Wenjie Li

Orcid: 0000-0002-7360-8864

Affiliations:
  • Hong Kong Polytechnic University, Department of Computing
  • Chinese University of Hong Kong, Department of Systems Engineering and Engineering Management, Hong Kong (PhD 1997)


According to our database1, Wenjie Li authored at least 314 papers between 1995 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
CDA: Covert Deception Attacks in Multi-Agent Resource Scheduling.
IEEE Robotics Autom. Lett., November, 2024

Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue.
ACM Trans. Inf. Syst., September, 2024

A Target-Driven Planning Approach for Goal-Directed Dialog Systems.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

Contextualized Knowledge Graph Embedding for Explainable Talent Training Course Recommendation.
ACM Trans. Inf. Syst., March, 2024

Dialogue acts enhanced extract-abstract framework for meeting summarization.
Inf. Process. Manag., March, 2024

Large Language Models Empowered Personalized Web Agents.
CoRR, 2024

SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration.
CoRR, 2024

Integrative Decoding: Improve Factuality via Implicit Self-consistency.
CoRR, 2024

E2CL: Exploration-based Error Correction Learning for Embodied Agents.
CoRR, 2024

OpenResearcher: Unleashing AI for Accelerated Scientific Research.
CoRR, 2024

Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation.
CoRR, 2024

Adaptive Selection for Homogeneous Tools: An Instantiation in the RAG Scenario.
CoRR, 2024

No Two Devils Alike: Unveiling Distinct Mechanisms of Fine-tuning Attacks.
CoRR, 2024

A Survey of Generative Search and Recommendation in the Era of Large Language Models.
CoRR, 2024

JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer.
CoRR, 2024

Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis.
CoRR, 2024

Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback.
CoRR, 2024

The Critique of Critique.
CoRR, 2024

Contrastive Preference Learning for Neural Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

SCREEN: A Benchmark for Situated Conversational Recommendation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

Enhancing Tool Retrieval with Iterative Feedback from Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

E²CL: Exploration-based Error Correction Learning for Embodied Agents.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Recovery Should Never Deviate from Ground Truth: Mitigating Exposure Bias in Neural Machine Translation.
Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1), 2024

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Muffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

A Causal Approach for Counterfactual Reasoning in Narratives.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Distillation Enhanced Generative Retrieval.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Learning to Rank in Generative Retrieval.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Generative retrieval for conversational question answering.
Inf. Process. Manag., September, 2023

Online deep Bingham network for probabilistic orientation estimation.
IET Comput. Vis., September, 2023

Geo-Tile2Vec: A Multi-Modal and Multi-Stage Embedding Framework for Urban Analytics.
ACM Trans. Spatial Algorithms Syst., June, 2023

Evolving Large Language Model Assistant with Long-Term Conditional Memory.
CoRR, 2023

Deep-Learning Tool for Early Identifying Non-Traumatic Intracranial Hemorrhage Etiology based on CT Scan.
CoRR, 2023

Aligning Language Models with Human Preferences via a Bayesian Approach.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization.
Proceedings of the IEEE International Conference on Acoustics, 2023

VIBE: Topic-Driven Temporal Adaptation for Twitter Classification.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Data Selection Curriculum for Abstractive Text Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Self-Detoxifying Language Models via Toxification Reversal.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Empirical Analysis of Beam Search Curse and Search Errors with Model Errors in Neural Machine Translation.
Proceedings of the 24th Annual Conference of the European Association for Machine Translation, 2023

Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Medical Dialogue Generation via Dual Flow Modeling.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Enhancing Event Causality Identification with Counterfactual Reasoning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Multiview Identifiers Enhanced Generative Retrieval.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

COLA: Improving Conversational Recommender Systems by Collaborative Augmentation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Dynamic Graph Reasoning for Conversational Open-Domain Question Answering.
ACM Trans. Inf. Syst., 2022

Joint Learning of User Representation With Diffusion Sequence and Network Structure.
IEEE Trans. Knowl. Data Eng., 2022

Hierarchical Prediction and Adversarial Learning For Conditional Response Generation.
IEEE Trans. Knowl. Data Eng., 2022

