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    ACL
    2007
    125views Computational Linguistics» more  ACL 2007»
    A Seed-driven Bottom-up Machine Learning Framework for Extracting Relations of Various Complexity
    13 years 11 months ago
    A Seed-driven Bottom-up Machine Learning Framework for Extracting Relations of Various Complexity
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    A minimally supervised machine learning framework is described for extracting relations of various complexity. Bootstrapping starts from a small set of n-ary relation instances as...
    Feiyu Xu, Hans Uszkoreit, Hong Li
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    NAACL
    2007
    75views Computational Linguistics» more  NAACL 2007»
    A Systematic Exploration of the Feature Space for Relation Extraction
    13 years 11 months ago
    A Systematic Exploration of the Feature Space for Relation Extraction
    Download  sifaka.cs.uiuc.edu
    Relation extraction is the task of finding semantic relations between entities from text. The state-of-the-art methods for relation extraction are mostly based on statistical lea...
    Jing Jiang, ChengXiang Zhai
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    ACL
    2009
    195views Computational Linguistics» more  ACL 2009»
    Distant supervision for relation extraction without labeled data
    13 years 8 months ago
    Distant supervision for relation extraction without labeled data
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    Modern models of relation extraction for tasks like ACE are based on supervised learning of relations from small hand-labeled corpora. We investigate an alternative paradigm that ...
    Mike Mintz, Steven Bills, Rion Snow, Daniel Jurafs...
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    IJCNLP
    2005
    Springer
    179views Natural Language Processing» more  IJCNLP 2005»
    Relation Extraction Using Support Vector Machine
    14 years 3 months ago
    Relation Extraction Using Support Vector Machine
    Download  www.aclweb.org
    This paper presents a supervised approach for relation extraction. We apply Support Vector Machines to detect and classify the relations in Automatic Content Extraction (ACE) corpu...
    Gum-Won Hong
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    SWAP
    2008
    215views Internet Technology» more  SWAP 2008»
    Combining Statistical Techniques and Lexico-syntactic Patterns for Semantic Relations Extraction from Text
    13 years 11 months ago
    Combining Statistical Techniques and Lexico-syntactic Patterns for Semantic Relations Extraction from Text
    Download  sunsite.informatik.rwth-aachen.de
    We describe here a methodology to combine two different techniques for Semantic Relation Extraction from texts. On the one hand, generic lexicosyntactic patterns are applied to the...
    Emiliano Giovannetti, Simone Marchi, Simonetta Mon...
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