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    EMNLP
    2006
    119views Natural Language Processing» more  EMNLP 2006»
    SPMT: Statistical Machine Translation with Syntactified Target Language Phrases
    13 years 6 months ago
    SPMT: Statistical Machine Translation with Syntactified Target Language Phrases
    Download  www.mt-archive.info
    We introduce SPMT, a new class of statistical Translation Models that use Syntactified target language Phrases. The SPMT models outperform a state of the art phrase-based baseline...
    Daniel Marcu, Wei Wang, Abdessamad Echihabi, Kevin...
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    EMNLP
    2006
    105views Natural Language Processing» more  EMNLP 2006»
    A Skip-Chain Conditional Random Field for Ranking Meeting Utterances by Importance
    13 years 6 months ago
    A Skip-Chain Conditional Random Field for Ranking Meeting Utterances by Importance
    Download  nlp.stanford.edu
    We describe a probabilistic approach to content selection for meeting summarization. We use skipchain Conditional Random Fields (CRF) to model non-local pragmatic dependencies bet...
    Michel Galley
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    EMNLP
    2006
    87views Natural Language Processing» more  EMNLP 2006»
    Protein folding and chart parsing
    13 years 6 months ago
    Protein folding and chart parsing
    Download  www.aclweb.org
    How can proteins fold so quickly into their unique native structures? We show here that there is a natural analogy between parsing and the protein folding problem, and demonstrate...
    Julia Hockenmaier, Aravind K. Joshi, Ken A. Dill
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    EMNLP
    2006
    139views Natural Language Processing» more  EMNLP 2006»
    Lexical Reference: a Semantic Matching Subtask
    13 years 6 months ago
    Lexical Reference: a Semantic Matching Subtask
    Download  acl.ldc.upenn.edu
    Semantic lexical matching is a prominent subtask within text understanding applications. Yet, it is rarely evaluated in a direct manner. This paper proposes a definition for lexic...
    Oren Glickman, Eyal Shnarch, Ido Dagan
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    EMNLP
    2006
    107views Natural Language Processing» more  EMNLP 2006»
    Re-evaluating Machine Translation Results with Paraphrase Support
    13 years 6 months ago
    Re-evaluating Machine Translation Results with Paraphrase Support
    Download  www.isi.edu
    In this paper, we present ParaEval, an automatic evaluation framework that uses paraphrases to improve the quality of machine translation evaluations. Previous work has focused on...
    Liang Zhou, Chin-Yew Lin, Eduard H. Hovy
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    EMNLP
    2006
    83views Natural Language Processing» more  EMNLP 2006»
    Corrective Models for Speech Recognition of Inflected Languages
    13 years 6 months ago
    Corrective Models for Speech Recognition of Inflected Languages
    Download  malach.umiacs.umd.edu
    This paper presents a corrective model for speech recognition of inflected languages. The model, based on a discriminative framework, incorporates word ngrams features as well as ...
    Izhak Shafran, Keith Hall
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    EMNLP
    2006
    99views Natural Language Processing» more  EMNLP 2006»
    Two graph-based algorithms for state-of-the-art WSD
    13 years 6 months ago
    Two graph-based algorithms for state-of-the-art WSD
    Download  acl.ldc.upenn.edu
    This paper explores the use of two graph algorithms for unsupervised induction and tagging of nominal word senses based on corpora. Our main contribution is the optimization of th...
    Eneko Agirre, David Martínez, Oier Lopez de...
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    EMNLP
    2006
    129views Natural Language Processing» more  EMNLP 2006»
    Context-Dependent Term Relations for Information Retrieval
    13 years 6 months ago
    Context-Dependent Term Relations for Information Retrieval
    Download  www.iro.umontreal.ca
    Co-occurrence analysis has been used to determine related words or terms in many NLP-related applications such as query expansion in Information Retrieval (IR). However, related w...
    Jing Bai, Jian-Yun Nie, Guihong Cao
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    EMNLP
    2006
    128views Natural Language Processing» more  EMNLP 2006»
    Statistical Machine Reordering
    13 years 6 months ago
    Statistical Machine Reordering
    Download  www.lsi.upc.edu
    Reordering is currently one of the most important problems in statistical machine translation systems. This paper presents a novel strategy for dealing with it: statistical machin...
    Marta R. Costa-Jussà, José A. R. Fon...
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    EMNLP
    2006
    93views Natural Language Processing» more  EMNLP 2006»
    Random Indexing using Statistical Weight Functions
    13 years 6 months ago
    Random Indexing using Statistical Weight Functions
    Download  www.cs.usyd.edu.au
    Random Indexing is a vector space technique that provides an efficient and scalable approximation to distributional similarity problems. We present experiments showing Random Inde...
    James Gorman, James R. Curran
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