Social Attentive Deep Q-Networks for Recommender Systems.
IEEE Trans. Knowl. Data Eng., 2022

Mutually reinforced network embedding: An integrated approach to research paper recommendation.
Expert Syst. Appl., 2022

Modeling Content-Emotion Duality via Disentanglement for Empathetic Conversation.
CoRR, 2022

Visual Subtitle Feature Enhanced Video Outline Generation.
CoRR, 2022

Follow Me: Conversation Planning for Target-driven Recommendation Dialogue Systems.
CoRR, 2022

Multi-probe attention neural network for COVID-19 semantic indexing.
BMC Bioinform., 2022

Addressing token uniformity in transformers via singular value transformation.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

PDQ-Net: Deep probabilistic dual quaternion network for absolute pose regression on SE(3).
Proceedings of the Uncertainty in Artificial Intelligence, 2022

MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue Generation.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

SAH: Fine-grained RFID Localization with Antenna Calibration.
Proceedings of the IEEE INFOCOM 2022, 2022

Enhancing Text Generation via Multi-Level Knowledge Aware Reasoning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

"My nose is running." "Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Pose Estimation based on a Dual Quaternion Feedback Particle Filter.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MMCoQA: Conversational Question Answering over Text, Tables, and Images.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Neighborhood Attention Networks With Adversarial Learning for Link Prediction.
IEEE Trans. Neural Networks Learn. Syst., 2021

Learning Graph Representation With Generative Adversarial Nets.
IEEE Trans. Knowl. Data Eng., 2021

Affective awareness in neural sentiment analysis.
Knowl. Based Syst., 2021

Hierarchical Attention Link Prediction Neural Network.
Knowl. Based Syst., 2021

Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality.
Knowl. Based Syst., 2021

Lexical data augmentation for sentiment analysis.
J. Assoc. Inf. Sci. Technol., 2021

Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization.
CoRR, 2021

Data Distillation for Text Classification.
CoRR, 2021

A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering.
CoRR, 2021

Incremental Knowledge Based Question Answering.
CoRR, 2021

Graph-Structured Context Understanding for Knowledge-grounded Response Generation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP).
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Target-guided Knowledge-aware Recommendation Dialogue System: An Empirical Investigation (Long paper).
Proceedings of the Joint Workshop Proceedings of the 3rd Edition of Knowledge-aware and Conversational Recommender Systems (KaRS) and the 5th Edition of Recommendation in Complex Environments (ComplexRec) co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), 2021

Effect Generation Based on Causal Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Template-guided Clarifying Question Generation for Web Search Clarification.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Visual-Texual Emotion Analysis With Deep Coupled Video and Danmu Neural Networks.
IEEE Trans. Multim., 2020

Joint Model of Entity Recognition and Relation Extraction with Self-attention Mechanism.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Tracking Dynamics of Opinion Behaviors with a Content-Based Sequential Opinion Influence Model.
IEEE Trans. Affect. Comput., 2020

Accurate and robust odometry by fusing monocular visual, inertial, and wheel encoder.
CCF Trans. Pervasive Comput. Interact., 2020

Reinforcement Learning based Recommendation with Graph Convolutional Q-network.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

2019
Exploring High-Order User Preference on the Knowledge Graph for Recommender Systems.
ACM Trans. Inf. Syst., 2019

Information Diffusion Prediction with Network Regularized Role-based User Representation Learning.
ACM Trans. Knowl. Discov. Data, 2019

Interactive Recommendation with User-Specific Deep Reinforcement Learning.
ACM Trans. Knowl. Discov. Data, 2019

An Evolutionary Context-aware Sequential Model for topic evolution of text stream.
Inf. Sci., 2019

Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization.
CoRR, 2019

Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation.
Proceedings of the World Wide Web Conference, 2019

Knowledge Graph Convolutional Networks for Recommender Systems.
Proceedings of the World Wide Web Conference, 2019

Social Attentive Deep Q-network for Recommendation.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Hierarchical Diffusion Attention Network.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Neighborhood Interaction Attention Network for Link Prediction.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Meta-Path Augmented Response Generation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
A Confident Information First Principle for Parameter Reduction and Model Selection of Boltzmann Machines.
IEEE Trans. Neural Networks Learn. Syst., 2018

A Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation.
IEEE Trans. Neural Networks Learn. Syst., 2018

Incorporating Relevant Knowledge in Context Modeling and Response Generation.
CoRR, 2018

Ripple Network: Propagating User Preferences on the Knowledge Graph for Recommender Systems.
CoRR, 2018

Attention Network for Information Diffusion Prediction.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Nexus Network: Connecting the Preceding and the Following in Dialogue Generation.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Variational Autoregressive Decoder for Neural Response Generation.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Variational Recurrent Model for Session-based Recommendation.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

A Sequential Neural Information Diffusion Model with Structure Attention.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Dialogue Generation With GAN.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Deep Representation-Decoupling Neural Networks for Monaural Music Mixture Separation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Modeling Scientific Influence for Research Trending Topic Prediction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Faithful to the Original: Fact Aware Neural Abstractive Summarization.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Social Collaborative Filtering by Trust.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Exploring Interpersonal Influence by Tracking User Dynamic Interactions.
IEEE Intell. Syst., 2017

Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing.
CoRR, 2017

Maximum-Likelihood Augmented Discrete Generative Adversarial Networks.
CoRR, 2017

Predictive Network Representation Learning for Link Prediction.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Neural Network based Reinforcement Learning for Real-time Pushing on Text Stream.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Contextual and Feature-based Models by PolyU Team at the NTCIR-13 STC-2 Task.
Proceedings of the 13th NTCIR Conference, 2017

DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Mode Regularized Generative Adversarial Networks.
Proceedings of the 5th International Conference on Learning Representations, 2017

A Part-of-Speech Enhanced Neural Conversation Model.
Proceedings of the Advances in Information Retrieval, 2017

Cross-Lingual Sentiment Relation Capturing for Cross-Lingual Sentiment Analysis.
Proceedings of the Advances in Information Retrieval, 2017

Alternating Pointwise-Pairwise Learning for Personalized Item Ranking.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Modeling Opinion Influence with User Dual Identity.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Modeling Language Discrepancy for Cross-Lingual Sentiment Analysis.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

A Conditional Variational Framework for Dialog Generation.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Improving Multi-Document Summarization via Text Classification.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Joint Copying and Restricted Generation for Paraphrase.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Featuring, Detecting, and Visualizing Human Sentiment in Chinese Micro-Blog.
ACM Trans. Knowl. Discov. Data, 2016

Coherent narrative summarization with a cognitive model.
Comput. Speech Lang., 2016

AttSum: Joint Learning of Focusing and Summarization with Neural Attention.
CoRR, 2016

Information Ordering with an Event-Enriched Vector Space Model for Multi-Document News Summarization.
Comput. Intell., 2016

Emotion Corpus Construction Based on Selection from Hashtags.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

PolyU at CL-SciSumm 2016.
Proceedings of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) co-located with the Joint Conference on Digital Libraries 2016 (JCDL 2016), 2016

Content-based Influence Modeling for Opinion Behavior Prediction.
Proceedings of the COLING 2016, 2016

AttSum: Joint Learning of Focusing and Summarization with Neural Attention.
Proceedings of the COLING 2016, 2016

Iterative Project Quasi-Newton Algorithm for Training RBM.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

TGSum: Build Tweet Guided Multi-Document Summarization Dataset.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Dynamic Business Network Analysis for Correlated Stock Price Movement Prediction.
IEEE Intell. Syst., 2015

A Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines.
CoRR, 2015

Cross-lingual Sentiment Lexicon Learning With Bilingual Word Graph Label Propagation.
Comput. Linguistics, 2015

User Preference Modeling by Trust Propagation for Rating Prediction.
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

Modeling Quantum Entanglements in Quantum Language Models.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Constrained Multi-view Clustering Approach to Influence Role Detection.
Proceedings of the 1st International Workshop on Social Influence Analysis, 2015

Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Component-Enhanced Chinese Character Embeddings.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Web Person Disambiguation Using Hierarchical Co-reference Model.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

