2022

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Search and Discovery in Personal Email Collections
Michael Bendersky | Xuanhui Wang | Marc Najork | Donald Metzler
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

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Stochastic Retrieval-Conditioned Reranking
Hamed Zamani | Michael Bendersky | Donald Metzler | Honglei Zhuang | Xuanhui Wang
ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022

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Retrieval-Enhanced Machine Learning
Hamed Zamani | Fernando Diaz | Mostafa Dehghani | Donald Metzler | Michael Bendersky
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

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Rethinking search: making domain experts out of dilettantes
Donald Metzler | Yi Tay | Dara Bahri | Marc Najork
2021 Volume 55 Issue 1

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Search and Discovery in Personal Email Collections
Michael Bendersky | Xuanhui Wang | Marc Najork | Donald Metzler
2021 Volume 15 Issue 1

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Generative Models are Unsupervised Predictors of Page Quality: A Colossal-Scale Study
Dara Bahri | Yi Tay | Che Zheng | Cliff Brunk | Donald Metzler | Andrew Tomkins
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

2020

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Separate and Attend in Personal Email Search
Yu Meng | Maryam Karimzadehgan | Honglei Zhuang | Donald Metzler
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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Parameter Tuning in Personal Search Systems
Suming J. Chen | Xuanhui Wang | Zhen Qin | Donald Metzler
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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Choppy: Cut Transformer for Ranked List Truncation
Dara Bahri | Yi Tay | Che Zheng | Donald Metzler | Andrew Tomkins
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Matching Cross Network for Learning to Rank in Personal Search
Zhen Qin | Zhongliang Li | Michael Bendersky | Donald Metzler
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Stabilizing Neural Search Ranking Models
Ruilin Li | Zhen Qin | Xuanhui Wang | Suming J. Chen | Donald Metzler
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Revisiting Online Personal Search Metrics with the User in Mind
Azin Ashkan | Donald Metzler
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Multi-view Embedding-based Synonyms for Email Search
Cheng Li | Mingyang Zhang | Michael Bendersky | Hongbo Deng | Donald Metzler | Marc Najork
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Domain Adaptation for Enterprise Email Search
Brandon Tran | Maryam Karimzadehgan | Rama Kumar Pasumarthi | Michael Bendersky | Donald Metzler
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Personalized Online Spell Correction for Personal Search
Jai Prakash Gupta | Zhen Qin | Michael Bendersky | Donald Metzler
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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Position Bias Estimation for Unbiased Learning to Rank in Personal Search
Xuanhui Wang | Nadav Golbandi | Michael Bendersky | Donald Metzler | Marc Najork
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

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Multi-Task Learning for Email Search Ranking with Auxiliary Query Clustering
Jiaming Shen | Maryam Karimzadehgan | Michael Bendersky | Zhen Qin | Donald Metzler
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

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Learning from User Interactions in Personal Search via Attribute Parameterization
Michael Bendersky | Xuanhui Wang | Donald Metzler | Marc Najork
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

2016

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Learning to Rank with Selection Bias in Personal Search
Xuanhui Wang | Michael Bendersky | Donald Metzler | Marc Najork
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

2014

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Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

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Learning to efficiently rank on big data
Lidan Wang | Jimmy Lin | Donald Metzler | Jiawei Han
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

2013

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International Conference on the Theory of Information Retrieval, ICTIR '13, Copenhagen, Denmark, September 29 - October 02, 2013

International Conference on the Theory of Information Retrieval, ICTIR '13, Copenhagen, Denmark, September 29 - October 02, 2013

2012

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Effective query formulation with multiple information sources
Michael Bendersky | Donald Metzler | W. Bruce Croft
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

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Experimental methods for information retrieval
Donald Metzler | Oren Kurland
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

2011

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A Feature-Centric View of Information Retrieval
Donald Metzler
2011 Volume 27

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USC/ISI at TREC 2011: Microblog Track
Donald Metzler | Congxing Cai
Proceedings of The Twentieth Text REtrieval Conference, TREC 2011, Gaithersburg, Maryland, USA, November 15-18, 2011

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Cross-corpus relevance projection
Nima Asadi | Donald Metzler | Jimmy Lin
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Pseudo test collections for learning web search ranking functions
Nima Asadi | Donald Metzler | Tamer Elsayed | Jimmy Lin
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Parameterized concept weighting in verbose queries
Michael Bendersky | Donald Metzler | W. Bruce Croft
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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A cascade ranking model for efficient ranked retrieval
Lidan Wang | Jimmy Lin | Donald Metzler
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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When close enough is good enough: approximate positional indexes for efficient ranked retrieval
Tamer Elsayed | Jimmy Lin | Donald Metzler
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

2010

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Measuring the reusability of test collections
Ben Carterette | Evgeniy Gabrilovich | Vanja Josifovski | Donald Metzler
Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010, New York, NY, USA, February 4-6, 2010

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Learning concept importance using a weighted dependence model
Michael Bendersky | Donald Metzler | W. Bruce Croft
Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010, New York, NY, USA, February 4-6, 2010

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UMD and USC/ISI: TREC 2010 Web Track Experiments with Ivory
Tamer Elsayed | Nima Asadi | Lidan Wang | Jimmy Lin | Donald Metzler
Proceedings of The Nineteenth Text REtrieval Conference, TREC 2010, Gaithersburg, Maryland, USA, November 16-19, 2010

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Learning to efficiently rank
Lidan Wang | Jimmy Lin | Donald Metzler
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

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Relevance and ranking in online dating systems
Fernando Diaz | Donald Metzler | Sihem Amer-Yahia
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

