Hang Li

According to our database1, Hang Li authored at least 140 papers between 1996 and 2019.

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Bibliography

2019
Deep Learning for Matching in Search and Recommendation.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

2018
Towards Automatic Evaluation of Customer-Helpdesk Dialogues.
JIP, 2018

SIGIR 2018 Workshop on Learning from Limited or Noisy Data for Information Retrieval.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Deep Learning for Matching in Search and Recommendation.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

2017
Context Gates for Neural Machine Translation.
TACL, 2017

A novel and robust approach for pro-drop language translation.
Machine Translation, 2017

Introduction: special issue of selected papers from ACML 2015.
Machine Learning, 2017

Deep Active Learning for Dialogue Generation.
Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

Test Collections and Measures for Evaluating Customer-Helpdesk Dialogues.
Proceedings of the 8th International Workshop on Evaluating Information Access co-located with the 13th NTCIR Conference on the Evaluation of Information Access Technologies (NTCIR 2017), 2017

Coupling Distributed and Symbolic Execution for Natural Language Queries.
Proceedings of the 34th International Conference on Machine Learning, 2017

Coupling Distributed and Symbolic Execution for Natural Language Queries.
Proceedings of the 5th International Conference on Learning Representations, 2017

Chunk-Based Bi-Scale Decoder for Neural Machine Translation.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Neural Machine Translation Advised by Statistical Machine Translation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Neural Machine Translation with Reconstruction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
A Ranking Approach on Large-Scale Graph With Multidimensional Heterogeneous Information.
IEEE Trans. Cybernetics, 2016

Introduction: special issue of selected papers from ACML 2014.
Machine Learning, 2016

Neural enquirer: learning to query tables in natural language.
IEEE Data Eng. Bull., 2016

Deep Learning for Information Retrieval.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Overview of the NTCIR-12 Short Text Conversation Task.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

A Novel Approach to Dropped Pronoun Translation.
Proceedings of the NAACL HLT 2016, 2016

Recent Progress in Deep Learning for NLP.
Proceedings of the Tutorial Abstracts, 2016

Neural Enquirer: Learning to Query Tables in Natural Language.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Neural Generative Question Answering.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Dropped pronoun generation for dialogue machine translation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Memory-enhanced Decoder for Neural Machine Translation.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Interactive Attention for Neural Machine Translation.
Proceedings of the COLING 2016, 2016

Incorporating Semantic Knowledge into Latent Matching Model in Search.
Proceedings of the Information Retrieval Technology, 2016

Modeling Coverage for Neural Machine Translation.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Incorporating Copying Mechanism in Sequence-to-Sequence Learning.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Learning to Answer Questions from Image Using Convolutional Neural Network.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
A new approach to query segmentation for relevance ranking in web search.
Inf. Retr. Journal, 2015

Syntax-Based Deep Matching of Short Texts.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Multimodal Convolutional Neural Networks for Matching Image and Sentence.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Topic Set Size Design with the Evaluation Measures for Short Text Conversation.
Proceedings of the Information Retrieval Technology, 2015

genCNN: A Convolutional Architecture for Word Sequence Prediction.
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

Neural Responding Machine for Short-Text Conversation.
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

Encoding Source Language with Convolutional Neural Network for Machine Translation.
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

Context-Dependent Translation Selection Using Convolutional Neural Network.
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

2014
Learning to Rank for Information Retrieval and Natural Language Processing, Second Edition
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, 2014

A Probabilistic Approach to String Transformation.
IEEE Trans. Knowl. Data Eng., 2014

Semantic Matching in Search.
Proceedings of Workshop on Semantic Matching in Information Retrieval co-located with the 37th international ACM SIGIR conference on research and development in information retrieval, 2014

SIGIR 2014 workshop on semantic matching in information retrieval.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Convolutional Neural Network Architectures for Matching Natural Language Sentences.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

A Parallel and Efficient Algorithm for Learning to Match.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Ranking Optimization with Constraints.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

User Message Model: A New Approach to Scalable User Modeling on Microblog.
Proceedings of the Information Retrieval Technology, 2014

2013
A vlHMM approach to context-aware search.
TWEB, 2013

Regularized Latent Semantic Indexing: A New Approach to Large-Scale Topic Modeling.
ACM Trans. Inf. Syst., 2013

Learning bilinear model for matching queries and documents.
Journal of Machine Learning Research, 2013

Learning query and document similarities from click-through bipartite graph with metadata.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

A Deep Architecture for Matching Short Texts.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

General Functional Matrix Factorization Using Gradient Boosting.
Proceedings of the 30th International Conference on Machine Learning, 2013

A Dataset for Research on Short-Text Conversations.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012
A Kernel Approach to Multi-Task Learning with Task-Specific Kernels.
J. Comput. Sci. Technol., 2012

Extracting search-focused key n-grams for relevance ranking in web search.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Machine learning for query-document matching in search.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Group matrix factorization for scalable topic modeling.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Beyond bag-of-words: machine learning for query-document matching in web search.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Mining query subtopics from search log data.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

2011
Learning to Rank for Information Retrieval and Natural Language Processing
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, 2011

Mining Concept Sequences from Large-Scale Search Logs for Context-Aware Query Suggestion.
ACM TIST, 2011

The Fourth ACM International Conference on Web Search and Data Mining (WSDM 2011).
SIGWEB Newsletter, 2011

A conversation with MSRA researchers.
SIGKDD Explorations, 2011

A report on the fourth ACM international conference on web search and data mining (WSDM 2011).
SIGKDD Explorations, 2011

The fourth ACM international conference on web search and data mining (WSDM 2011).
SIGIR Forum, 2011

Learning a Robust Relevance Model for Search Using Kernel Methods.
Journal of Machine Learning Research, 2011

