CIIR publications authored by Michael Bendersky


IR-1319: (2024) Zamani, H. and Bendersky, M., "Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization," to appear in the Proceedings of The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '24), Washington, DC, USA, July 14-18, 2024. [View Abstract] [View bibtex]

IR-1308: (2023) Zamani, H. and Bendersky, M., "Multivariate Representation Learning for Information Retrieval," in Proceedings of The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, Taipei, Taiwan, July 23-27, 2023, pp. 163-173. [View Abstract] [View bibtex]

IR-1302: (2023) Bendersky, M.,  Chen, D.,  Diaz, F. and Zamani, H., "SIGIR 2023 Workshop on Retrieval Enhanced Machine Learning," in Proceedings of The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, Taipei, Taiwan, July 23-27, 2023, pp. 3468-3471. [View Abstract] [View bibtex]

IR-1294: (2023) Xian, R.,  Zhuang, H.,  Qin, Z.,  Zamani, H.,  Lu, J.,  Ma, J.,  Hui, K.,  Zhao, H.,  Wang, X. and Bendersky, M., "Learning Listwise Domain-Invariant Representations for Ranking," in the online Proceedings of the Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, LA, 12/10-16/23, pp. 64695-64724. [View Abstract] [View bibtex]

IR-1280: (2022) Zamani, H.,  Diaz, F.,  Dehghani, M.,  Metzler, D. and Bendersky, M., "Retrieval-Enhanced Machine Learning," in Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), Madrid, Spain. July 11-15, 2022, pp. 2875–2886. [View Abstract] [View bibtex]

IR-1279: (2022) Zamani, H.,  Bendersky, M.,  Metzler, D.,  Zhuang, H. and Wang, X., "Stochastic Retrieval-Conditioned Reranking," in Proceedings of The 12th International Conference on the Theory of Information Retrieval (ICTIR '22), Madrid, Spain, July 11-12, 2022, pp. 81-91. [View Abstract] [View bibtex]

IR-1147: (2018) Foley, J.,  Zhang, M.,  Bendersky, M. and Najork, M., "Semantic Location in Email Query Suggestion," in the Proceedings of The 41st Inter-national ACM SIGIR Conference on Research & Development in Information Retrieval (SIGIR 2018), July 8–12, 2018, Ann Arbor, MI, USA. ACM, New York, NY, USA. [View Abstract] [View bibtex]

IR-1099: (2017) Zamani, H.,  Bendersky, M.,  Wang, X. and Zhang, M., "Situational Context for Ranking in Personal Search," in the Proceedings of the 26th International World Wide Web Conference (WWW '17) Perth, Australia, April 3-7, 2017, pp. 1531-1540. [View Abstract] [View bibtex]

IR-1022: (2015) Foley, J.,  Bendersky, M. and Josifovski, V., "Learning to Extract Local Events from the Web," Proceedings of the 38th Annual ACM SIGIR Conference (SIGIR 2015), Santiago, Chile, August 9-13, 2015, pp. 423-432. [View Abstract] [View bibtex]

IR-923: (2013) Dang, V.,  Bendersky, M. and Croft, W. B. , "Two-Stage Learning to Rank for Information Retrieval," Proceedings of the Annual European Conference on Information Retrieval (ECIR 2013), pp. 423-434. [View Abstract] [View bibtex]

IR-910: (2012) Bendersky, M., "Information Retrieval with Query Hypegraphs," PhD Thesis. [View Abstract] [View bibtex]

IR-895: (2012) Bendersky, M. and Smith, D., "A Dictionary of Wisdom and Wit: Learning to Extract Quotable Phrases," in the online Proceedings of the Workshop on Computational Linguistics for Literature, co-located with the 2012 Conference of the North American Chapter of the Association for Computational Linguistics, pp. 69-77. [View Abstract] [View bibtex]

IR-874: (2012) Bendersky, M. and Croft, W. B. , "Modeling Higher-Order Term Dependencies in Information Retrieval using Query Hypergraphs," Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012), pp. 941-950. [View Abstract] [View bibtex]

IR-868: (2012) Li, H.,  Xu, G., Croft, W. B. ,  Bendersky, M.,  Wang, Z. and Viegas, E., "QRU-1: A Public Dataset for Promoting Query Representation and Understanding Research," Workshop on Web Search Click Data, February 12, 2012, Seattle, Washingtion, USA (WSCD 2012). [View Abstract] [View bibtex]

