Xuanhui Wang

Proceedings of the WWW '21: The Web Conference 2021, 2021

Interpretable Ranking with Generalized Additive Models.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Non-Clicks Mean Irrelevant? Propensity Ratio Scoring As a Correction.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Bootstrapping Recommendations at Chrome Web Store.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Ensemble Distillation for BERT-Based Ranking Models.

[BibT_eX]

[DOI]

Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees?

[BibT_eX]

[DOI]

Marc Najork

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Unbiased Learning to Rank via Propensity Ratio Scoring.

[BibT_eX]

[DOI]

Nan Wang

Hongning Wang

CoRR, 2020

Interpretable Learning-to-Rank with Generalized Additive Models.

[BibT_eX]

[DOI]

CoRR, 2020

Learning-to-Rank with BERT in TF-Ranking.

[BibT_eX]

[DOI]

CoRR, 2020

Stabilizing Neural Search Ranking Models.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Parameter Tuning in Personal Search Systems.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Feature Transformation for Neural Ranking Models.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Attribute-based Propensity for Unbiased Learning in Recommender Systems: Algorithm and Case Studies.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Permutation Equivariant Document Interaction Network for Neural Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, 2020

2019

Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking.

[BibT_eX]

[DOI]

Marc Najork

CoRR, 2019

Addressing Trust Bias for Unbiased Learning-to-Rank.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Estimating Position Bias without Intrusive Interventions.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Learning to Rank in Theory and Practice: From Gradient Boosting to Neural Networks and Unbiased Learning.

[BibT_eX]

[DOI]

Claudio Lucchese

Franco Maria Nardini

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Combining Decision Trees and Neural Networks for Learning-to-Rank in Personal Search.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Neural Learning to Rank using TensorFlow Ranking: A Hands-on Tutorial.

[BibT_eX]

[DOI]

Sebastian Bruch

Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

An Analysis of the Softmax Cross Entropy Loss for Learning-to-Rank with Binary Relevance.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Learning Groupwise Multivariate Scoring Functions Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

2018

Learning Groupwise Scoring Functions Using Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Offline Comparison of Ranking Functions using Randomized Data.

[BibT_eX]

[DOI]

CoRR, 2018

Position Bias Estimation for Unbiased Learning to Rank in Personal Search.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Learning with Sparse and Biased Feedback for Personal Search.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

The LambdaLoss Framework for Ranking Metric Optimization.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Situational Context for Ranking in Personal Search.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

Learning from User Interactions in Personal Search via Attribute Parameterization.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

2016

Learning to Rank with Selection Bias in Personal Search.

[BibT_eX]

[DOI]

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

2015

CelebrityNet: A Social Network Constructed from Large-Scale Online Celebrity Images.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2015

2014

Bug characteristics in open source software.

[BibT_eX]

[DOI]

Empir. Softw. Eng., 2014

2013

Towards Twitter context summarization with user influence models.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

2012

Bandits with Generalized Linear Models.

[BibT_eX]

[DOI]

Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2, 2012

Coverage-based search result diversification.

[BibT_eX]

[DOI]

Inf. Retr., 2012

Diversifying Search Results through Pattern-Based Subtopic Modeling.

[BibT_eX]

[DOI]

Int. J. Semantic Web Inf. Syst., 2012

Model news relatedness through user comments.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference, 2012

Learning to rank with multi-aspect relevance for vertical search.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Impact of Spam Exposure on User Engagement.

[BibT_eX]

[DOI]

Proceedings of the 21th USENIX Security Symposium, Bellevue, WA, USA, August 8-10, 2012, 2012

Vote calibration in community question-answering systems.

[BibT_eX]

[DOI]

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Personalized click shaping through lagrangian duality for online recommendation.

[BibT_eX]

[DOI]

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Multi-faceted ranking of news articles using post-read actions.

[BibT_eX]

[DOI]

Deepak Agarwal

Bee-Chung Chen

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Modeling Perceived Relevance for Tail Queries without Click-Through Data

[BibT_eX]

[DOI]

CoRR, 2011

Learning to model relatedness for news recommendation.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on World Wide Web, 2011

Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms.

[BibT_eX]

[DOI]

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Learning to re-rank web search results with multiple pairwise features.

[BibT_eX]

[DOI]

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Click shaping to optimize multiple objectives.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

An exploration of pattern-based subtopic modeling for search result diversification.

[BibT_eX]

[DOI]

Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

2010

University of Delaware at Diverstiy Task of Web Track 2010.

[BibT_eX]

[DOI]

Wei Zheng

Hui Fang

Proceedings of The Nineteenth Text REtrieval Conference, 2010

2009

Improving Web Search for Difficult Queries

[BibT_eX]

[DOI]

PhD thesis, 2009

Massive Implicit Feedback: Organizing Search Logs into Topic Maps for Collaborative Surfing.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Understanding the User, 2009

Mining broad latent query aspects from search sessions.

[BibT_eX]

[DOI]

Deepayan Chakrabarti

Kunal Punera

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Locality Preserving Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Probabilistic dyadic data analysis with local and global consistency.

[BibT_eX]

[DOI]

Deng Cai

Xiaofei He

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Beyond hyperlinks: organizing information footprints in search logs to support effective browsing.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

DirichletRank: Solving the zero-one gap problem of PageRank.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2008

A study of methods for negative relevance feedback.

[BibT_eX]

[DOI]

Hui Fang

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Mining term association patterns from search logs for effective query reformulation.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007

Instant Web Retrieval for Instance-Attribute Queries.

[BibT_eX]

[DOI]

Yi-Ting Chou

Shui-Lung Chuang

Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Learn from web search logs to organize search results.

[BibT_eX]

[DOI]

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

Mining correlated bursty topic patterns from coordinated text streams.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Detect and Track Latent Factors with Online Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Shine: search heterogeneous interrelated entities.

[BibT_eX]

[DOI]

Jian-Tao Sun

Zheng Chen

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Improve retrieval accuracy for difficult queries using negative feedback.

[BibT_eX]

[DOI]

Hui Fang

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006

Mining clickthrough data for collaborative web search.

[BibT_eX]

[DOI]

Proceedings of the 15th international conference on World Wide Web, 2006

CWS: a comparative web search system.

[BibT_eX]

[DOI]

Proceedings of the 15th international conference on World Wide Web, 2006

Latent semantic analysis for multiple-type interrelated data objects.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Language Model Information Retrieval with Document Expansion.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Subjectivity Categorization of Weblog with Part-of-Speech Based Smoothing.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Have things changed now?: an empirical study of bug characteristics in modern open source software.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Architectural and System Support for Improving Software Dependability, 2006

2005

UIUC/MUSC at TREC 2005 Genomics Track.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Text REtrieval Conference, 2005

Dirichlet PageRank.

[BibT_eX]

[DOI]