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    AAAI
    2006
    166views Intelligent Agents» more  AAAI 2006»
    Multi-Conditional Learning: Generative/Discriminative Training for Clustering and Classification
    13 years 9 months ago
    Multi-Conditional Learning: Generative/Discriminative Training for Clustering and Classification
    Download  www.cs.umass.edu
    This paper presents multi-conditional learning (MCL), a training criterion based on a product of multiple conditional likelihoods. When combining the traditional conditional proba...
    Andrew McCallum, Chris Pal, Gregory Druck, Xuerui ...
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    EMNLP
    2009
    143views Natural Language Processing» more  EMNLP 2009»
    Toward Completeness in Concept Extraction and Classification
    13 years 5 months ago
    Toward Completeness in Concept Extraction and Classification
    Download  www.aclweb.org
    Many algorithms extract terms from text together with some kind of taxonomic classification (is-a) link. However, the general approaches used today, and specifically the methods o...
    Eduard H. Hovy, Zornitsa Kozareva, Ellen Riloff
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    IPM
    2008
    196views more  IPM 2008»
    Author identification: Using text sampling to handle the class imbalance problem
    13 years 8 months ago
    Author identification: Using text sampling to handle the class imbalance problem
    Download  www.icsd.aegean.gr
    Authorship analysis of electronic texts assists digital forensics and anti-terror investigation. Author identification can be seen as a single-label multi-class text categorizatio...
    Efstathios Stamatatos
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    CHI
    2005
    ACM
    90views Human Computer Interaction» more  CHI 2005»
    An empirical study of typing rates on mini-QWERTY keyboards
    14 years 8 months ago
    An empirical study of typing rates on mini-QWERTY keyboards
    Download  www.cc.gatech.edu
    We present a longitudinal study of mini-QWERTY keyboard use, examining the learning rates of novice miniQWERTY users. The study consists of 20 twenty-minute typing sessions using ...
    Edward Clarkson, James Clawson, Kent Lyons, Thad S...
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    AAAI
    2008
    154views Intelligent Agents» more  AAAI 2008»
    Text Categorization with Knowledge Transfer from Heterogeneous Data Sources
    13 years 10 months ago
    Text Categorization with Knowledge Transfer from Heterogeneous Data Sources
    Download  alumni.media.mit.edu
    Multi-category classification of short dialogues is a common task performed by humans. When assigning a question to an expert, a customer service operator tries to classify the cu...
    Rakesh Gupta, Lev-Arie Ratinov
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