Jun Xu

According to our database1, Jun Xu authored at least 57 papers between 2005 and 2018.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepages:

On csauthors.net:

Bibliography

2018
Modeling the Correlations of Relations for Knowledge Graph Embedding.
J. Comput. Sci. Technol., 2018

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

Aggregating Neural Word Embeddings for Document Representation.
Proceedings of the Advances in Information Retrieval, 2018

Spherical Paragraph Model.
Proceedings of the Advances in Information Retrieval, 2018

Learning to Control the Specificity in Neural Response Generation.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Tailored Sequence to Sequence Models to Different Conversation Scenarios.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Directly Optimize Diversity Evaluation Measures: A New Approach to Search Result Diversification.
ACM TIST, 2017

Adapting Markov Decision Process for Search Result Diversification.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Reinforcement Learning to Rank with Markov Decision Process.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

DeepRank: A New Deep Architecture for Relevance Ranking in Information Retrieval.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Learning Visual Features from Snapshots for Web Search.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Neural or Statistical: An Empirical Study on Language Models for Chinese Input Recommendation on Mobile.
Proceedings of the Information Retrieval - 23rd China conference, 2017

Academic Access Data Analysis for Literature Recommendation.
Proceedings of the Information Retrieval - 23rd China conference, 2017

Locally Smoothed Neural Networks.
Proceedings of The 9th Asian Conference on Machine Learning, 2017

2016
Your Cart tells You: Inferring Demographic Attributes from Purchase Data.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Modeling Document Novelty with Neural Tensor Network for Search Result Diversification.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Match-SRNN: Modeling the Recursive Matching Structure with Spatial RNN.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Sparse Word Embeddings Using ℓ1 Regularized Online Learning.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Multi-task Representation Learning for Demographic Prediction.
Proceedings of the Advances in Information Retrieval, 2016

Ease the Process of Machine Learning with Dataflow.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

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

Factorizing Sequential and Historical Purchase Data for Basket Recommendation.
Proceedings of the Information Retrieval Technology, 2016

A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Inside Out: Two Jointly Predictive Models for Word Representations and Phrase Representations.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Text Matching as Image Recognition.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

SPAN: Understanding a Question with Its Support Answers.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Learning Maximal Marginal Relevance Model via Directly Optimizing Diversity Evaluation Measures.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Learning Hierarchical Representation Model for NextBasket Recommendation.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Next Basket Recommendation with Neural Networks.
Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Modeling Parameter Interactions in Ranking SVM.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations.
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 Probabilistic Model for Bursty Topic Discovery in Microblogs.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Semantic Matching in Search.
Foundations and Trends in Information Retrieval, 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

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

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

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

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

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

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

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

2007
Using SVM to Extract Acronyms from Text.
Soft Comput., 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

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

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

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

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


  Loading...