Information Retrieval
97 items from harpribot/awesome-information-retrieval ★1,205
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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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SIMS 240: Principles of Information Retrieval www2.sims.berkeley.edu
Ray R. Larson (UC berkeley).
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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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WSDM wsdm-conference.org
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Whoa, Google’s AI Is Really Good at Pictionary wired.com
Sketch-based search.
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DBPedia wiki.dbpedia.org
Linked data web.
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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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Web Track trec.nist.gov
Explore information seeking behaviors common in general web search.
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Terabyte Track trec.nist.gov
Test scalability of IR systems to large scale collection.
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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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SPAM Track trec.nist.gov
Benchmark spam filtering approaches.
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Session Track trec.nist.gov
Develop methods for measuring multiple-query sessions where information needs drift.
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Robust Track trec.nist.gov
Study individual topic's effectiveness.
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Relevance Feedback Track trec.nist.gov
For deep evaluation of relevance feedback processes.
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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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Million Query Track trec.nist.gov
Explore ad-hoc retrieval over large set of queries.
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Microblog Track trec.nist.gov
Examine satisfaction of real-time information need for microblogging sites.
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Medical Track trec.nist.gov
Explore unstructured search performance over patients record data.
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Legal Track trec.nist.gov
Study retrieval systems that have high recall for legal documents use case.
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Knowledge base acceleration trec.nist.gov
Study algorithms that improve efficiency of human Knowledge Base.
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Interactive Track trec.nist.gov
Study user interaction with text retrieval systems.
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HARD trec.nist.gov
Obtain High Accuracy Retrieval from Documents by leveraging searcher's context.
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Genomics trec.nist.gov
Study retrieval efficiency of genomics data and corresponding documentation.
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Filtering trec.nist.gov
Binarily decide retrieval of new incoming documents given a stable information need.
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Federated Web Search trec.nist.gov
Study merge performance for results from various search services.
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