Information Retrieval
97 items from harpribot/awesome-information-retrieval ★1,206
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Reuters Corpora RCV2 - New Corpora trec.nist.gov
The corpora is now available through NIST. The corpora includes following:
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Music Information Retrieval Using Locality Sensitive Hashing youtube.com
Steve Tjoa (RackSpace Developers) [This talk shows that IR is not just text and images].
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Knowledge-based Information Retrieval with Wikipedia youtube.com
David Wilne (The University of Waikato, 2008).
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Information Experience - Solution to Information Overload on Web youtube.com
Doug Imbruce (Techcrunch Disrupt)[Doug Imbruce is the Founder of Qwiki, Inc, a technology startup in New York, NY, acquired by Yahoo! in 2013].
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Extreme Classification: A New Paradigm for Ranking & Recommendation youtube.com
Manik Verma (Microsoft Research)
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Document Understanding Conference (DUC) datasets www-nlpir.nist.gov
Past newswire/paper datasets (DUC 2001 - DUC 2007) are available upon request.
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Introduction to Information Retrieval www-nlp.stanford.edu
C.D. Manning, P. Raghavan, H. Schütze. Cambridge UP, 2008. (First book for getting started with Information Retrieval).
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CS 276 / LING 286: Information Retrieval and Web Search web.stanford.edu
Chris Manning and Pandu Nayak (Stanford University).
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University of Tennesse Knoxville web.eecs.utk.edu
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Challenges in Building Large-Scale Information Retrieval Systems videolectures.net
Jeff Dean (WSDM Conference, 2009).
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Temporal Summarization Track trec.nist.gov
Develop systems that allow users to efficiently monitor the information associated with an event over time.
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Tasks Track trec.nist.gov
Test if systems can induce possible tasks, users might be trying to accomplish for the query.
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Session Track trec.nist.gov
Develop methods for measuring multiple-query sessions where information needs drift.
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Question Answering Track trec.nist.gov
Test systems that scale beyond document retrieval, to retrieve answers to factoid, list and definition type questions.
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Novelty Track trec.nist.gov
Investigate systems' abilities to locate new (non-redundant) information.
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Microblog Track trec.nist.gov
Examine satisfaction of real-time information need for microblogging sites.
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