taiwan, September 1, 2002, pp107-111.

OthersAnaphora Resolution in Chinese Financial News for Information Extraction

Wang N., Yuan C.F., Wong K.F. and Li W.J.

Processions of the 4th World Congress on Intelligent Control and Automation, Shanghai, P.R.China, June 10-14, 2002, pp2422-2426.

2001

JournalTowards Automatic Chinese Temporal Information Extraction

Li W.J., Wong K.F. and Yuan C.F.

Journal of the American Society for Information Science and Technology, 52(9):748-762, July 2001.

JournalAn Effective Method for Chinese Grammar Rule Learning

Yuan C.F., Wong K.F., Chen G. and Li W.J.

International Journal of Computer Processing of Oriental Language, 14(4): 361-374, 2001.

OthersApplication and Difficulty of Natural Language Processing in Chinese Temporal Information Extraction

Li W.J., Wong K.F. and Yuan C.F.

Proceedings of the 6th Natural Language Processing Pacific Rim Symposium of Chinese Computing (NLPRS’01), Tokyo, Japan, November 27-29, 2001, pp501-506.

OthersA Model for Temporal References in Chinese

Li W.J., Wong K.F. and Yuan C.F.

Proceedings of ACL Workshop on Temporal and Spatial Information Processing, ACL’2001 Conference, Toulouse, France, July 7, 2001, pp33-40.

OthersExtracting Temporal Events from Hong Kong Financial News

Liang C.L., Li W.J., Wong K.F. and Yuan C.F.

Proceedings of the 19th International Conference on Computer Processing of Oriental Languages (ICCPOL’01), Seoul, Korea, 14-16 May 2001, pp47-53.

2000

JournalIdentifying Temporal Components in a Chinese Temporal Information System

Li W.J. and Wong K.F.

International Journal of Computer Processing of Chinese and Oriental Language, 13(2):131-140, 2000.

OthersAn Algorithm for Situation Classification of Chinese Verbs

Zhu X.D., Yuan C.F., Wong K.F. and Li W.J.

Proceedings of the second Chinese Language Processing Workshop, Hong Kong, October 8, 2000, pp140-145.

Before 2000

Journal基於語意知識的漢語句法結構排歧

苑春法, 黃錦輝, 李文捷

中文信息學報, 13(1):1-8, 1999.

OthersExtraction of Time-related Concepts for Intelligent Information Retrieval in Chinese

Li W.J., Lam W.I. Lam and Wong, K.F.

Proceedings of the 4th International Workshop on Information Retrieval with Asian Languages (IRAL'99), Taipei, November 11-12, 1999, pp71-77.

OthersClassifying Temporal Concepts in Chinese for Information Extraction

Wong, K.F. and Li W.J.

Proceedings of the 5th Natural Language Processing Pacific Rim Symposium (NLPRS'99), China, November 5-7, 1999, pp172-177.

OthersChinese Temporal System and Temporal Components Identification

Li W.J. and Wong, K.F.

Proceedings of the 18th International Conference on Computer Processing of Oriental Languages (ICCPOL'99), Tokushima, Japan, March 24-26, 1999, pp539-544. (Awarded paper)

OthersChinese N1-V-V2 Compound Nouns Disambiguation

Li W.J. and Wong K.F.

In Proceedings of 3rd International Workshop on Computational Semantics (IWCS-3), Tilburg, The Netherlands, January 13-15, 1999, pp177-190.

OthersNatural Language Processing for Chinese Information Retrieval

Wong, K.F. and Li W.J.

In Proceedings of International Conference on Chinese Information Processing (ICCIP’98), Beijing, China, November 18-20, 1998, pp434-443.

OthersA statistics-based Approach to Chinese Prepositional Phrase Disambiguation

Wong, K.F. and Li W.J.

Proceedings of International Conference on Natural Language Processing and Industrial Applications (NLP+IA'98), Moncton, Canada, August 18-21, 1998, pp260-265.

OthersIntelligent Chinese Information Retrieval - Why Is It So Difficult

Wong, K.F. and Li W.J.

Proceedings of First Asia Digital Library Workshop, Hong Kong, August 6-7, 1998, pp47-56.

JournalResolving Relative Clause Structural Ambiguity in Chinese Noun Phrase Extraction

Wong, K.F., Li W.J., Low, B.T., and Lum, V.

International Journal of Computer Processing of Chinese and Oriental Languages, 11(2):99-132, 1997.

OthersChinese Noun Phrase Extraction Based on the Statistical Distribution Information

Li W.J., Wong, K.F., Low, B.T., Lum, V., and Tse, A.

Proceedings of International Conference on Chinese Computing’96, Singapore, June 4-7, 1996, pp69-74.

OthersCN3 - Chinese Noun Phrase Partial Parser

Tse, A., Wong, K.F., Low, B.T., Lum, V., and Li W.J.

Proceedings of International Conference on Chinese Computing’96, Singapore, June 4-7, 1996, pp61-68.

OthersCorpus-based Maximal-length Chinese Noun Phrase Extraction

Li W.J., Pan H.H., Zhou, M., Wong, K.F., and Lum, V.

Proceedings of Natural Language Processing Pacific Rim Symposium’95 (NLPRS’95), Seoul, Korea, December 4-7, 1995, pp246-251.

OthersAre statistics-based Approach Good Enough for NLP? - A Case Study of Maximal-length NP Extraction in Mandarin Chinese

Li W.J., Pan H.H., Zhou, M., Wong, K.F., and Lum, V.

Proceedings of 8th ROCLING, Taiwan, August 1995, pp137-153.

Others基於語料庫的中文最長名詞短語的自動抽取

李文捷, 周明, 潘海華, 林耀燊, 黃錦輝

計算語言學進展與應用, 1995, pp119-124.

Others信息系統的自然語言處理

林耀燊, 李文捷, 黃錦輝

中國系統工程學會第八屆年會論文集《复杂巨系统理论方法》, 1994, pp447-450.

Books

BookInformation Diffusion Prediction Based on Social Representation Learning with Group Influence

Wang Z.T., Chen C.Y. and Li W.J.

Chinese Language Resources: Data Collection, Linguistic Analysis, Annotation, and Language Processing, February, 2018 (Book Chapter).

BookSocial Media Content Analysis: Natural Language Processing and Beyond

Wong K.F., Gao W., Xu R.F. and Li W.J.

Series on Language Processing, Pattern Recognition, and Intelligent Systems, November, 2017.

BookDocument-Aware Graph Models for Query-Oriented Multi-Document Summarization

Wei F.R., Li W.J., and Liu S.X.

Multimedia Analysis, Processing and Communications, 2011 (Book Chapter).

BookExperiments of Ontology Construction with Formal Concept Analysis

Li S.J., Lu Q. and Li W.J.

Ontology and the Lexicon: A Natural Language Processing Perspective, March, 2010 (Book Chapter).

BookIntroduction to Chinese Natural Language Processing

Wong K.F., Li W.J., Xu R.F. and Zhang Z.C.

Synthesis Lectures on Human Language Technologies, October 2009.

BookA Model for Processing Temporal References in Chinese

Li W.J., Wong K.F. and Yuan C.F.

The Language of Time: A Reader, Edited by Inderjeet Mani, James Pustejovsky and Robert Gaizauskas, Oxford University Press, ISBN:0-19-926854-1, May, 2005 (Book Chapter).