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    ACL
    2009
    129views Computational Linguistics» more  ACL 2009»
    Employing Topic Models for Pattern-based Semantic Class Discovery
    13 years 5 months ago
    Employing Topic Models for Pattern-based Semantic Class Discovery
    Download  research.microsoft.com
    A semantic class is a collection of items (words or phrases) which have semantically peer or sibling relationship. This paper studies the employment of topic models to automatical...
    Huibin Zhang, Mingjie Zhu, Shuming Shi, Ji-Rong We...
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    CIDU
    2010
    152views Machine Learning» more  CIDU 2010»
    Analyzing Aviation Safety Reports: From Topic Modeling to Scalable Multi-Label Classification
    13 years 5 months ago
    Analyzing Aviation Safety Reports: From Topic Modeling to Scalable Multi-Label Classification
    Download  www-users.cs.umn.edu
    Abstract. The Aviation Safety Reporting System (ASRS) is used to collect voluntarily submitted aviation safety reports from pilots, controllers and others. As such it is particular...
    Amrudin Agovic, Hanhuai Shan, Arindam Banerjee
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    SCIENTOMETRICS
    2011
    248views Applied Computing» more  SCIENTOMETRICS 2011»
    Accuracy of inter-researcher similarity measures based on topical and social clues
    12 years 10 months ago
    Accuracy of inter-researcher similarity measures based on topical and social clues
    Download  ftp.irit.fr
    Scientific literature recommender systems (SLRSs) provide papers to researchers according to their scientific interests. Systems rely on inter-researcher similarity measures that...
    Guillaume Cabanac
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    EMNLP
    2009
    207views Natural Language Processing» more  EMNLP 2009»
    Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora
    13 years 5 months ago
    Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora
    Download  www.stanford.edu
    A significant portion of the world's text is tagged by readers on social bookmarking websites. Credit attribution is an inherent problem in these corpora because most pages h...
    Daniel Ramage, David Hall, Ramesh Nallapati, Chris...
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    SIGIR
    2002
    ACM
    216views Information Technology» more  SIGIR 2002»
    Generic summarization and keyphrase extraction using mutual reinforcement principle and sentence clustering
    13 years 7 months ago
    Generic summarization and keyphrase extraction using mutual reinforcement principle and sentence clustering
    Download  www.cc.gatech.edu
    A novel method for simultaneous keyphrase extraction and generic text summarization is proposed by modeling text documents as weighted undirected and weighted bipartite graphs. Sp...
    Hongyuan Zha
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