Page importance computation based on Markov processes.
Inf. Retr., 2011

Selecting optimal training data for learning to rank.
Inf. Process. Manage., 2011

A Short Introduction to Learning to Rank.
IEICE Transactions, 2011

A kernel approach to addressing term mismatch.
Proceedings of the 20th International Conference on World Wide Web, 2011

Regularized latent semantic indexing.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Semi-supervised ranking on very large graphs with rich metadata.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

A Fast and Accurate Method for Approximate String Search.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

Multi-Task Learning in Square Integrable Space.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Query representation and understanding workshop.
SIGIR Forum, 2010

Preface.
J. Comput. Sci. Technol., 2010

LETOR: A benchmark collection for research on learning to rank for information retrieval.
Inf. Retr., 2010

A general approximation framework for direct optimization of information retrieval measures.
Inf. Retr., 2010

A framework to compute page importance based on user behaviors.
Inf. Retr., 2010

Introduction to special issue on learning to rank for information retrieval.
Inf. Retr., 2010

Improving quality of training data for learning to rank using click-through data.
Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

Context-aware ranking in web search.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Relevance Ranking Using Kernels.
Proceedings of the Information Retrieval Technology, 2010

2009
Learning to rank for information retrieval (LR4IR 2009).
SIGIR Forum, 2009

Editorial: special issue on selected papers of PAKDD 2007.
Knowl. Inf. Syst., 2009

Semi-supervised document retrieval.
Inf. Process. Manage., 2009

Towards context-aware search by learning a very large variable length hidden markov model from search logs.
Proceedings of the 18th International Conference on World Wide Web, 2009

A ranking approach to keyphrase extraction.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Named entity recognition in query.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Statistical Consistency of Top-k Ranking.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Ranking Measures and Loss Functions in Learning to Rank.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Named entity mining from click-through data using weakly supervised latent dirichlet allocation.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Generalization analysis of listwise learning-to-rank algorithms.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

A general markov framework for page importance computation.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Learning to Rank.
Proceedings of the ACL 2009, Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint Conference on Natural Language Processing of the AFNLP, 2 August 2009, Singapore., 2009

2008
The Fourth Asian Information Retrieval Symposium (AIRS 08).
SIGIR Forum, 2008

Learning to rank for information retrieval (LR4IR 2008).
SIGIR Forum, 2008

Query-level loss functions for information retrieval.
Inf. Process. Manage., 2008

Learning to rank relational objects and its application to web search.
Proceedings of the 17th International Conference on World Wide Web, 2008

Directly optimizing evaluation measures in learning to rank.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

BrowseRank: letting web users vote for page importance.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

A unified and discriminative model for query refinement.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Query dependent ranking using K-nearest neighbor.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Global Ranking Using Continuous Conditional Random Fields.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Context-aware query suggestion by mining click-through and session data.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Listwise approach to learning to rank: theory and algorithm.
Proceedings of the Machine Learning, 2008

Query-level stability and generalization in learning to rank.
Proceedings of the Machine Learning, 2008

HTM: A Topic Model for Hypertexts.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Group-based learning: a boosting approach.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Mining, Ranking, and Using Acronym Patterns.
Proceedings of the Progress in WWW Research and Development, 2008

2007
Learning to rank for information retrieval (LR4IR 2007).
SIGIR Forum, 2007

Web page title extraction and its application.
Inf. Process. Manage., 2007

Supervised rank aggregation.
Proceedings of the 16th International Conference on World Wide Web, 2007

AdaRank: a boosting algorithm for information retrieval.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Ranking with multiple hyperplanes.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Feature selection for ranking.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Learning to rank: from pairwise approach to listwise approach.
Proceedings of the Machine Learning, 2007

N -Step PageRank for Web Search.
Proceedings of the Advances in Information Retrieval, 2007

Searching Documents Based on Relevance and Type.
Proceedings of the Advances in Information Retrieval, 2007

2006
A Supervised Learning Approach to Search of Definitions.
J. Comput. Sci. Technol., 2006

Automatic extraction of titles from general documents using machine learning.
Inf. Process. Manage., 2006

Adapting ranking SVM to document retrieval.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Text Information Extraction and Retrieval.
Proceedings of the Chinese Spoken Language Processing, 5th International Symposium, 2006

Detecting Link Spam Using Temporal Information.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Mining Latent Associations of Objects Using a Typed Mixture Model--A Case Study on Expert/Expertise Mining.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Cost-Sensitive Learning of SVM for Ranking.
Proceedings of the Machine Learning: ECML 2006, 2006

Adapting Document Ranking to Users' Preferences Using Click-Through Data.
Proceedings of the Information Retrieval Technology, 2006

A Supervised Learning Approach to Entity Search.
Proceedings of the Information Retrieval Technology, 2006

2005
Ranking definitions with supervised learning methods.
Proceedings of the 14th international conference on World Wide Web, 2005

Research on Expert Search at Enterprise Track of TREC 2005.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

Title extraction from bodies of HTML documents and its application to web page retrieval.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Email data cleaning.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Automatic extraction of titles from general documents using machine learning.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2005

A new approach to intranet search based on information extraction.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2003
Using Bilingual Web Data to Mine and Rank Translations.
IEEE Intelligent Systems, 2003

Text Classification Using Stochastic Keyword Generation.
Proceedings of the Machine Learning, 2003

Uncertainty Reduction in Collaborative Bootstrapping: Measure and Algorithm.
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

2002
Word clustering and disambiguation based on co-occurrence data.
Natural Language Engineering, 2002

Base Noun Phrase Translation Using Web Data and the EM Algorithm.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

1996
A Probabilistic Disambiguation Method Based on Psycholinguistic Principles.
Proceedings of the Fourth Workshop on Very Large Corpora, 1996


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