Publications

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2011

Contextual bearing on linguistic variation in social media

Gouws, S., Metzler, D., C. Cai, Hovy, E.
In Proceedings of the Workshop on Language in Social Media
2011, 20–29 pages

Unsupervised Mining of Lexical Variants from Noisy Text

Gouws, S., Hovy, D., Metzler, D.
In Proceedings of the First workshop on Unsupervised Learning in NLP
2011, 82–90 pages

Cross-Corpus Relevance Projection

Asadi, N., Metzler, D., Lin, J.
In Proceedings of the 34th international ACM SIGIR conference on Research and development in Information
2011, 1163–1164 pages

Mavuno: a scalable and effective Hadoop-based paraphrase acquisition system

Metzler, D., Hovy, E.
In Proceedings of the Third Workshop on Large Scale Data Mining: Theory and Applications
2011, 3 pages

Pseudo test collections for learning web search ranking functions

Asadi, N., Metzler, D., Elsayed, T., Lin, J.
In Proceedings of the 34th international ACM SIGIR conference on Research and development in Information
2011, 1073–1082 pages

A cascade ranking model for efficient ranked retrieval

Wang, L., Lin, J., Metzler, D.
In Proceedings of the 34th international ACM SIGIR conference on Research and development in Information
2011, 105–114 pages

Parameterized concept weighting in verbose queries

Bendersky, M., Metzler, D., Croft, W.B.
In Proceedings of the 34th international ACM SIGIR conference on Research and development in Information
2011, 605–614 pages

When Close Enough Is Good Enough: Approximate Positional Indexes for Efficient Ranked Retrieval

Elsayed, T., Lin, J., Metzler, D.
In Proceedings of the 20th ACM international conference on Information and knowledge management
2011

2010

Learning concept importance using a weighted dependence model

Bendersky, M., Metzler, D., Croft, W.B.
In Proceedings of the third ACM international conference on Web search and data mining
2010, 31–40 pages

Learning to efficiently rank

Wang, L., Lin, J., Metzler, D.
In Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval
2010, 138–145 pages

Relevance and ranking in online dating systems

Diaz, F., Metzler, D., Amer-Yahia, S.
In Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval
2010, 66–73 pages

Measuring the reusability of test collections

Carterette, B., Gabrilovich, E., Josifovski, V., Metzler, D.
In Proceedings of the third ACM international conference on Web search and data mining
2010, 231–240 pages

Ranking under temporal constraints

Wang, L., Metzler, D., Lin, J.
In Proceedings of the 19th ACM international conference on Information and knowledge management
2010, 79–88 pages

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

Bendersky, M., Gabrilovich, E., Josifovski, V., Metzler, D.
In Proceedings of the 19th international conference on World wide web
2010, 101–110 pages

Improved latent concept expansion using hierarchical markov random fields

Lang, H., Metzler, D., Wang, B., Li, J.T.
In Proceedings of the 19th ACM international conference on Information and knowledge management
2010, 249–258 pages

Exploiting site-level information to improve web search

Broder, A., Gabrilovich, E., Josifovski, V., Mavromatis, G., Metzler, D., Wang, J.
In Proceedings of the 19th ACM international conference on Information and knowledge management
2010, 1393–1396 pages

2009

Online expansion of rare queries for sponsored search

Broder, A., Ciccolo, P., Gabrilovich, E., Josifovski, V., Metzler, D., Riedel, L., Yuan, J.
In Proceedings of the 18th international conference on World wide web
2009, 511–520 pages

Search result re-ranking by feedback control adjustment for time-sensitive query

Zhang, R., Chang, Y., Zheng, Z., Metzler, D., Nie, J.
In Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers
2009, 165–168 pages

Improving search relevance for implicitly temporal queries

Metzler, D., Jones, R., Peng, F., Zhang, R.
In Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
2009, 700–701 pages