IR-846: (2011) Bendersky, M.,  Metzler, D. and Croft, W. B. , "Effective Query Formulation with Multiple Information Sources," Proceedings of the Fifth ACM International Conference on Web Search and Data Mining, Seattle, WA, pp. 443-452. [View Abstract] [View bibtex]

IR-824: (2011) Bendersky, M., Croft, W. B. and Smith, D., "Joint Annotation of Search Queries," Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT 2011), pp. 102-111. [View Abstract] [View bibtex]

IR-805: (2011) Bendersky, M.,  Metzler, D. and Croft, W. B. , "Parameterized Concept Weighting in Verbose Queries," Proceedings of the 34th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR'11), pp. 605-614. [View Abstract] [View bibtex]

IR-799: (2010) Bendersky, M.,  Fisher, D. and Croft, W. B. , "UMass at TREC 2010 Web Track: Term Dependence, Spam Filtering and Quality Bias," Proceedings of Text REtrieval Conference (TREC 2010),Gaithersburg, MD, November 15-19, 2010. [View Abstract] [View bibtex]

IR-798: (2010) Krikon, E.,  Kurland, O. and Bendersky, M., "Utilizing inter-passage and inter-document similarities for re-ranking search results," ACM Transactions on Information Systems (TOIS), Volume 29, Number 1. [View Abstract] [View bibtex]

IR-783: (2010) Bendersky, M., Croft, W. B. and Diao, Y., "Quality-Biased Ranking of Web Documents," Proceedings of the Fourth International Conference on Web Search and Data Mining (WSDM 2011), pp. 95-104. [View Abstract] [View bibtex]

IR-764: (2010) Croft, W. B. and Bendersky, M., "Do Longer Queries Retrieve More Diverse Results?," CIIR Technical Report. [View Abstract] [View bibtex]

IR-760: (2010) Dang, V.,  Bendersky, M. and Croft, W. B. , "Learning to Rank Query Reformulations," Proceedings of the 33rd Annual ACM SIGIR Conference (SIGIR 2010), pp. 807-808. [View Abstract] [View bibtex]

IR-755: (2010) Balasubramanian, N.,  Bendersky, M. and Allan, J., "Cost-Effective Combination of Multiple Rankers: Learning When Not To Query," NESCAI 2010, Amherst, MA, April 15-17, 2010. [View Abstract] [View bibtex]

IR-751: (2010) Bendersky, M., Croft, W. B. and Smith, D., "Structural Annotation of Search Queries Using Pseudo-Relevance Feedback," Proceedings of the ACM Conference on Information and Knowledge Management (CIKM 2010), pp. 1537-1540. [View Abstract] [View bibtex]

IR-739: (2009) Bendersky, M.,  Metzler, D. and Croft, W. B. , "Learning Concept Importance Using a Weighted Dependence Model," Proceedings of the Third ACM International Conference on Web Search and Data Mining (WSDM 2010), pp. 31-40. [View Abstract] [View bibtex]

IR-717: (2009) Bendersky, M.,  Smith, D. and Croft, W. B. , "Two-Stage Query Segmentation for Information Retrieval," Proceedings of the 32nd International ACM SIGIR conference on Research and Development in Information Retrieval (SIGIR '09), pp.810-811. [View Abstract] [View bibtex]

IR-701: (2009) Bendersky, M. and Croft, W. B. , "Analysis of Long Queries in a Large Scale Search Log," Proceedings of the Workshop on Web Search Click Data (WSCD 2009), pp. 8-14. [View Abstract] [View bibtex]

IR-695: (2009) Bendersky, M. and Croft, W. B. , "Finding Text Reuse on the Web," Proceedings of the International Conference on Web Search and Data Mining (WSDM 2009), pp. 262-271. [View Abstract] [View bibtex]

IR-669: (2008) Cartright, M. and Bendersky, M., "Towards Scalable Data-Driven Authorship Attribution," CIIR Technical Report. [View Abstract] [View bibtex]

IR-663: (2008) Bendersky, M. and Kurland, O., "Re-ranking search results using document-passage graphs," Proceedings of the 31st Annual International ACM SIGIR Conference (SIGIR'08), pp. 853-854. [View Abstract] [View bibtex]

IR-651: (2008) Bendersky, M. and Croft, W. B. , "Discovering Key Concepts in Verbose Queries," Proceedings of the 31st Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 08), pp. 491-498. [View Abstract] [View bibtex]

IR-644: (2008) Bendersky, M. and Kurland, O., "Utilizing Passage-Based Language Models for Document Retrieval," Proceedings of ECIR 08, pp.162 - 174. [View Abstract] [View bibtex]