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Exploiting site-level information to improve web search
Andrei Z. Broder | Evgeniy Gabrilovich | Vanja Josifovski | George Mavromatis | Donald Metzler | Jane Wang
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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Improved latent concept expansion using hierarchical markov random fields
Hao Lang | Donald Metzler | Bin Wang | Jin-Tao Li
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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Ranking under temporal constraints
Lidan Wang | Donald Metzler | Jimmy Lin
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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The anatomy of an ad: structured indexing and retrieval for sponsored search
Michael Bendersky | Evgeniy Gabrilovich | Vanja Josifovski | Donald Metzler
Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 2010

2009

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Of Ivory and Smurfs: Loxodontan MapReduce Experiments for Web Search
Jimmy Lin | Tamer Elsayed | Lidan Wang | Donald Metzler
Proceedings of The Eighteenth Text REtrieval Conference, TREC 2009, Gaithersburg, Maryland, USA, November 17-20, 2009

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Semi-parametric and Non-parametric Term Weighting for Information Retrieval
Donald Metzler | Hugo Zaragoza
Advances in Information Retrieval Theory, Second International Conference on the Theory of Information Retrieval, ICTIR 2009, Cambridge, UK, September 10-12, 2009, Proceedings

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Improving search relevance for implicitly temporal queries
Donald Metzler | Rosie Jones | Fuchun Peng | Ruiqiang Zhang
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009

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Building enriched document representations using aggregated anchor text
Donald Metzler | Jasmine Novak | Hang Cui | Srihari Reddy
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009

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Online expansion of rare queries for sponsored search
Andrei Z. Broder | Peter Ciccolo | Evgeniy Gabrilovich | Vanja Josifovski | Donald Metzler | Lance Riedel | Jeffrey Yuan
Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009

2008

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Beyond bags of words: effectively modeling dependence and features in information retrieval
Donald Metzler
2008 Volume 42 Issue 1

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To swing or not to swing: learning when (not) to advertise
Andrei Z. Broder | Massimiliano Ciaramita | Marcus Fontoura | Evgeniy Gabrilovich | Vanja Josifovski | Donald Metzler | Vanessa Murdock | Vassilis Plachouras
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

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Generalized inverse document frequency
Donald Metzler
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

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A Statistical View of Binned Retrieval Models
Donald Metzler | Trevor Strohman | W. Bruce Croft
Advances in Information Retrieval , 30th European Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3, 2008. Proceedings

2007

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Linear feature-based models for information retrieval
Donald Metzler | W. Bruce Croft
2007 Volume 10 Issue 3

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CIIR Experiments for TREC Legal 2007
Howard R. Turtle | Donald Metzler
Proceedings of The Sixteenth Text REtrieval Conference, TREC 2007, Gaithersburg, Maryland, USA, November 5-9, 2007

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Using gradient descent to optimize language modeling smoothing parameters
Donald Metzler
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

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Latent concept expansion using markov random fields
Donald Metzler | W. Bruce Croft
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

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Automatic feature selection in the markov random field model for information retrieval
Donald Metzler
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 6-10, 2007

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Similarity Measures for Short Segments of Text
Donald Metzler | Susan T. Dumais | Christopher Meek
Advances in Information Retrieval, 29th European Conference on IR Research, ECIR 2007, Rome, Italy, April 2-5, 2007, Proceedings

2006

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Indri TREC Notebook 2006: Lessons Learned From Three Terabyte Tracks
Donald Metzler | Trevor Strohman | W. Bruce Croft
Proceedings of the Fifteenth Text REtrieval Conference, TREC 2006, Gaithersburg, Maryland, USA, November 14-17, 2006

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Improving the estimation of relevance models using large external corpora
Fernando Diaz | Donald Metzler
SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seattle, Washington, USA, August 6-11, 2006

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Estimation, sensitivity, and generalization in parameterized retrieval models
Donald Metzler
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006

2005

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Analysis of Statistical Question Classification for Fact-Based Questions
Donald Metzler | W. Bruce Croft
2005 Volume 8 Issue 3

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UMass Robust 2005: Using Mixtures of Relevance Models for Query Expansion
Donald Metzler | Fernando Diaz | Trevor Strohman | W. Bruce Croft
Proceedings of the Fourteenth Text REtrieval Conference, TREC 2005, Gaithersburg, Maryland, USA, November 15-18, 2005

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Indri at TREC 2005: Terabyte Track
Donald Metzler | Trevor Strohman | Yun Zhou | W. Bruce Croft
Proceedings of the Fourteenth Text REtrieval Conference, TREC 2005, Gaithersburg, Maryland, USA, November 15-18, 2005

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The recap system for identifying information flow
Donald Metzler | Yaniv Bernstein | W. Bruce Croft | Alistair Moffat | Justin Zobel
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

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A Markov random field model for term dependencies
Donald Metzler | W. Bruce Croft
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

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Similarity measures for tracking information flow
Donald Metzler | Yaniv Bernstein | W. Bruce Croft | Alistair Moffat | Justin Zobel
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

2004

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Combining the language model and inference network approaches to retrieval
Donald Metzler | W. Bruce Croft
2004 Volume 40 Issue 5

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An Inference Network Approach to Image Retrieval
Donald Metzler | R. Manmatha
Image and Video Retrieval: Third International Conference, CIVR 2004, Dublin, Ireland, July 21-23, 2004. Proceedings

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Indri at TREC 2004: Terabyte Track
Donald Metzler | Trevor Strohman | Howard R. Turtle | W. Bruce Croft
Proceedings of the Thirteenth Text REtrieval Conference, TREC 2004, Gaithersburg, Maryland, USA, November 16-19, 2004

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Formal multiple-bernoulli models for language modeling
Donald Metzler | Victor Lavrenko | W. Bruce Croft
SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Sheffield, UK, July 25-29, 2004

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