Zhiyuan Liu

According to our database1, Zhiyuan Liu authored at least 198 papers between 2008 and 2020.

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2020
Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Reinforced Zero-Shot Cross-Lingual Neural Headline Generation.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Integrating Image-Based and Knowledge-Based Representation Learning.
IEEE Trans. Cogn. Dev. Syst., 2020

Crossmodal Language Grounding in an Embodied Neurocognitive Model.
Frontiers Neurorobotics, 2020

Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph.
CoRR, 2020

Partially-Aligned Data-to-Text Generation with Distant Supervision.
CoRR, 2020

Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models.
CoRR, 2020

OpenAttack: An Open-source Textual Adversarial Attack Toolkit.
CoRR, 2020

Country Image in COVID-19 Pandemic: A Case Study of China.
CoRR, 2020

Graph Policy Network for Transferable Active Learning on Graphs.
CoRR, 2020

Joint Keyphrase Chunking and Salience Ranking with BERT.
CoRR, 2020

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion.
CoRR, 2020

MAVEN: A Massive General Domain Event Detection Dataset.
CoRR, 2020

Train No Evil: Selective Masking for Task-guided Pre-training.
CoRR, 2020

Coreferential Reasoning Learning for Language Representation.
CoRR, 2020

More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction.
CoRR, 2020

Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence.
CoRR, 2020

Selective Weak Supervision for Neural Information Retrieval.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Few-Shot Generative Conversational Query Rewriting.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Enhancing Transformer with Sememe Knowledge.
Proceedings of the 5th Workshop on Representation Learning for NLP, 2020

Adaptive Graph Encoder for Attributed Graph Embedding.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Learning from Explanations with Neural Execution Tree.
Proceedings of the 8th International Conference on Learning Representations, 2020

How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Word-level Textual Adversarial Attacking as Combinatorial Optimization.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Fine-grained Fact Verification with Kernel Graph Attention Network.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Continual Relation Learning via Episodic Memory Activation and Reconsolidation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

JEC-QA: A Legal-Domain Question Answering Dataset.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Multi-Channel Reverse Dictionary Model.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Neural Snowball for Few-Shot Relation Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Representation Learning for Natural Language Processing
Springer, ISBN: 978-981-15-5572-5, 2020

2019
A Unified Framework for Community Detection and Network Representation Learning.
IEEE Trans. Knowl. Data Eng., 2019

Bootstrapping Knowledge Graphs From Images and Text.
Frontiers Neurorobotics, 2019

Multi-channel Reverse Dictionary Model.
CoRR, 2019

CAIL2019-SCM: A Dataset of Similar Case Matching in Legal Domain.
CoRR, 2019

KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation.
CoRR, 2019

Conversation Generation with Concept Flow.
CoRR, 2019

Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network.
CoRR, 2019

Adversarial Language Games for Advanced Natural Language Intelligence.
CoRR, 2019

Learning to Annotate: Modularizing Data Augmentation for Text Classifiers with Natural Language Explanations.
CoRR, 2019

Open the Boxes of Words: Incorporating Sememes into Textual Adversarial Attack.
CoRR, 2019

Enhancing Recurrent Neural Networks with Sememes.
CoRR, 2019

Multi-Channel Graph Neural Network for Entity Alignment.
CoRR, 2019

COS960: A Chinese Word Similarity Dataset of 960 Word Pairs.
CoRR, 2019

Understanding the Behaviors of BERT in Ranking.
CoRR, 2019

OpenHowNet: An Open Sememe-based Lexical Knowledge Base.
CoRR, 2019

Adversarial Training for Weakly Supervised Event Detection.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Fact Discovery from Knowledge Base via Facet Decomposition.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Neural Document Expansion with User Feedback.
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

HMEAE: Hierarchical Modular Event Argument Extraction.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

NumNet: Machine Reading Comprehension with Numerical Reasoning.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

FewRel 2.0: Towards More Challenging Few-Shot Relation Classification.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Event Detection with Trigger-Aware Lattice Neural Network.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Low-Resource Name Tagging Learned with Weakly Labeled Data.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Automatic Judgment Prediction via Legal Reading Comprehension.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Explore Entity Embedding Effectiveness in Entity Retrieval.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

CJRC: A Reliable Human-Annotated Benchmark DataSet for Chinese Judicial Reading Comprehension.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Legal Cause Prediction with Inner Descriptions and Outer Hierarchies.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Graph Neural Networks with Generated Parameters for Relation Extraction.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

ERNIE: Enhanced Language Representation with Informative Entities.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Course Concept Expansion in MOOCs with External Knowledge and Interactive Game.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

DocRED: A Large-Scale Document-Level Relation Extraction Dataset.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Modeling Semantic Compositionality with Sememe Knowledge.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

