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    EMNLP
    2008
    114views Natural Language Processing» more  EMNLP 2008»
    Studying the History of Ideas Using Topic Models
    13 years 10 months ago
    Studying the History of Ideas Using Topic Models
    Download  nlp.stanford.edu
    How can the development of ideas in a scientific field be studied over time? We apply unsupervised topic modeling to the ACL Anthology to analyze historical trends in the field of...
    David Hall, Daniel Jurafsky, Christopher D. Mannin...
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    ICMLA
    2008
    93views Machine Learning» more  ICMLA 2008»
    Target Selection: A New Learning Paradigm and Its Application to Genetic Association Studies
    13 years 10 months ago
    Target Selection: A New Learning Paradigm and Its Application to Genetic Association Studies
    Download  user.cs.tu-berlin.de
    In this work, a new learning paradigm called target selection is proposed, which can be used to test for associations between a single genetic variable and a multidimensional, qua...
    Johannes Mohr, Sambu Seo, Imke Puis, Andreas Heinz...
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    ICMLA
    2007
    116views Machine Learning» more  ICMLA 2007»
    Automatic medical coding of patient records via weighted ridge regression
    13 years 10 months ago
    Automatic medical coding of patient records via weighted ridge regression
    Download  www.cs.rpi.edu
    In this paper, we apply weighted ridge regression to tackle the highly unbalanced data issue in automatic largescale ICD-9 coding of medical patient records. Since most of the ICD...
    Jian-Wu Xu, Shipeng Yu, Jinbo Bi, Lucian Vlad Lita...
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    IJCAI
    2007
    184views Artificial Intelligence» more  IJCAI 2007»
    Argumentation Based Contract Monitoring in Uncertain Domains
    13 years 10 months ago
    Argumentation Based Contract Monitoring in Uncertain Domains
    Download  ijcai.org
    Few existing argumentation frameworks are designed to deal with probabilistic knowledge, and none are designed to represent possibilistic knowledge, making them unsuitable for man...
    Nir Oren, Timothy J. Norman, Alun D. Preece
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    ACL
    2006
    111views Computational Linguistics» more  ACL 2006»
    Guessing Parts-of-Speech of Unknown Words Using Global Information
    13 years 10 months ago
    Guessing Parts-of-Speech of Unknown Words Using Global Information
    Download  acl.ldc.upenn.edu
    In this paper, we present a method for guessing POS tags of unknown words using local and global information. Although many existing methods use only local information (i.e. limit...
    Tetsuji Nakagawa, Yuji Matsumoto
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