A Hierarchical Knowledge Representation for Expert Finding on Social Media.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Learning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Learning Summary Prior Representation for Extractive Summarization.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

A Novel Neural Topic Model and Its Supervised Extension.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Sequential Summarization: A Full View of Twitter Trending Topics.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Enhancing diversity and coverage of document summaries through subspace clustering and clustering-based optimization.
Inf. Sci., 2014

Extending the Extreme Physical Information to Universal Cognitive Models via a Confident Information First Principle.
Entropy, 2014

Feature-Frequency-Adaptive On-line Training for Fast and Accurate Natural Language Processing.
Comput. Linguistics, 2014

Quadratic Tsallis Entropy Bias and generalized Maximum Entropy Models.
Comput. Intell., 2014

A semi-supervised method for opinion target extraction.
Proceedings of the 23rd International World Wide Web Conference, 2014

Inferring topic-dependent influence roles of Twitter users.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Text-level Discourse Dependency Parsing.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Towards content-level coherence with aspect-guided summarization.
ACM Trans. Speech Lang. Process., 2013

Combining co-clustering with noise detection for theme-based summarization.
ACM Trans. Speech Lang. Process., 2013

Mining pure high-order word associations via information geometry for information retrieval.
ACM Trans. Inf. Syst., 2013

Latent Structured Perceptrons for Large-Scale Learning with Hidden Information.
IEEE Trans. Knowl. Data Eng., 2013

Automatic Twitter Topic Summarization With Speech Acts.
IEEE Trans. Speech Audio Process., 2013

Ranking Through Clustering: An Integrated Approach to Multi-Document Summarization.
IEEE Trans. Speech Audio Process., 2013

Exploring hypergraph-based semi-supervised ranking for query-oriented summarization.
Inf. Sci., 2013

A progressive sentence selection strategy for document summarization.
Inf. Process. Manag., 2013

Understanding Deep Learning by Revisiting Boltzmann Machines: An Information Geometry Approach
CoRR, 2013

A novel topic model for automatic term extraction.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Generalized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

A unified graph model for personalized query-oriented reference paper recommendation.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Sequential Summarization: A New Application for Timely Updated Twitter Trending Topics.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Co-Training Based Bilingual Sentiment Lexicon Learning.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012
Mutually Reinforced Manifold-Ranking Based Relevance Propagation Model for Query-Focused Multi-Document Summarization.
IEEE Trans. Speech Audio Process., 2012

Latent Business Networks Mining: A Probabilistic Generative Model.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Implicit Discourse Relation Recognition by Selecting Typical Training Examples.
Proceedings of the COLING 2012, 2012

Beyond Twitter Text: A Preliminary Study on Twitter Hyperlink and its Application.
Proceedings of the COLING 2012, 2012

Efficient Feedback-based Feature Learning for Blog Distillation as a Terabyte Challenge.
Proceedings of the COLING 2012, 2012

Twitter hyperlink recommendation with user-tweet-hyperlink three-way clustering.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

LDA-Based Topic Formation and Topic-Sentence Reinforcement for Graph-Based Multi-document Summarization.
Proceedings of the Information Retrieval Technology, 2012

Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Generating Coherent Summaries with Textual Aspects.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Document-Aware Graph Models for Query-Oriented Multi-document Summarization.
Proceedings of the Multimedia Analysis, Processing and Communications, 2011

Developing Position Structure-Based Framework for Chinese Entity Relation Extraction.
ACM Trans. Asian Lang. Inf. Process., 2011

Enhancing sentence-level clustering with integrated and interactive frameworks for theme-based summarization.
J. Assoc. Inf. Sci. Technol., 2011

A spectral analysis approach to document summarization: Clustering and ranking sentences simultaneously.
Inf. Sci., 2011

Applying regression models to query-focused multi-document summarization.
Inf. Process. Manag., 2011

Document sentiment classification by exploring description model of topical terms.
Comput. Speech Lang., 2011

Using complex network features for fast clustering in the web.
Proceedings of the 20th International Conference on World Wide Web, 2011

Guided Summarization with Aspect Recognition.
Proceedings of the Fourth Text Analysis Conference, 2011

