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    » SOLAR: Scalable Online Learning Algorithms for Ranking
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    NIPS
    2003
    118views Information Technology» more  NIPS 2003»
    Online Learning via Global Feedback for Phrase Recognition
    14 years 3 days ago
    Online Learning via Global Feedback for Phrase Recognition
    Download  books.nips.cc
    We present a system to recognize phrases based on perceptrons, and a global online learning algorithm to train them together. The recognition strategy applies learning in two laye...
    Xavier Carreras, Lluís Màrquez
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    ACL
    1998
    120views Computational Linguistics» more  ACL 1998»
    Trainable, Scalable Summarization Using Robust NLP and Machine Learning
    14 years 3 days ago
    Trainable, Scalable Summarization Using Robust NLP and Machine Learning
    Download  www.aclweb.org
    We describe a trainable and scalable summarization system which utilizes features derived from information retrieval, information extraction, and NLP techniques and on-line resour...
    Chinatsu Aone, Mary Ellen Okurowski, James Gorlins...
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    KDD
    2007
    ACM
    192views Data Mining» more  KDD 2007»
    Active exploration for learning rankings from clickthrough data
    14 years 11 months ago
    Active exploration for learning rankings from clickthrough data
    Download  radlinski.org
    We address the task of learning rankings of documents from search engine logs of user behavior. Previous work on this problem has relied on passively collected clickthrough data. ...
    Filip Radlinski, Thorsten Joachims
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    IFIP12
    2010
    143views Information Technology» more  IFIP12 2010»
    Learning the Preferences of News Readers with SVM and Lasso Ranking
    13 years 9 months ago
    Learning the Preferences of News Readers with SVM and Lasso Ranking
    Download  eprints.pascal-network.org
    We attack the task of predicting which news-stories are more appealing to a given audience by comparing ‘most popular stories’, gathered from various online news outlets, over ...
    Elena Hensinger, Ilias N. Flaounas, Nello Cristian...
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    BMCBI
    2006
    184views more  BMCBI 2006»
    PubFocus: semantic MEDLINE/PubMed citations analytics through integration of controlled biomedical dictionaries and ranking algo
    13 years 10 months ago
    PubFocus: semantic MEDLINE/PubMed citations analytics through integration of controlled biomedical dictionaries and ranking algo
    Download  www.biomedcentral.com
    Background: Understanding research activity within any given biomedical field is important. Search outputs generated by MEDLINE/PubMed are not well classified and require lengthy ...
    Maksim V. Plikus, Zina Zhang, Cheng-Ming Chuong
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