Donald Metzler
Google Publications
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Learning to Rank with Selection Bias in Personal Search
Xuanhui Wang, Michael Bendersky, Donald Metzler, Marc Najork
Proceedings of SIGIR 2016, ACM (to appear)
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Proceedings of the 2013 Conference on the Theory of Information Retrieval
Oren Kurland, Donald Metzler, Christina Lioma, Birger Larsen, Peter Ingwersen
ACM (2013)
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Experimental methods for information retrieval
Donald Metzler, Oren Kurland
SIGIR (2012), pp. 1185-1186
Previous Publications
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Data integration from open internet sources to combat sex trafficking of minors
Hao Wang, Congxing Cai, Andrew Philpot, Mark Latonero, Eduard H. Hovy, Donald Metzler
DG.O (2012), pp. 246-252
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Effective query formulation with multiple information sources
Michael Bendersky, Donald Metzler, W. Bruce Croft
WSDM (2012), pp. 443-452
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Structured Event Retrieval over Microblog Archives
Donald Metzler, Congxing Cai, Eduard H. Hovy
HLT-NAACL (2012), pp. 646-655
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A cascade ranking model for efficient ranked retrieval
Lidan Wang, Jimmy J. Lin, Donald Metzler
SIGIR (2011), pp. 105-114
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An Empirical Evaluation of Data-Driven Paraphrase Generation Techniques
Donald Metzler, Eduard H. Hovy, Chunliang Zhang
ACL (Short Papers) (2011), pp. 546-551
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Cross-corpus relevance projection
Nima Asadi 0001, Donald Metzler, Jimmy J. Lin
SIGIR (2011), pp. 1163-1164
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Parameterized concept weighting in verbose queries
Michael Bendersky, Donald Metzler, W. Bruce Croft
SIGIR (2011), pp. 605-614
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Pseudo test collections for learning web search ranking functions
Nima Asadi 0001, Donald Metzler, Tamer Elsayed, Jimmy J. Lin
SIGIR (2011), pp. 1073-1082
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When close enough is good enough: approximate positional indexes for efficient ranked retrieval
Tamer Elsayed, Jimmy J. Lin, Donald Metzler
CIKM (2011), pp. 1993-1996
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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
CIKM (2010), pp. 1393-1396
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Improved latent concept expansion using hierarchical markov random fields
Hao Lang, Donald Metzler, Bin Wang, Jin-Tao Li
CIKM (2010), pp. 249-258
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Learning concept importance using a weighted dependence model
Michael Bendersky, Donald Metzler, W. Bruce Croft
WSDM (2010), pp. 31-40
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Learning to efficiently rank
Lidan Wang, Jimmy J. Lin, Donald Metzler
SIGIR (2010), pp. 138-145
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Measuring the reusability of test collections
Ben Carterette, Evgeniy Gabrilovich, Vanja Josifovski, Donald Metzler
WSDM (2010), pp. 231-240
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Ranking under temporal constraints
Lidan Wang, Donald Metzler, Jimmy J. Lin
CIKM (2010), pp. 79-88
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Relevance and ranking in online dating systems
Fernando Diaz, Donald Metzler, Sihem Amer-Yahia
SIGIR (2010), pp. 66-73
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The anatomy of an ad: structured indexing and retrieval for sponsored search
Michael Bendersky, Evgeniy Gabrilovich, Vanja Josifovski, Donald Metzler
WWW (2010), pp. 101-110
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UMD and USC/ISI: TREC 2010 Web Track Experiments with Ivory
Tamer Elsayed, Nima Asadi 0001, Lidan Wang, Jimmy J. Lin, Donald Metzler
TREC (2010)
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Building enriched document representations using aggregated anchor text
Donald Metzler, Jasmine Novak, Hang Cui, Srihari Reddy
SIGIR (2009), pp. 219-226
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Improving search relevance for implicitly temporal queries
Donald Metzler, Rosie Jones, Fuchun Peng, Ruiqiang Zhang
SIGIR (2009), pp. 700-701
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Of Ivory and Smurfs: Loxodontan MapReduce Experiments for Web Search
Jimmy J. Lin, Tamer Elsayed, Lidan Wang, Donald Metzler
TREC (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
WWW (2009), pp. 511-520
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Search Engine Adaptation by Feedback Control Adjustment for Time-sensitive Query
