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    ACL
    2006
    100views Computational Linguistics» more  ACL 2006»
    Factoring Synchronous Grammars by Sorting
    13 years 11 months ago
    Factoring Synchronous Grammars by Sorting
    Download  www.cs.rochester.edu
    Synchronous Context-Free Grammars (SCFGs) have been successfully exploited as translation models in machine translation applications. When parsing with an SCFG, computational comp...
    Daniel Gildea, Giorgio Satta, Hao Zhang
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    ACL
    2006
    162views Computational Linguistics» more  ACL 2006»
    MAGEAD: A Morphological Analyzer and Generator for the Arabic Dialects
    13 years 11 months ago
    MAGEAD: A Morphological Analyzer and Generator for the Arabic Dialects
    Download  www.mt-archive.info
    We present MAGEAD, a morphological analyzer and generator for the Arabic language family. Our work is novel in that it explicitly addresses the need for processing the morphology ...
    Nizar Habash, Owen Rambow
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    ACL
    2006
    110views Computational Linguistics» more  ACL 2006»
    Reduced n-gram Models for English and Chinese Corpora
    13 years 11 months ago
    Reduced n-gram Models for English and Chinese Corpora
    Download  acl.ldc.upenn.edu
    Statistical language models should improve as the size of the n-grams increases from 3 to 5 or higher. However, the number of parameters and calculations, and the storage requirem...
    Le Quan Ha, Philip Hanna, Darryl Stewart, F. Jack ...
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    ACL
    2006
    125views Computational Linguistics» more  ACL 2006»
    Segment-Based Hidden Markov Models for Information Extraction
    13 years 11 months ago
    Segment-Based Hidden Markov Models for Information Extraction
    Download  acl.ldc.upenn.edu
    Hidden Markov models (HMMs) are powerful statistical models that have found successful applications in Information Extraction (IE). In current approaches to applying HMMs to IE, a...
    Zhenmei Gu, Nick Cercone
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    ACL
    2006
    195views Computational Linguistics» more  ACL 2006»
    Conceptual Coherence in the Generation of Referring Expressions
    13 years 11 months ago
    Conceptual Coherence in the Generation of Referring Expressions
    Download  www.csd.abdn.ac.uk
    One of the challenges in the automatic generation of referring expressions is to identify a set of domain entities coherently, that is, from the same conceptual perspective. We de...
    Albert Gatt, Kees van Deemter
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    ACL
    2006
    131views Computational Linguistics» more  ACL 2006»
    Coreference Handling in XMG
    13 years 11 months ago
    Coreference Handling in XMG
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    We claim that existing specification languages for tree based grammars fail to adequately support identifier managment. We then show that XMG (eXtensible MetaGrammar) provides a s...
    Claire Gardent, Yannick Parmentier
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    ACL
    2006
    147views Computational Linguistics» more  ACL 2006»
    Approximation Lasso Methods for Language Modeling
    13 years 11 months ago
    Approximation Lasso Methods for Language Modeling
    Download  research.microsoft.com
    Lasso is a regularization method for parameter estimation in linear models. It optimizes the model parameters with respect to a loss function subject to model complexities. This p...
    Jianfeng Gao, Hisami Suzuki, Bin Yu
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    ACL
    2006
    106views Computational Linguistics» more  ACL 2006»
    Scalable Inference and Training of Context-Rich Syntactic Translation Models
    13 years 11 months ago
    Scalable Inference and Training of Context-Rich Syntactic Translation Models
    Download  www.isi.edu
    Statistical MT has made great progress in the last few years, but current translation models are weak on re-ordering and target language fluency. Syntactic approaches seek to reme...
    Michel Galley, Jonathan Graehl, Kevin Knight, Dani...
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    ACL
    2006
    145views Computational Linguistics» more  ACL 2006»
    Robust Word Sense Translation by EM Learning of Frame Semantics
    13 years 11 months ago
    Robust Word Sense Translation by EM Learning of Frame Semantics
    Download  acl.ldc.upenn.edu
    We propose a robust method of automatically constructing a bilingual word sense dictionary from readily available monolingual ontologies by using estimation-maximization, without ...
    Pascale Fung, Benfeng Chen
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    ACL
    2006
    97views Computational Linguistics» more  ACL 2006»
    Semi-Supervised Learning of Partial Cognates Using Bilingual Bootstrapping
    13 years 11 months ago
    Semi-Supervised Learning of Partial Cognates Using Bilingual Bootstrapping
    Download  www.site.uottawa.ca
    Partial cognates are pairs of words in two languages that have the same meaning in some, but not all contexts. Detecting the actual meaning of a partial cognate in context can be ...
    Oana Frunza, Diana Zaiu Inkpen
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