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    EMNLP
    2009
    99views Natural Language Processing» more  EMNLP 2009»
    A Syntactified Direct Translation Model with Linear-time Decoding
    13 years 2 months ago
    A Syntactified Direct Translation Model with Linear-time Decoding
    Download  aclweb.org
    Recent syntactic extensions of statistical translation models work with a synchronous context-free or tree-substitution grammar extracted from an automatically parsed parallel cor...
    Hany Hassan, Khalil Sima'an, Andy Way
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    EMNLP
    2009
    121views Natural Language Processing» more  EMNLP 2009»
    Semi-supervised Speech Act Recognition in Emails and Forums
    13 years 2 months ago
    Semi-supervised Speech Act Recognition in Emails and Forums
    Download  www.aclweb.org
    In this paper, we present a semi-supervised method for automatic speech act recognition in email and forums. The major challenge of this task is due to lack of labeled data in the...
    Minwoo Jeong, Chin-Yew Lin, Gary Geunbae Lee
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    EMNLP
    2009
    146views Natural Language Processing» more  EMNLP 2009»
    Segmenting Email Message Text into Zones
    13 years 2 months ago
    Segmenting Email Message Text into Zones
    Download  zebra.thoughtlets.org
    In the early days of email, widely-used conventions for indicating quoted reply content and email signatures made it easy to segment email messages into their functional parts. To...
    Andrew Lampert, Robert Dale, Cécile Paris
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    EMNLP
    2009
    121views Natural Language Processing» more  EMNLP 2009»
    Web-Scale Distributional Similarity and Entity Set Expansion
    13 years 2 months ago
    Web-Scale Distributional Similarity and Entity Set Expansion
    Download  www.aclweb.org
    Computing the pairwise semantic similarity between all words on the Web is a computationally challenging task. Parallelization and optimizations are necessary. We propose a highly...
    Patrick Pantel, Eric Crestan, Arkady Borkovsky, An...
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    EMNLP
    2009
    144views Natural Language Processing» more  EMNLP 2009»
    Projecting Parameters for Multilingual Word Sense Disambiguation
    13 years 2 months ago
    Projecting Parameters for Multilingual Word Sense Disambiguation
    Download  www.cse.iitb.ac.in
    We report in this paper a way of doing Word Sense Disambiguation (WSD) that has its origin in multilingual MT and that is cognizant of the fact that parallel corpora, wordnets and...
    Mitesh M. Khapra, Sapan Shah, Piyush Kedia, Pushpa...
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    EMNLP
    2009
    165views Natural Language Processing» more  EMNLP 2009»
    Automatically Evaluating Content Selection in Summarization without Human Models
    13 years 2 months ago
    Automatically Evaluating Content Selection in Summarization without Human Models
    Download  www.aclweb.org
    We present a fully automatic method for content selection evaluation in summarization that does not require the creation of human model summaries. Our work capitalizes on the assu...
    Annie Louis, Ani Nenkova
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    EMNLP
    2009
    152views Natural Language Processing» more  EMNLP 2009»
    Improved Statistical Machine Translation Using Monolingually-Derived Paraphrases
    13 years 2 months ago
    Improved Statistical Machine Translation Using Monolingually-Derived Paraphrases
    Download  www.cs.jhu.edu
    Untranslated words still constitute a major problem for Statistical Machine Translation (SMT), and current SMT systems are limited by the quantity of parallel training texts. Augm...
    Yuval Marton, Chris Callison-Burch, Philip Resnik
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    EMNLP
    2009
    141views Natural Language Processing» more  EMNLP 2009»
    Semi-Supervised Learning for Semantic Relation Classification using Stratified Sampling Strategy
    13 years 2 months ago
    Semi-Supervised Learning for Semantic Relation Classification using Stratified Sampling Strategy
    Download  www.aclweb.org
    This paper presents a new approach to selecting the initial seed set using stratified sampling strategy in bootstrapping-based semi-supervised learning for semantic relation class...
    Longhua Qian, Guodong Zhou, Fang Kong, Qiaoming Zh...
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    EMNLP
    2009
    159views Natural Language Processing» more  EMNLP 2009»
    Polylingual Topic Models
    13 years 2 months ago
    Polylingual Topic Models
    Download  www.cs.umass.edu
    Topic models are a useful tool for analyzing large text collections, but have previously been applied in only monolingual, or at most bilingual, contexts. Meanwhile, massive colle...
    David M. Mimno, Hanna M. Wallach, Jason Naradowsky...
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    EMNLP
    2009
    104views Natural Language Processing» more  EMNLP 2009»
    Supervised and Unsupervised Methods in Employing Discourse Relations for Improving Opinion Polarity Classification
    13 years 2 months ago
    Supervised and Unsupervised Methods in Employing Discourse Relations for Improving Opinion Polarity Classification
    Download  www.cs.pitt.edu
    This work investigates design choices in modeling a discourse scheme for improving opinion polarity classification. For this, two diverse global inference paradigms are used: a su...
    Swapna Somasundaran, Galileo Namata, Janyce Wiebe,...
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