Ruiqiang Zhang, Yi Chang, Zhaohui Zheng, Donald Metzler, Jian-Yun Nie
HLT-NAACL (Short Papers) (2009), pp. 165-168
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Search Engines: Information Retrieval in Practice
W. Bruce Croft, Donald Metzler, Trevor Strohman
Addison Wesley (2009)
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Semi-parametric and Non-parametric Term Weighting for Information Retrieval
Donald Metzler, Hugo Zaragoza
ICTIR (2009), pp. 42-53
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A Statistical View of Binned Retrieval Models
Donald Metzler, Trevor Strohman, W. Bruce Croft
ECIR (2008), pp. 175-186
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Beyond bags of words: effectively modeling dependence and features in information retrieval
SIGIR Forum, vol. 42 (2008), pp. 77
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Generalized inverse document frequency
CIKM (2008), pp. 399-408
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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
CIKM (2008), pp. 1003-1012
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Automatic feature selection in the markov random field model for information retrieval
CIKM (2007), pp. 253-262
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CIIR Experiments for TREC Legal 2007
Howard R. Turtle, Donald Metzler
TREC (2007)
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Latent concept expansion using markov random fields
Donald Metzler, W. Bruce Croft
SIGIR (2007), pp. 311-318
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Linear feature-based models for information retrieval
Donald Metzler, W. Bruce Croft
Inf. Retr., vol. 10 (2007), pp. 257-274
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Pseudo-Aligned Multilingual Corpora
Fernando Diaz, Donald Metzler
IJCAI (2007), pp. 2727-2732
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Similarity Measures for Short Segments of Text
Donald Metzler, Susan T. Dumais, Christopher Meek
ECIR (2007), pp. 16-27
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Using gradient descent to optimize language modeling smoothing parameters
SIGIR (2007), pp. 687-688
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Beyond Bags of Words: Modeling Implicit User Preferences in Information Retrieval
Donald Metzler, W. Bruce Croft
AAAI (2006), pp. 1646-1649
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Estimation, sensitivity, and generalization in parameterized retrieval models
CIKM (2006), pp. 812-813
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Improving the estimation of relevance models using large external corpora
Fernando Diaz, Donald Metzler
SIGIR (2006), pp. 154-161
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Indri TREC Notebook 2006: Lessons Learned From Three Terabyte Tracks
Donald Metzler, Trevor Strohman, W. Bruce Croft
TREC (2006)
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A Markov random field model for term dependencies
Donald Metzler, W. Bruce Croft
SIGIR (2005), pp. 472-479
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Analysis of Statistical Question Classification for Fact-Based Questions
Donald Metzler, W. Bruce Croft
Inf. Retr., vol. 8 (2005), pp. 481-504
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Indri at TREC 2005: Terabyte Track
Donald Metzler, Trevor Strohman, Yun Zhou, W. Bruce Croft
TREC (2005)
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Similarity measures for tracking information flow
Donald Metzler, Yaniv Bernstein, W. Bruce Croft, Alistair Moffat, Justin Zobel
CIKM (2005), pp. 517-524
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The recap system for identifying information flow
Donald Metzler, Yaniv Bernstein, W. Bruce Croft, Alistair Moffat, Justin Zobel
SIGIR (2005), pp. 678
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UMass Robust 2005: Using Mixtures of Relevance Models for Query Expansion
Donald Metzler, Fernando Diaz, Trevor Strohman, W. Bruce Croft
TREC (2005)
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An Inference Network Approach to Image Retrieval
Donald Metzler, R. Manmatha
CIVR (2004), pp. 42-50
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Combining the language model and inference network approaches to retrieval
Donald Metzler, W. Bruce Croft
Inf. Process. Manage., vol. 40 (2004), pp. 735-750
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Formal multiple-bernoulli models for language modeling
Donald Metzler, Victor Lavrenko, W. Bruce Croft
SIGIR (2004), pp. 540-541
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Indri at TREC 2004: Terabyte Track
Donald Metzler, Trevor Strohman, Howard R. Turtle, W. Bruce Croft
TREC (2004)








