Publications

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2011
L. Wang, J. Lin, and D. Metzler, "A cascade ranking model for efficient ranked retrieval", Proceedings of the 34th international ACM SIGIR conference on Research and development in Information, pp. 105–114, 2011.
S. Gouws, D. Metzler, C. Cai, and E. Hovy, "Contextual bearing on linguistic variation in social media", Proceedings of the Workshop on Language in Social Media, pp. 20–29, 2011.
N. Asadi, D. Metzler, and J. Lin, "Cross-Corpus Relevance Projection", Proceedings of the 34th international ACM SIGIR conference on Research and development in Information, pp. 1163–1164, 2011.
D. Metzler, A Feature-Centric View of Information Retrieval, , vol. 27: Springer-Verlag New York Inc, 2011.
D. Metzler, and E. Hovy, "Mavuno: a scalable and effective Hadoop-based paraphrase acquisition system", Proceedings of the Third Workshop on Large Scale Data Mining: Theory and Applications, pp. 3, 2011.
M. Bendersky, D. Metzler, and W. B. Croft, "Parameterized concept weighting in verbose queries", Proceedings of the 34th international ACM SIGIR conference on Research and development in Information, pp. 605–614, 2011.
N. Asadi, D. Metzler, T. Elsayed, and J. Lin, "Pseudo test collections for learning web search ranking functions", Proceedings of the 34th international ACM SIGIR conference on Research and development in Information, pp. 1073–1082, 2011.
S. Gouws, D. Hovy, and D. Metzler, "Unsupervised Mining of Lexical Variants from Noisy Text", Proceedings of the First workshop on Unsupervised Learning in NLP, pp. 82–90, 2011.
T. Elsayed, J. Lin, and D. Metzler, "When Close Enough Is Good Enough: Approximate Positional Indexes for Efficient Ranked Retrieval", Proceedings of the 20th ACM international conference on Information and knowledge management, 2011.
2010
M. Bendersky, E. Gabrilovich, V. Josifovski, and D. Metzler, "The anatomy of an ad: Structured indexing and retrieval for sponsored search", Proceedings of the 19th international conference on World wide web, pp. 101–110, 2010.
A. Broder, E. Gabrilovich, V. Josifovski, G. Mavromatis, D. Metzler, and J. Wang, "Exploiting site-level information to improve web search", Proceedings of the 19th ACM international conference on Information and knowledge management, pp. 1393–1396, 2010.
H. Lang, D. Metzler, B. Wang, and J. T. Li, "Improved latent concept expansion using hierarchical markov random fields", Proceedings of the 19th ACM international conference on Information and knowledge management, pp. 249–258, 2010.
M. Bendersky, D. Metzler, and W. B. Croft, "Learning concept importance using a weighted dependence model", Proceedings of the third ACM international conference on Web search and data mining, pp. 31–40, 2010.
L. Wang, J. Lin, and D. Metzler, "Learning to efficiently rank", Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval, pp. 138–145, 2010.
B. Carterette, E. Gabrilovich, V. Josifovski, and D. Metzler, "Measuring the reusability of test collections", Proceedings of the third ACM international conference on Web search and data mining, pp. 231–240, 2010.
L. Wang, D. Metzler, and J. Lin, "Ranking under temporal constraints", Proceedings of the 19th ACM international conference on Information and knowledge management, pp. 79–88, 2010.
F. Diaz, D. Metzler, and S. Amer-Yahia, "Relevance and ranking in online dating systems", Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval, pp. 66–73, 2010.
2009
D. Metzler, J. Novak, H. Cui, and S. Reddy, "Building enriched document representations using aggregated anchor text", Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval, pp. 219–226, 2009.
O. Chapelle, D. Metzler, Y. Zhang, and P. Grinspan, "Expected reciprocal rank for graded relevance", Proceeding of the 18th ACM conference on Information and knowledge management, pp. 621–630, 2009.