Michael Bendersky

Israel David

Dor Elboim

J. Oper. Res. Soc., 2021

Search and Discovery in Personal Email Collections.

[BibT_eX]

[DOI]

Found. Trends Inf. Retr., 2021

Rank4Class: A Ranking Formulation for Multiclass Classification.

[BibT_eX]

[DOI]

CoRR, 2021

Born Again Neural Rankers.

[BibT_eX]

[DOI]

CoRR, 2021

LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding.

[BibT_eX]

[DOI]

Spurthi Amba Hombaiah

CoRR, 2021

Privacy-Adaptive BERT for Natural Language Understanding.

[BibT_eX]

[DOI]

CoRR, 2021

Cross-Positional Attention for Debiasing Clicks.

[BibT_eX]

[DOI]

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

Diversification-Aware Learning to Rank using Distributed Representation.

[BibT_eX]

[DOI]

Le Yan

Zhen Qin

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

Improving Cloud Storage Search with User Activity.

[BibT_eX]

[DOI]

Rolf Jagerman

Weize Kong

Zhen Qin

Marc Najork

Proceedings of the WSDM '21, 2021

WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Dynamic Language Models for Continuously Evolving Content.

[BibT_eX]

[DOI]

Spurthi Amba Hombaiah

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

Natural Language Understanding with Privacy-Preserving BERT.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling.

[BibT_eX]

[DOI]

CoRR, 2020

Leveraging Semantic and Lexical Matching to Improve the Recall of Document Retrieval Systems: A Hybrid Approach.

[BibT_eX]

[DOI]

CoRR, 2020

RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble.

[BibT_eX]

[DOI]

CoRR, 2020

Interpretable Learning-to-Rank with Generalized Additive Models.

[BibT_eX]

[DOI]

CoRR, 2020

Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Document Matching.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Matching Cross Network for Learning to Rank in Personal Search.

[BibT_eX]

[DOI]

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

Adversarial Bandits Policy for Crawling Commercial Web Content.

[BibT_eX]

[DOI]

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

A Stochastic Treatment of Learning to Rank Scoring Functions.

[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

Learning to Cluster Documents into Workspaces Using Large Scale Activity Logs.

[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

DiPair: Fast and Accurate Distillation for Trillion-ScaleText Matching and Pair Modeling.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking.

[BibT_eX]

[DOI]

Marc Najork

CoRR, 2019

Semantic Text Matching for Long-Form Documents.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Predictive Crawling for Commercial Web Content.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Personalized Online Spell Correction for Personal Search.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Addressing Trust Bias for Unbiased Learning-to-Rank.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Domain Adaptation for Enterprise Email Search.

[BibT_eX]

[DOI]

Brandon Tran

Maryam Karimzadehgan

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

Multi-view Embedding-based Synonyms for Email Search.

[BibT_eX]

[DOI]

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

Revisiting Approximate Metric Optimization in the Age of Deep Neural Networks.

[BibT_eX]

[DOI]

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

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

Semantic Location in Email Query Suggestion.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 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

Multi-Task Learning for Email Search Ranking with Auxiliary Query Clustering.

[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

Related Event Discovery.

[BibT_eX]

[DOI]

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

Deciding kidney-offer admissibility dependent on patients' lifetime failure rate.

[BibT_eX]

[DOI]

Israel David

Eur. J. Oper. Res., 2016

Semantic Video Trailers.

[BibT_eX]

[DOI]

Harrie Oosterhuis

Sujith Ravi

CoRR, 2016

Hierarchical Label Propagation and Discovery for Machine Generated Email.

[BibT_eX]

[DOI]

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

A Fast Algorithm for Scheduling Detection-and-Rescue Operations Based on Data from Wireless Sensor Networks.

[BibT_eX]

[DOI]

Res. Comput. Sci., 2015

Information Retrieval with Verbose Queries.

[BibT_eX]

[DOI]

Manish Gupta

Found. Trends Inf. Retr., 2015

Learning to Extract Local Events from the Web.

[BibT_eX]

[DOI]

John Foley

Vanja Josifovski

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

2014

Up next: retrieval methods for large scale related video suggestion.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

Two-Stage Learning to Rank for Information Retrieval.

[BibT_eX]

[DOI]

Van Dang

Proceedings of the Advances in Information Retrieval, 2013

2012

Information retrieval with query hypergraphs.

[BibT_eX]

[DOI]

SIGIR Forum, 2012

Effective query formulation with multiple information sources.

[BibT_eX]

[DOI]

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

Modeling higher-order term dependencies in information retrieval using query hypergraphs.

[BibT_eX]

[DOI]

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

A Dictionary of Wisdom and Wit: Learning to Extract Quotable Phrases.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Computational Linguistics for Literature, 2012

2011

Quality-biased ranking of web documents.

[BibT_eX]

[DOI]

Yanlei Diao

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

Parameterized concept weighting in verbose queries.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Joint Annotation of Search Queries.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Utilizing inter-passage and inter-document similarities for reranking search results.

[BibT_eX]

[DOI]

Eyal Krikon

ACM Trans. Inf. Syst., 2010

Query representation and understanding workshop.

[BibT_eX]

[DOI]

SIGIR Forum, 2010

Utilizing passage-based language models for ad hoc document retrieval.

[BibT_eX]

[DOI]

Inf. Retr., 2010

The anatomy of an ad: structured indexing and retrieval for sponsored search.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on World Wide Web, 2010

Learning concept importance using a weighted dependence model.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

TREC 2010 Web Track Notebook: Term Dependence, Spam Filtering and Quality Bias.

[BibT_eX]

[DOI]

David Fisher

Proceedings of The Nineteenth Text REtrieval Conference, 2010

Learning to rank query reformulations.

[BibT_eX]

[DOI]

Van Dang

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Structural annotation of search queries using pseudo-relevance feedback.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Analysis of long queries in a large scale search log.

[BibT_eX]

[DOI]

Proceedings of the 2009 workshop on Web Search Click Data, 2009

Finding text reuse on the web.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

Two-stage query segmentation for information retrieval.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Utilizing inter-passage and inter-document similarities for re-ranking search results.

[BibT_eX]

[DOI]

Eyal Krikon

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

2008

Re-ranking search results using document-passage graphs.

[BibT_eX]

[DOI]

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

Discovering key concepts in verbose queries.

[BibT_eX]

[DOI]

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

Utilizing Passage-Based Language Models for Document Retrieval.

[BibT_eX]

[DOI]