XQA: A Cross-lingual Open-domain Question Answering Dataset.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Quantifying Similarity between Relations with Fact Distribution.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Multi-Channel Graph Neural Network for Entity Alignment.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Learning to Embed Sentences Using Attentive Recursive Trees.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Relation Structure-Aware Heterogeneous Information Network Embedding.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Zero-Shot Cross-Lingual Neural Headline Generation.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Knowledge Representation Learning: A Quantitative Review.
CoRR, 2018

COSINE: Compressive Network Embedding on Large-scale Information Networks.
CoRR, 2018

Neural Diffusion Model for Microscopic Cascade Prediction.
CoRR, 2018

Graph Neural Networks: A Review of Methods and Applications.
CoRR, 2018

CED: Credible Early Detection of Social Media Rumors.
CoRR, 2018

Overview of CAIL2018: Legal Judgment Prediction Competition.
CoRR, 2018

CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction.
CoRR, 2018

Denoising Distant Supervision for Relation Extraction via Instance-Level Adversarial Training.
CoRR, 2018

Query Suggestion with Feedback Memory Network.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Consistency and Variation in Kernel Neural Ranking Model.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Legal Judgment Prediction via Topological Learning.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Put It Back: Entity Typing with Language Model Enhancement.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Cross-lingual Lexical Sememe Prediction.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Differentiating Concepts and Instances for Knowledge Graph Embedding.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

OpenKE: An Open Toolkit for Knowledge Embedding.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

Language Modeling with Sparse Product of Sememe Experts.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Adversarial Multi-lingual Neural Relation Extraction.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Few-Shot Charge Prediction with Discriminative Legal Attributes.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Neural Collective Entity Linking.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Incorporating Chinese Characters of Words for Lexical Sememe Prediction.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Denoising Distantly Supervised Open-Domain Question Answering.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Improving Neural Fine-Grained Entity Typing With Knowledge Attention.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning With Confidence.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories.
ACM Trans. Inf. Syst., 2017

PRISM: Profession Identification in Social Media.
ACM Trans. Intell. Syst. Technol., 2017

Improving Word Representations with Document Labels.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Recent Advances on Neural Headline Generation.
J. Comput. Sci. Technol., 2017

Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence.
CoRR, 2017

End-to-End Neural Ad-hoc Ranking with Kernel Pooling.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

On Modeling Sense Relatedness in Multi-prototype Word Embedding.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Iterative Entity Alignment via Joint Knowledge Embeddings.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Fast Network Embedding Enhancement via High Order Proximity Approximation.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Lexical Sememe Prediction via Word Embeddings and Matrix Factorization.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Image-embodied Knowledge Representation Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

TransNet: Translation-Based Network Representation Learning for Social Relation Extraction.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Incorporating Relation Paths in Neural Relation Extraction.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

CANE: Context-Aware Network Embedding for Relation Modeling.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Improved Word Representation Learning with Sememes.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Neural Relation Extraction with Multi-lingual Attention.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
A Neural Network Approach to Joint Modeling Social Networks and Mobile Trajectories.
CoRR, 2016

Topic Sensitive Neural Headline Generation.
CoRR, 2016

Neural Emoji Recommendation in Dialogue Systems.
CoRR, 2016

Image-embodied Knowledge Representation Learning.
CoRR, 2016

Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs.
CoRR, 2016

Community-enhanced Network Representation Learning for Network Analysis.
CoRR, 2016

Joint Representation Learning of Text and Knowledge for Knowledge Graph Completion.
CoRR, 2016

Neural Headline Generation with Minimum Risk Training.
CoRR, 2016

Crossmodal Language Grounding, Learning, and Teaching.
Proceedings of the Workshop on Cognitive Computation: Integrating neural and symbolic approaches 2016 co-located with the 30th Annual Conference on Neural Information Processing Systems (NIPS 2016), 2016

Representation Learning of Knowledge Graphs with Hierarchical Types.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Max-Margin DeepWalk: Discriminative Learning of Network Representation.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Knowledge Representation Learning with Entities, Attributes and Relations.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Neural Sentiment Classification with User and Product Attention.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Relation Classification via Multi-Level Attention CNNs.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Neural Relation Extraction with Selective Attention over Instances.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Representation Learning of Knowledge Graphs with Entity Descriptions.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Learning to Appreciate the Aesthetic Effects of Clothing.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Tag Correspondence Model for User Tag Suggestion.
J. Comput. Sci. Technol., 2015

Estimating translation probabilities for social tag suggestion.
Expert Syst. Appl., 2015

A C-LSTM Neural Network for Text Classification.
CoRR, 2015

Category Enhanced Word Embedding.
CoRR, 2015

Comprehend DeepWalk as Matrix Factorization.
CoRR, 2015

Modeling Relation Paths for Representation Learning of Knowledge Bases.
CoRR, 2015

