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    COLING
    2008
    146views Computational Linguistics» more  COLING 2008»
    A Supervised Algorithm for Verb Disambiguation into VerbNet Classes
    13 years 6 months ago
    A Supervised Algorithm for Verb Disambiguation into VerbNet Classes
    Download  www.cs.huji.ac.il
    VerbNet (VN) is a major large-scale English verb lexicon. Mapping verb instances to their VN classes has been proven useful for several NLP tasks. However, verbs are polysemous wi...
    Omri Abend, Roi Reichart, Ari Rappoport
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    COLING
    2008
    151views Computational Linguistics» more  COLING 2008»
    An Improved Hierarchical Bayesian Model of Language for Document Classification
    13 years 6 months ago
    An Improved Hierarchical Bayesian Model of Language for Document Classification
    Download  www.aclweb.org
    This paper addresses the fundamental problem of document classification, and we focus attention on classification problems where the classes are mutually exclusive. In the course ...
    Ben Allison
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    COLING
    2008
    175views Computational Linguistics» more  COLING 2008»
    Parsing the SynTagRus Treebank of Russian
    13 years 6 months ago
    Parsing the SynTagRus Treebank of Russian
    Download  www.aclweb.org
    We present the first results on parsing the SYNTAGRUS treebank of Russian with a data-driven dependency parser, achieving a labeled attachment score of over 82% and an unlabeled a...
    Joakim Nivre, Igor Boguslavsky, Leonid L. Iomdin
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    COLING
    2008
    169views Computational Linguistics» more  COLING 2008»
    Normalizing SMS: are Two Metaphors Better than One ?
    13 years 6 months ago
    Normalizing SMS: are Two Metaphors Better than One ?
    Download  www.aclweb.org
    Electronic written texts used in computermediated interactions (e-mails, blogs, chats, etc) present major deviations from the norm of the language. This paper presents an comparat...
    Catherine Kobus, François Yvon, Géra...
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    COLING
    2008
    137views Computational Linguistics» more  COLING 2008»
    Exploiting Constituent Dependencies for Tree Kernel-Based Semantic Relation Extraction
    13 years 6 months ago
    Exploiting Constituent Dependencies for Tree Kernel-Based Semantic Relation Extraction
    Download  www.aclweb.org
    This paper proposes a new approach to dynamically determine the tree span for tree kernel-based semantic relation extraction. It exploits constituent dependencies to keep the node...
    Longhua Qian, Guodong Zhou, Fang Kong, Qiaoming Zh...
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    COLING
    2008
    163views Computational Linguistics» more  COLING 2008»
    Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation
    13 years 6 months ago
    Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation
    Download  research.microsoft.com
    Words in Chinese text are not naturally separated by delimiters, which poses a challenge to standard machine translation (MT) systems. In MT, the widely used approach is to apply ...
    Jia Xu, Jianfeng Gao, Kristina Toutanova, Hermann ...
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    COLING
    2008
    122views Computational Linguistics» more  COLING 2008»
    Dependency-Based N-Gram Models for General Purpose Sentence Realisation
    13 years 6 months ago
    Dependency-Based N-Gram Models for General Purpose Sentence Realisation
    Download  www.computing.dcu.ie
    Yuqing Guo, Josef van Genabith, Haifeng Wang
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    COLING
    2008
    110views Computational Linguistics» more  COLING 2008»
    A Method for Automatic POS Guessing of Chinese Unknown Words
    13 years 6 months ago
    A Method for Automatic POS Guessing of Chinese Unknown Words
    Download  www.aclweb.org
    This paper proposes a method for automatic POS (part-of-speech) guessing of Chinese unknown words. It contains two models. The first model uses a machinelearning method to predict...
    Likun Qiu, Changjian Hu, Kai Zhao
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    COLING
    2008
    150views Computational Linguistics» more  COLING 2008»
    Authorship Attribution and Verification with Many Authors and Limited Data
    13 years 6 months ago
    Authorship Attribution and Verification with Many Authors and Limited Data
    Download  www.aclweb.org
    Most studies in statistical or machine learning based authorship attribution focus on two or a few authors. This leads to an overestimation of the importance of the features extra...
    Kim Luyckx, Walter Daelemans
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    COLING
    2008
    178views Computational Linguistics» more  COLING 2008»
    On Robustness and Domain Adaptation using SVD for Word Sense Disambiguation
    13 years 6 months ago
    On Robustness and Domain Adaptation using SVD for Word Sense Disambiguation
    Download  www.aclweb.org
    In this paper we explore robustness and domain adaptation issues for Word Sense Disambiguation (WSD) using Singular Value Decomposition (SVD) and unlabeled data. We focus on the s...
    Eneko Agirre, Oier Lopez de Lacalle
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