A bipartite graph based social network splicing method for person name disambiguation.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Learning features through feedback for blog distillation.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Simultaneous Clustering and Noise Detection for Theme-based Summarization.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

A Wikipedia Based Semantic Graph Model for Topic Tracking in Blogsphere.
Proceedings of the IJCAI 2011, 2011

Exploring strategies for developing link analysis based question-oriented multi-document summarization models.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

What Are Tweeters Doing: Recognizing Speech Acts in Twitter.
Proceedings of the Analyzing Microtext, 2011

2010
Beyond Redundancies: A Metric-Invariant Method for Unsupervised Feature Selection.
IEEE Trans. Knowl. Data Eng., 2010

A document-sensitive graph model for multi-document summarization.
Knowl. Inf. Syst., 2010

Flow-based packet-mode load-balancing for parallel packet switches.
J. High Speed Networks, 2010

Intertopic information mining for query-based summarization.
J. Assoc. Inf. Sci. Technol., 2010

iRANK: A rank-learn-combine framework for unsupervised ensemble ranking.
J. Assoc. Inf. Sci. Technol., 2010

On Tsallis Entropy Bias and Generalized Maximum Entropy Models
CoRR, 2010

PolyU's Experimentation with Guided Summarization.
Proceedings of the Third Text Analysis Conference, 2010

273. Task 5. Keyphrase Extraction Based on Core Word Identification and Word Expansion.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

A Context-Sensitive Manifold Ranking Approach to Query-Focused Multi-document Summarization.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

PolyU at MOAT in NTCIR-8.
Proceedings of the 8th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2010

Modeling Document Summarization as Multi-objective Optimization.
Proceedings of the Third International Symposium on Intelligent Information Technology and Security Informatics, 2010

Sentence Ordering with Event-Enriched Semantics and Two-Layered Clustering for Multi-Document News Summarization.
Proceedings of the COLING 2010, 2010

A Study on Position Information in Document Summarization.
Proceedings of the COLING 2010, 2010

Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to Multi-Document Summarization.
Proceedings of the COLING 2010, 2010

Using Deep Belief Nets for Chinese Named Entity Categorization.
Proceedings of the 2010 Named Entities Workshop, 2010

A Semi-Supervised Key Phrase Extraction Approach: Learning from Title Phrases through a Document Semantic Network.
Proceedings of the ACL 2010, 2010

Exploring Deep Belief Network for Chinese Relation Extraction.
Proceedings of the CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2010

The Chinese Persons Name Diambiguation Evaluation: Exploration of Personal Name Disambiguation in Chinese News.
Proceedings of the CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2010

2009
Introduction to Chinese Natural Language Processing
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02133-6, 2009

Nonlinear Dimensionality Reduction by Locally Linear Inlaying.
IEEE Trans. Neural Networks, 2009

Applying two-level reinforcement ranking in query-oriented multidocument summarization.
J. Assoc. Inf. Sci. Technol., 2009

Building a Chinese Collocation Bank.
Int. J. Comput. Process. Orient. Lang., 2009

PolyU at TAC 2009.
Proceedings of the Second Text Analysis Conference, 2009

A Novel Composite Kernel Approach to Chinese Entity Relation Extraction.
Proceedings of the Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy, 2009

Query-Oriented Summarization Based on Neighborhood Graph Model.
Proceedings of the Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy, 2009

Learning Similarity Functions in Graph-Based Document Summarization.
Proceedings of the Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy, 2009

Event-Based Summarization Using Critical Temporal Event Term Chain.
Proceedings of the Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy, 2009

Automatic Acquisition of Attributes for Ontology Construction.
Proceedings of the Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy, 2009

Mining Concepts from Wikipedia for Ontology Construction.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009

iRANK: an interactive ranking framework and its application in query-focused summarization.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

HyperSum: hypergraph based semi-supervised sentence ranking for query-oriented summarization.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Extractive Summarization Based on Event Term Temporal Relation Graph and Critical Chain.
Proceedings of the Information Retrieval Technology, 2009

An Integrated Multi-document Summarization Approach based on Word Hierarchical Representation.
Proceedings of the ACL 2009, 2009