PRISM: Profession Identification in Social Media with Personal Information and Community Structure.
Proceedings of the Social Media Processing - 4th National Conference, 2015

Representation Learning for Measuring Entity Relatedness with Rich Information.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Network Representation Learning with Rich Text Information.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Joint Learning of Character and Word Embeddings.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Online Learning of Interpretable Word Embeddings.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Modeling Relation Paths for Representation Learning of Knowledge Bases.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Learning Cross-lingual Word Embeddings via Matrix Co-factorization.
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

Phrase Type Sensitive Tensor Indexing Model for Semantic Composition.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Topical Word Embeddings.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Learning Entity and Relation Embeddings for Knowledge Graph Completion.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Linking GloVe with word2vec.
CoRR, 2014

Errata: Distant Supervision for Relation Extraction with Matrix Completion.
CoRR, 2014

Inferring Correspondences from Multiple Sources for Microblog User Tags.
Proceedings of the Social Media Processing - Third National Conference, 2014

Discriminating gender on Chinese microblog: A study of online behaviour, writing style and preferred vocabulary.
Proceedings of the 10th International Conference on Natural Computation, 2014

A Unified Model for Word Sense Representation and Disambiguation.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

ImgWordle: image and text visualization for events in microblogging services.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2014

Distant Supervision for Relation Extraction with Matrix Completion.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Quantifying Chinese Happiness via Large-Scale Microblogging Data.
Proceedings of the 11th Web Information System and Application Conference, 2014

2013
Measuring and Visualizing Interest Similarity between Microblog Users.
Proceedings of the Web-Age Information Management - 14th International Conference, 2013

THUNLP at TAC KBP 2013 in Entity Linking.
Proceedings of the Sixth Text Analysis Conference, 2013

Creating reflections in public emotion visualization: prototype exploration on traffic theme.
Proceedings of the Creativity and Cognition 2013, 2013

2012
Mining the interests of Chinese microbloggers via keyword extraction.
Frontiers Comput. Sci. China, 2012

City Flow: Prototype Exploration for Visualizing Urban Traffic Conversations.
Proceedings of the 2012 International Conference on Privacy, 2012

Tag Dispatch Model with Social Network Regularization for Microblog User Tag Suggestion.
Proceedings of the COLING 2012, 2012

Topical Word Trigger Model for Keyphrase Extraction.
Proceedings of the COLING 2012, 2012

Expert Finding for Microblog Misinformation Identification.
Proceedings of the COLING 2012, 2012

Random Walks on Context-Aware Relation Graphs for Ranking Social Tags.
Proceedings of the COLING 2012, 2012

2011
PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing.
ACM Trans. Intell. Syst. Technol., 2011

User Behaviors in Related Word Retrieval and New Word Detection: A Collaborative Perspective.
ACM Trans. Asian Lang. Inf. Process., 2011

THUNLP at TAC KBP 2011 in Entity Linking.
Proceedings of the Fourth Text Analysis Conference, 2011

Extracting Chinese abbreviation-definition pairs from anchor texts.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

A Simple Word Trigger Method for Social Tag Suggestion.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Automatic Keyphrase Extraction by Bridging Vocabulary Gap.
Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011

Why Press Backspace? Understanding User Input Behaviors in Chinese Pinyin Input Method.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010
Modeling Social Annotations via Latent Reason Identification.
IEEE Intell. Syst., 2010

Automatic Keyphrase Extraction via Topic Decomposition.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Explore the Structure of Social Tags by Subsumption Relations.
Proceedings of the COLING 2010, 2010

FolkDiffusion: A Graph-Based Tag Suggestion Method for Folksonomies.
Proceedings of the Information Retrieval Technology, 2010

Domain-Specific Term Rankings Using Topic Models.
Proceedings of the Information Retrieval Technology, 2010

Growing Related Words from Seed via User Behaviors: A Re-Ranking Based Approach.
Proceedings of the ACL 2010, 2010

2009
Content-based and Graph-based Tag Suggestion.
Proceedings of ECML PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) Discovery Challenge 2009, 2009

Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Incorporating User Behaviors in New Word Detection.
Proceedings of the IJCAI 2009, 2009

Clustering to Find Exemplar Terms for Keyphrase Extraction.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Efficient Text Classification Using Term Projection.
Proceedings of the Information Retrieval Technology, 2009

2008
Asymmetrical query recommendation method based on bipartite network resource allocation.
Proceedings of the 17th International Conference on World Wide Web, 2008

Text Classification Based on Transfer Learning and Self-Training.
Proceedings of the Fourth International Conference on Natural Computation, 2008


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