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Research Area: Search Technologies |
Profile
Hugo Zaragoza leads the Natural Language Retrieval group in Barcelona. He is interested in the applications of machine learning (ML) and natural language processing (NLP) for information retrieval (IR), Web search, and information access in general.
From 2001 to 2006, Hugo worked at Microsoft Research (Cambridge, UK) with Stephen Robertson, mostly on probabilistic ranking methods for corporate and web search, but also on document classification, expert finding, relevance feedback, and dialogue generation for games. He also collaborated with Microsoft product groups MSN-Search and SharePoint Portal Server.
Prior to Microsoft Research, Hugo taught computer science and completed a Ph.D. at the LIP6 (U. Paris 6) on the application of dynamic probabilistic models to a wide range of Information Access problems.
Recent Publications, Projects and News
- Early exit optimizations for additive machine learned ranking systems B. B. Cambazoglu; H. Zaragoza; O. Chapelle; J. Chen; C. Liao; Z. Zheng; J. Degenhardt, Proceedings of the 3rd ACM International Conference on Web Search and Data Mining, 2010 [view abstract]
- Searching through time in the New York Times Michael Matthews; Pancho Tolchinsky; Roi Blanco; Jordi Atserias; Peter Mika; Hugo Zaragoza, HCIR 2010, 2010 [view abstract]
- Entity Summarization of News Articles Gianluca Demartini; Malik Muhammad Saad Missen; Roi Blanco; Hugo Zaragoza, SIGIR 2010, 2010 [view abstract]
- Caching Search Engine Results over Incremental Indices (Poster) R. Blanco;E. Bortnikov;F. Junqueira;R. Lempel;L. Telloli;H. Zaragoza, WWW, 2010 [view abstract]
- TAER: Time-Aware Entity Retrieval Gianluca Demartini; Malik Muhammad Saad Missen; Roi Blanco; Hugo Zaragoza, CIKM 2010, 2010 [view abstract]
- Finding Support Sentences for Entities Roi Blanco; Hugo Zaragoza, SIGIR 2010, 2010 [view abstract]
- Caching Search Engine Results over Incremental Indices Roi Blanco; Edward Bortnikov; Flavio Junqueira; Ronny Lempel; Luca Telloli; Hugo Zaragoza, SIGIR'2010, 2010 [view abstract]
- Ad-hoc Object Ranking in the Web of Data Jeffrey Pound; Peter Mika; Hugo Zaragoza, World Wide Web Conference, ACM, 2010
- An evaluation of entity and frequency based query completion methods Edgar Meij; Peter Mika; Hugo Zaragoza, 32nd International ACM SIGIR conference on Research and Development in Information Retrieval, ACM, 2009
- Investigating the Demand Side of Semantic Search through Query Log Analysis Edgar Meij; Peter Mika; Hugo Zaragoza, Semantic Search 2009, CEUR Workshop Proceedings, 2009
- Investigating the Semantic Gap through Query Log Analysis Peter Mika; Edgar Meij; Hugo Zaragoza, International Semantic Web Conference (ISWC09), Springer, 2009
- Semi-Parametric and Non-parametric Term Weighting for Information Retrieval Donald Metzler; Hugo Zaragoza, International Conference on the Theory of Information Retrieval (ICTIR), 2009 [view abstract]
- Near-Term Prospects for Semantic Technologies V. Richard Benjamins; John Davies; Ricardo Baeza-Yates; Peter Mika; Hugo Zaragoza; Mark Greaves; Jose Manuel Gómez-Pérez; Jesús Contreras; John Domingue; Dieter Fensel, IEEE Intelligent Systems, IEEE, 2008, 1
- Towards Semantic Search Ricardo Baeza-Yates; Massimiliano Ciaramita; Peter Mika; Hugo Zaragoza, Natural Language and Information Systems (NLDB), 2008