Co-Feedback Ranking for Query-Focused Summarization.
Proceedings of the ACL 2009, 2009

2008
Pattern-Based Opinion Mining for Stock Market Trend Prediction.
Int. J. Comput. Process. Orient. Lang., 2008

Attributes Selection in Chinese Ontology Acquisition with FCA.
Int. J. Comput. Process. Orient. Lang., 2008

Performance comparison between fixed length switching and variable length switching.
Int. J. Commun. Syst., 2008

Learning Knowledge from Relevant Webpage for Opinion Analysis.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

PolyU at TAC 2008.
Proceedings of the First Text Analysis Conference, 2008

Query-sensitive mutual reinforcement chain and its application in query-oriented multi-document summarization.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Exploiting the Role of Named Entities in Query-Oriented Document Summarization.
Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

Developing Evaluation Model of Topical Term for Document-Level Sentiment Classification.
Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

Exploiting the Role of Position Feature in Chinese Relation Extraction.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Opinion Annotation in On-line Chinese Product Reviews.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Corpus Exploitation from Wikipedia for Ontology Construction.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Chinese Core Ontology Construction from a Bilingual Term Bank.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

A Query-Sensitive Graph-Based Sentence Ranking Algorithm for Query-Oriented Multi-document Summarization.
Proceedings of the International Symposium on Information Processing, 2008

Full-reference quality diagnosis for video summary.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

A Cluster-Sensitive Graph Model for Query-Oriented Multi-document Summarization.
Proceedings of the Advances in Information Retrieval , 2008

Extractive Summarization Using Supervised and Semi-Supervised Learning.
Proceedings of the COLING 2008, 2008

PNR2: Ranking Sentences with Positive and Negative Reinforcement for Query-Oriented Update Summarization.
Proceedings of the COLING 2008, 2008

A Novel Feature-based Approach to Chinese Entity Relation Extraction.
Proceedings of the ACL 2008, 2008

Preliminary Chinese Term Classification for Ontology Construction.
Proceedings of the 6th Workshop on Asian Language Resources, 2008

2007
Chinese Entity Detection and Tracking: the Experience in ACE.
Int. J. Comput. Process. Orient. Lang., 2007

Detecting, categorizing and clustering entity mentions in Chinese text.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Developing learning strategies for topic-based summarization.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Event-Based Summarization Using Time Features.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007

Applying Machine Learning to Chinese Entity Detection and Tracking.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007

Chinese Terminology Extraction Using Window-Based Contextual Information.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007

Event-Based Extractive Summarization Using Event Semantic Relevance from External Linguistic Resource.
Proceedings of The Sixth International Conference on Advanced Language Processing and Web Information Technology, 2007

Automatic Construction of a Core Lexicon for Specific Domain.
Proceedings of The Sixth International Conference on Advanced Language Processing and Web Information Technology, 2007

Annotating Chinese Collocations with Multi Information.
Proceedings of the Linguistic Annotation Workshop, 2007

Extractive Summarization Based on Event Term Clustering.
Proceedings of the ACL 2007, 2007

2006
Topic tracking with time granularity reasoning.
ACM Trans. Asian Lang. Inf. Process., 2006

Parallel Switch System with QoS Guarantee for Real-Time Traffic.
J. Comput. Sci. Technol., 2006

Linguistic and Behavioural Studies of Chinese Chat Language.
Int. J. Comput. Process. Orient. Lang., 2006

Integrating Temporal Distribution Information into Event-Based Summarization.
Int. J. Comput. Process. Orient. Lang., 2006

Enhancing topic tracking with temporal information.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

A Comparative Study of the Effect of Word Segmentation On Chinese Terminology Extraction.
Proceedings of the 20st Pacific Asia Conference on Language, Information and Computation, 2006

Constructing A Chinese Chat Language Corpus with A Two-Stage Incremental Annotation Approach.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Interaction between Lexical Base and Ontology with Formal Concept Analysis.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

A Study on Terminology Extraction Based on Classified Corpora.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Mining Implicit Entities in Queries.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

