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    ACL
    2011
    260views Computational Linguistics» more  ACL 2011»
    A Bayesian Model for Unsupervised Semantic Parsing
    12 years 8 months ago
    A Bayesian Model for Unsupervised Semantic Parsing
    Download  people.mmci.uni-saarland.de
    We propose a non-parametric Bayesian model for unsupervised semantic parsing. Following Poon and Domingos (2009), we consider a semantic parsing setting where the goal is to (1) d...
    Ivan Titov, Alexandre Klementiev
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    ACL
    2011
    180views Computational Linguistics» more  ACL 2011»
    Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections
    12 years 8 months ago
    Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections
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    Dipanjan Das, Slav Petrov
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    ACL
    2011
    166views Computational Linguistics» more  ACL 2011»
    Unsupervised Decomposition of a Document into Authorial Components
    12 years 8 months ago
    Unsupervised Decomposition of a Document into Authorial Components
    Download  www.dershowitz.net
    We propose a novel unsupervised method for separating out distinct authorial components of a document. In particular, we show that, given a book artificially “munged” from two...
    Moshe Koppel, Navot Akiva, Idan Dershowitz, Nachum...
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    ACL
    2011
    204views Computational Linguistics» more  ACL 2011»
    Event Discovery in Social Media Feeds
    12 years 8 months ago
    Event Discovery in Social Media Feeds
    Download  people.csail.mit.edu
    We present a novel method for record extraction from social streams such as Twitter. Unlike typical extraction setups, these environments are characterized by short, one sentence ...
    Edward Benson, Aria Haghighi, Regina Barzilay
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    ACL
    2011
    223views Computational Linguistics» more  ACL 2011»
    A Class of Submodular Functions for Document Summarization
    12 years 8 months ago
    A Class of Submodular Functions for Document Summarization
    Download  ssli.ee.washington.edu
    We design a class of submodular functions meant for document summarization tasks. These functions each combine two terms, one which encourages the summary to be representative of ...
    Hui Lin, Jeff Bilmes
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    ACL
    2011
    204views Computational Linguistics» more  ACL 2011»
    Gappy Phrasal Alignment By Agreement
    12 years 8 months ago
    Gappy Phrasal Alignment By Agreement
    Download  www.eecs.berkeley.edu
    We propose a principled and efficient phraseto-phrase alignment model, useful in machine translation as well as other related natural language processing problems. In a hidden se...
    Mohit Bansal, Chris Quirk, Robert C. Moore
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    ACL
    2011
    174views Computational Linguistics» more  ACL 2011»
    Unsupervised Learning of Semantic Relation Composition
    12 years 8 months ago
    Unsupervised Learning of Semantic Relation Composition
    Download  www.aclweb.org
    Eduardo Blanco 0002, Dan I. Moldovan
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    ACL
    2011
    192views Computational Linguistics» more  ACL 2011»
    Learning Dependency-Based Compositional Semantics
    12 years 8 months ago
    Learning Dependency-Based Compositional Semantics
    Download  www.cs.berkeley.edu
    Compositional question answering begins by mapping questions to logical forms, but training a semantic parser to perform this mapping typically requires the costly annotation of t...
    Percy Liang, Michael I. Jordan, Dan Klein
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    ACL
    2011
    154views Computational Linguistics» more  ACL 2011»
    Dynamic Programming Algorithms for Transition-Based Dependency Parsers
    12 years 8 months ago
    Dynamic Programming Algorithms for Transition-Based Dependency Parsers
    Download  www.grupocole.org
    Marco Kuhlmann, Carlos Gómez-Rodrígu...
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    ACL
    2011
    164views Computational Linguistics» more  ACL 2011»
    Contrasting Opposing Views of News Articles on Contentious Issues
    12 years 8 months ago
    Contrasting Opposing Views of News Articles on Contentious Issues
    Download  nclab.kaist.ac.kr
    We present disputant relation-based method for classifying news articles on contentious issues. We observe that the disputants of a contention are an important feature for underst...
    Souneil Park, Kyung Soon Lee, Junehwa Song
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