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    ACL
    2007
    116views Computational Linguistics» more  ACL 2007»
    A Discriminative Syntactic Word Order Model for Machine Translation
    13 years 6 months ago
    A Discriminative Syntactic Word Order Model for Machine Translation
    Download  nlp.stanford.edu
    We present a global discriminative statistical word order model for machine translation. Our model combines syntactic movement and surface movement information, and is discriminat...
    Pi-Chuan Chang, Kristina Toutanova
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    ACL
    2008
    183views Computational Linguistics» more  ACL 2008»
    Exploiting Feature Hierarchy for Transfer Learning in Named Entity Recognition
    13 years 6 months ago
    Exploiting Feature Hierarchy for Transfer Learning in Named Entity Recognition
    Download  www.cs.cmu.edu
    We present a novel hierarchical prior structure for supervised transfer learning in named entity recognition, motivated by the common structure of feature spaces for this task acr...
    Andrew Arnold, Ramesh Nallapati, William W. Cohen
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    ACL
    2008
    108views Computational Linguistics» more  ACL 2008»
    Hedge Classification in Biomedical Texts with a Weakly Supervised Selection of Keywords
    13 years 6 months ago
    Hedge Classification in Biomedical Texts with a Weakly Supervised Selection of Keywords
    Download  www.aclweb.org
    Since facts or statements in a hedge or negated context typically appear as false positives, the proper handling of these language phenomena is of great importance in biomedical t...
    György Szarvas
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    ACL
    2008
    173views Computational Linguistics» more  ACL 2008»
    Combining Multiple Resources to Improve SMT-based Paraphrasing Model
    13 years 6 months ago
    Combining Multiple Resources to Improve SMT-based Paraphrasing Model
    Download  www.aclweb.org
    This paper proposes a novel method that exploits multiple resources to improve statistical machine translation (SMT) based paraphrasing. In detail, a phrasal paraphrase table and ...
    Shiqi Zhao, Cheng Niu, Ming Zhou, Ting Liu, Sheng ...
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    ACL
    2007
    121views Computational Linguistics» more  ACL 2007»
    Detecting Semantic Relations between Named Entities in Text Using Contextual Features
    13 years 6 months ago
    Detecting Semantic Relations between Named Entities in Text Using Contextual Features
    Download  acl.ldc.upenn.edu
    This paper proposes a supervised learning method for detecting a semantic relation between a given pair of named entities, which may be located in different sentences. The method ...
    Toru Hirano, Yoshihiro Matsuo, Gen-ichiro Kikui
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    ACL
    2008
    175views Computational Linguistics» more  ACL 2008»
    Applying Morphology Generation Models to Machine Translation
    13 years 6 months ago
    Applying Morphology Generation Models to Machine Translation
    Download  www.aclweb.org
    We improve the quality of statistical machine translation (SMT) by applying models that predict word forms from their stems using extensive morphological and syntactic information...
    Kristina Toutanova, Hisami Suzuki, Achim Ruopp
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    ACL
    2008
    110views Computational Linguistics» more  ACL 2008»
    Evaluating a Crosslinguistic Grammar Resource: A Case Study of Wambaya
    13 years 6 months ago
    Evaluating a Crosslinguistic Grammar Resource: A Case Study of Wambaya
    Download  aclweb.org
    This paper evaluates the LinGO Grammar Matrix, a cross-linguistic resource for the development of precision broad coverage grammars, by applying it to the Australian language Wamb...
    Emily M. Bender
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    ACL
    2007
    135views Computational Linguistics» more  ACL 2007»
    Learning to Extract Relations from the Web using Minimal Supervision
    13 years 6 months ago
    Learning to Extract Relations from the Web using Minimal Supervision
    Download  www.cs.utexas.edu
    We present a new approach to relation extraction that requires only a handful of training examples. Given a few pairs of named entities known to exhibit or not exhibit a particula...
    Razvan C. Bunescu, Raymond J. Mooney
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    ACL
    2008
    149views Computational Linguistics» more  ACL 2008»
    Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution
    13 years 6 months ago
    Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution
    Download  l2r.cs.uiuc.edu
    This paper studies textual inference by investigating comma structures, which are highly frequent elements whose major role in the extraction of semantic relations has not been hi...
    Vivek Srikumar, Roi Reichart, Mark Sammons, Ari Ra...
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    ACL
    2007
    121views Computational Linguistics» more  ACL 2007»
    Constituent Parsing with Incremental Sigmoid Belief Networks
    13 years 6 months ago
    Constituent Parsing with Incremental Sigmoid Belief Networks
    Download  homepages.inf.ed.ac.uk
    We introduce a framework for syntactic parsing with latent variables based on a form of dynamic Sigmoid Belief Networks called Incremental Sigmoid Belief Networks. We demonstrate ...
    Ivan Titov, James Henderson
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