Yang Song

Affiliations:
  • Google Research, Kirkland, WA, USA
  • Microsoft Research, Redmond, WA, USA
  • Pennsylvania State University, School of Electrical Engineering and Computer Science, University Park, PA, USA


According to our database1, Yang Song authored at least 47 papers between 2005 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2022
Query Prior Matters: A MRC Framework for Multimodal Named Entity Recognition.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

2020
Enhancing Multi-turn Dialogue Modeling with Intent Information for E-Commerce Customer Service.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

2019
Automated Thematic and Emotional Modern Chinese Poetry Composition.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

2016
Query-Less: Predicting Task Repetition for NextGen Proactive Search and Recommendation Engines.
Proceedings of the 25th International Conference on World Wide Web, 2016

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

Modeling User Interests for Zero-Query Ranking.
Proceedings of the Advances in Information Retrieval, 2016

Large-Scale Analysis of Viewing Behavior: Towards Measuring Satisfaction with Mobile Proactive Systems.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Exploring Multiple Feature Spaces for Novel Entity Discovery.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
An Overview of Microsoft Academic Service (MAS) and Applications.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems.
Proceedings of the 24th International Conference on World Wide Web, 2015

Robust and distributed web-scale near-dup document conflation in microsoft academic service.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Task Trail: An Effective Segmentation of User Search Behavior.
IEEE Trans. Knowl. Data Eng., 2014

Online behavioral genome sequencing from usage logs: decoding the search behaviors.
Proceedings of the 23rd International World Wide Web Conference, 2014

Adapting deep RankNet for personalized search.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Modeling action-level satisfaction for search task satisfaction prediction.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Context-aware web search abandonment prediction.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

2013
Enhancing personalized search by mining and modeling task behavior.
Proceedings of the 22nd International World Wide Web Conference, 2013

Learning to extract cross-session search tasks.
Proceedings of the 22nd International World Wide Web Conference, 2013

Evaluating and predicting user engagement change with degraded search relevance.
Proceedings of the 22nd International World Wide Web Conference, 2013

Exploring and exploiting user search behavior on mobile and tablet devices to improve search relevance.
Proceedings of the 22nd International World Wide Web Conference, 2013

Personalized ranking model adaptation for web search.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

2012
Hierarchical Online Problem Classification for IT Support Services.
IEEE Trans. Serv. Comput., 2012

Evaluating the effectiveness of search task trails.
Proceedings of the 21st World Wide Web Conference 2012, 2012

Query suggestion by constructing term-transition graphs.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

2011
Automatic tag recommendation algorithms for social recommender systems.
ACM Trans. Web, 2011

Searchable web sites recommendation.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Post-ranking query suggestion by diversifying search results.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Hierarchical tag visualization and application for tag recommendations.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

A task level metric for measuring web search satisfaction and its application on improving relevance estimation.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Optimal rare query suggestion with implicit user feedback.
Proceedings of the 19th International Conference on World Wide Web, 2010

2009
Better Naive Bayes classification for high-precision spam detection.
Softw. Pract. Exp., 2009

ERMIS: Designing, developing, and delivering a remote managed infrastructure services solution.
IBM J. Res. Dev., 2009

Problem classification method to enhance the ITIL incident and problem.
Proceedings of the Integrated Network Management, 2009

2008
Real-time automatic tag recommendation.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Efficient user preference predictions using collaborative filtering.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A Non-parametric Approach to Pair-Wise Dynamic Topic Correlation Detection.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

A sparse gaussian processes classification framework for fast tag suggestions.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
Social Bookmarking for Scholarly Digital Libraries.
IEEE Internet Comput., 2007

Generative models for name disambiguation.
Proceedings of the 16th International Conference on World Wide Web, 2007

Efficient Multiclass Boosting Classification with Active Learning.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

IKNN: Informative K-Nearest Neighbor Pattern Classification.
Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Efficient topic-based unsupervised name disambiguation.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2007

Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics.
Proceedings of the 2007 International ACM SIGGROUP Conference on Supporting Group Work, 2007

2006
CiteSeer<sup>chi</sup>: a scalable autonomous scientific digital library.
Proceedings of the 1st International Conference on Scalable Information Systems, 2006

Boosting the Feature Space: Text Classification for Unstructured Data on the Web.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
Towards discovering organizational structure from email corpus.
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005


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