Building enriched document representations using aggregated anchor text

Metzler, D., Novak, J., Cui, H., Reddy, S.
In Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
2009, 219–226 pages

Semi-parametric and non-parametric term weighting for information retrieval

Metzler, D., Zaragoza, H.
In Proceedings of the International Conference on the Theory of Information Retrieval
2009, 42–53 pages

Expected reciprocal rank for graded relevance

Chapelle, O., Metzler, D., Zhang, Y., Grinspan, P.
In Proceeding of the 18th ACM conference on Information and knowledge management
2009, 621–630 pages

2008

To swing or not to swing: Learning when (not) to advertise

Broder, A., Ciaramita, M., Fontoura, M., Gabrilovich, E., Josifovski, V., Metzler, D., Murdock, V., Plachouras, V.
In Proceeding of the 17th ACM conference on Information and knowledge management
2008, 1003–1012 pages

A statistical view of binned retrieval models

Metzler, D., Strohman, T., Croft, W.B.
In Proceedings of the 30th European Cofnerence on Information Retrieval
2008, 175–186 pages

Generalized inverse document frequency

Metzler, D.
In Proceeding of the 17th ACM conference on Information and knowledge management
2008, 399–408 pages

2007

Similarity measures for short segments of text

Metzler, D., Dumais, S., Meek, C.
In Proceedings of the 29th European Conference on Information Retrieval
2007, 16–27 pages

Latent concept expansion using markov random fields

Metzler, D., Croft, W.B.
In Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
2007, 311–318 pages

Automatic feature selection in the Markov random field model for information retrieval

Metzler, D.A.
In Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
2007, 253–262 pages

Pseudo-aligned multilingual corpora

Diaz, F., Metzler, D.
In Proceedings of the 20th International Joint Conference on Artificial Intelligence
2007

Using gradient descent to optimize language modeling smoothing parameters

Metzler, D.
In Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
2007, 687–688 pages

CIIR Experiments for TREC Legal 2007

Turtle, H., Metzler, D.
In Proceedings of the Text REtrieval Conference
2007

2006

Improving the estimation of relevance models using large external corpora

Diaz, F., Metzler, D.
In Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
2006, 154–161 pages

Beyond bags of words: Modeling implicit user preferences in information retrieval

Metzler, D., Croft, W.B.
In Proceedings of the National Conference on Artificial Intelligence
2006, 1646 pages

Estimation, sensitivity, and generalization in parameterized retrieval models

Metzler, D.
In Proceedings of the 15th ACM international conference on Information and knowledge management
2006, 812–813 pages

2005

A Markov random field model for term dependencies

Metzler, D., Croft, W.B.
In Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
2005, 472–479 pages

Indri: A language model-based search engine for complex queries

Strohman, T., Metzler, D., Turtle, H., Croft, W.B.
In Proceedings of the International Conference on Intelligent Analysis
2005

Similarity measures for tracking information flow

Metzler, D., Bernstein, Y., Croft, W.B., Moffat, A., Zobel, J.
In Proceedings of the 14th ACM international conference on Information and knowledge management
2005, 517–524 pages

The recap system for identifying information flow

Metzler, D., Bernstein, Y., Croft, W.B., Moffat, A., Zobel, J.
In Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
2005, 678–678 pages

Indri at TREC 2005: Terabyte track

Metzler, D., Strohman, T., Zhou, Y., Croft, W.B.
In Proceedings of the Text REtrieval Conference
2005, 175–180 pages

2004

Indri at TREC 2004: Terabyte track

Metzler, D., Strohman, T., Turtle, H., Croft, W.B.
In Proceedings of the Text REtrieval Conference
2004

An inference network approach to image retrieval

Metzler, D., Manmatha, R.
In Proceedings of the 3rd International Conference on Image and Video Retrieval
2004, 2130–2131 pages

Formal multiple-bernoulli models for language modeling

Metzler, D., Lavrenko, V., Croft, W.B.
In Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
2004, 540–541 pages
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