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    ACL
    2009
    81views Computational Linguistics» more  ACL 2009»
    Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem
    13 years 9 months ago
    Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem
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    An efficient decoding algorithm is a crucial element of any statistical machine translation system. Some researchers have noted certain similarities between SMT decoding and the f...
    Mikhail Zaslavskiy, Marc Dymetman, Nicola Cancedda
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    ACL
    2009
    149views Computational Linguistics» more  ACL 2009»
    Cross Language Dependency Parsing using a Bilingual Lexicon
    13 years 9 months ago
    Cross Language Dependency Parsing using a Bilingual Lexicon
    Download  www.aclweb.org
    This paper proposes an approach to enhance dependency parsing in a language by using a translated treebank from another language. A simple statistical machine translation method, ...
    Hai Zhao, Yan Song, Chunyu Kit, Guodong Zhou
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    ACL
    2009
    133views Computational Linguistics» more  ACL 2009»
    Reducing the Annotation Effort for Letter-to-Phoneme Conversion
    13 years 9 months ago
    Reducing the Annotation Effort for Letter-to-Phoneme Conversion
    Download  www.aclweb.org
    Letter-to-phoneme (L2P) conversion is the process of producing a correct phoneme sequence for a word, given its letters. It is often desirable to reduce the quantity of training d...
    Kenneth Dwyer, Grzegorz Kondrak
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    ACL
    2009
    134views Computational Linguistics» more  ACL 2009»
    Quadratic-Time Dependency Parsing for Machine Translation
    13 years 9 months ago
    Quadratic-Time Dependency Parsing for Machine Translation
    Download  nlp.stanford.edu
    Efficiency is a prime concern in syntactic MT decoding, yet significant developments in statistical parsing with respect to asymptotic efficiency haven't yet been explored in...
    Michel Galley, Christopher D. Manning
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    ACL
    2009
    128views Computational Linguistics» more  ACL 2009»
    Learning to Tell Tales: A Data-driven Approach to Story Generation
    13 years 9 months ago
    Learning to Tell Tales: A Data-driven Approach to Story Generation
    Download  www.aclweb.org
    Computational story telling has sparked great interest in artificial intelligence, partly because of its relevance to educational and gaming applications. Traditionally, story gen...
    Neil McIntyre, Mirella Lapata
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    ACL
    2009
    113views Computational Linguistics» more  ACL 2009»
    Robust Machine Translation Evaluation with Entailment Features
    13 years 9 months ago
    Robust Machine Translation Evaluation with Entailment Features
    Download  www.nlpado.de
    Existing evaluation metrics for machine translation lack crucial robustness: their correlations with human quality judgments vary considerably across languages and genres. We beli...
    Sebastian Padó, Michel Galley, Daniel Juraf...
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    ACL
    2009
    111views Computational Linguistics» more  ACL 2009»
    Setting Up User Action Probabilities in User Simulations for Dialog System Development
    13 years 9 months ago
    Setting Up User Action Probabilities in User Simulations for Dialog System Development
    Download  www.aclweb.org
    User simulations are shown to be useful in spoken dialog system development. Since most current user simulations deploy probability models to mimic human user behaviors, how to se...
    Hua Ai, Diane J. Litman
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    ACL
    2009
    93views Computational Linguistics» more  ACL 2009»
    Knowing the Unseen: Estimating Vocabulary Size over Unseen Samples
    13 years 9 months ago
    Knowing the Unseen: Estimating Vocabulary Size over Unseen Samples
    Download  www.aclweb.org
    Empirical studies on corpora involve making measurements of several quantities for the purpose of comparing corpora, creating language models or to make generalizations about spec...
    Suma Bhat, Richard Sproat
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    ACL
    2009
    89views Computational Linguistics» more  ACL 2009»
    Variational Decoding for Statistical Machine Translation
    13 years 9 months ago
    Variational Decoding for Statistical Machine Translation
    Download  www.cs.jhu.edu
    Statistical models in machine translation exhibit spurious ambiguity. That is, the probability of an output string is split among many distinct derivations (e.g., trees or segment...
    Zhifei Li, Jason Eisner, Sanjeev Khudanpur
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    ACL
    2009
    86views Computational Linguistics» more  ACL 2009»
    A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation
    13 years 9 months ago
    A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation
    Download  www.aclweb.org
    The tree sequence based translation model allows the violation of syntactic boundaries in a rule to capture non-syntactic phrases, where a tree sequence is a contiguous sequence o...
    Jun Sun, Min Zhang, Chew Lim Tan
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