DS-PPS: A Practical Framework to Guarantee Differentiated QoS in Terabit Routers with Parallel Packet Switch.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Building Document Graphs for Multiple News Articles Summarization: An Event-Based Approach.
Proceedings of the Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 2006

An Improved Method for Finding Bilingual Collocation Correspondences from Monolingual Corpora.
Proceedings of the Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 2006

Deriving Event Relevance from the Ontology Constructed with Formal Concept Analysis.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2006

A Phonetic-Based Approach to Chinese Chat Text Normalization.
Proceedings of the ACL 2006, 2006

Extractive Summarization using Inter- and Intra- Event Relevance.
Proceedings of the ACL 2006, 2006

2005
An Overview of Temporal Information Extraction.
Int. J. Comput. Process. Orient. Lang., 2005

SPF: to improve the performance of packet-mode scheduling.
Comput. Commun., 2005

Profile-based event tracking.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Preemptive Packet-Mode Scheduling to Improve TCP Performance.
Proceedings of the Quality of Service - IWQoS 2005: 13th International Workshop, 2005

CTEMP: A Chinese Temporal Parser for Extracting and Normalizing Temporal Information.
Proceedings of the Natural Language Processing, 2005

A Preliminary Work on Classifying Time Granularities of Temporal Questions.
Proceedings of the Natural Language Processing, 2005

Experiments of Ontology Construction with Formal Concept Analysis.
Proceedings of OntoLex@IJCNLP 2005 - Ontologies and Lexical Resources, Jeju Island, Korea, 2005

Efficient Approach to Merge and Segment IP Packets.
Proceedings of the Networking and Mobile Computing, Third International Conference, 2005

A scalable scheduling algorithm to avoid conflicts in switch-memory-switch routers.
Proceedings of the 14th International Conference On Computer Communications and Networks, 2005

Reducing the implementation complexity of combined input and output queued switches by using extended maximal matching algorithm.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

Improving Text Similarity Measurement by Critical Sentence Vector Model.
Proceedings of the Information Retrieval Technology, 2005

Integrating Collocation Features in Chinese Word Sense Disambiguation.
Proceedings of the Fourth SIGHAN Workshop on Chinese Language Processing, 2005

A Model for Processing Temporal References in Chinese.
Proceedings of the Language of Time - A Reader., 2005

2004
Packet-Mode Priority Scheduling for Terabit Core Routers.
Proceedings of the Parallel and Distributed Processing and Applications, 2004

Combining Linguistic Features with Weighted Bayesian Classifier for Temporal Reference Processing.
Proceedings of the COLING 2004, 2004

Applying Machine Learning to Chinese Temporal Relation Resolution.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

2003
Performance Evaluation of Crossbar Switch Fabrics in Core Routers.
J. Interconnect. Networks, 2003

A Design of Temporal Event Extraction from Chinese Financial News.
Int. J. Comput. Process. Orient. Lang., 2003

The Design of a Statistical Algorithm for Resolving Structural Ambiguity IN "V NP<sub>1</sub> usde NP<sub>0</sub>".
Comput. Intell., 2003

2002
A word-based approach for modeling and discovering temporal relations embedded in Chinese sentences.
ACM Trans. Asian Lang. Inf. Process., 2002

Temporal Representation and Classification in Chinese.
Int. J. Comput. Process. Orient. Lang., 2002

An Indexing Method Based on Sentences.
Proceedings of the First Workshop on Chinese Language Processing, 2002

2001
Toward automatic Chinese temporal information extraction.
J. Assoc. Inf. Sci. Technol., 2001

An Effective Method for Chinese Grammar Rule Learning.
Int. J. Comput. Process. Orient. Lang., 2001

Application and Difficulty of Natural Language Processing in Chinese Temporal Information Extraction.
Proceedings of the Sixth Natural Language Processing Pacific Rim Symposium, 2001

2000
Identifying Temporal Components in a Chinese Temporal Information System.
Int. J. Comput. Process. Orient. Lang., 2000

1995
Are Statistics-Based Approaches Good Enough For NLP? A Case Study Of Maximal-Length NP Extraction In Mandarin Chinese.
Proceedings of 8th Computational Linguistics Conference, 1995


  Loading...