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    ACL
    2007
    120views Computational Linguistics» more  ACL 2007»
    Bootstrapping a Stochastic Transducer for Arabic-English Transliteration Extraction
    13 years 6 months ago
    Bootstrapping a Stochastic Transducer for Arabic-English Transliteration Extraction
    Download  www.mt-archive.info
    We propose a bootstrapping approach to training a memoriless stochastic transducer for the task of extracting transliterations from an English-Arabic bitext. The transducer learns...
    Tarek Sherif, Grzegorz Kondrak
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    ACL
    2007
    106views Computational Linguistics» more  ACL 2007»
    Text Analysis for Automatic Image Annotation
    13 years 6 months ago
    Text Analysis for Automatic Image Annotation
    Download  www.cs.kuleuven.be
    Koen Deschacht, Marie-Francine Moens
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    ACL
    2007
    174views Computational Linguistics» more  ACL 2007»
    A Grammar-driven Convolution Tree Kernel for Semantic Role Classification
    13 years 6 months ago
    A Grammar-driven Convolution Tree Kernel for Semantic Role Classification
    Download  nlp.suda.edu.cn
    Convolution tree kernel has shown promising results in semantic role classification. However, it only carries out hard matching, which may lead to over-fitting and less accurate s...
    Min Zhang, Wanxiang Che, AiTi Aw, Chew Lim Tan, Gu...
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    ACL
    2007
    97views Computational Linguistics» more  ACL 2007»
    Japanese Dependency Parsing Using Sequential Labeling for Semi-spoken Language
    13 years 6 months ago
    Japanese Dependency Parsing Using Sequential Labeling for Semi-spoken Language
    Download  acl.ldc.upenn.edu
    The amount of documents directly published by end users is increasing along with the growth of Web 2.0. Such documents often contain spoken-style expressions, which are difficult...
    Kenji Imamura, Gen-ichiro Kikui, Norihito Yasuda
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    ACL
    2007
    122views Computational Linguistics» more  ACL 2007»
    Exploiting Syntactic and Shallow Semantic Kernels for Question Answer Classification
    13 years 6 months ago
    Exploiting Syntactic and Shallow Semantic Kernels for Question Answer Classification
    Download  www.ist-luna.eu
    Alessandro Moschitti, Silvia Quarteroni, Roberto B...
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    ACL
    2007
    128views Computational Linguistics» more  ACL 2007»
    Computing Lexical Chains with Graph Clustering
    13 years 6 months ago
    Computing Lexical Chains with Graph Clustering
    Download  aclweb.org
    This paper describes a new method for computing lexical chains. These are sequences of semantically related words that reflect a text’s cohesive structure. In contrast to previo...
    Olena Medelyan
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    ACL
    2007
    141views Computational Linguistics» more  ACL 2007»
    Fast Semantic Extraction Using a Novel Neural Network Architecture
    13 years 6 months ago
    Fast Semantic Extraction Using a Novel Neural Network Architecture
    Download  ronan.collobert.com
    We describe a novel neural network architecture for the problem of semantic role labeling. Many current solutions are complicated, consist of several stages and handbuilt features...
    Ronan Collobert, Jason Weston
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    ACL
    2007
    87views Computational Linguistics» more  ACL 2007»
    Extending MARIE: an N-gram-based SMT decoder
    13 years 6 months ago
    Extending MARIE: an N-gram-based SMT decoder
    Download  www.mt-archive.info
    In this paper we present several extensions of MARIE1 , a freely available N-gram-based statistical machine translation (SMT) decoder. The extensions mainly consist of the ability...
    Josep Maria Crego, José B. Mariño
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    ACL
    2007
    80views Computational Linguistics» more  ACL 2007»
    A fully Bayesian approach to unsupervised part-of-speech tagging
    13 years 6 months ago
    A fully Bayesian approach to unsupervised part-of-speech tagging
    Download  cocosci.berkeley.edu
    Unsupervised learning of linguistic structure is a difficult problem. A common approach is to define a generative model and maximize the probability of the hidden structure give...
    Sharon Goldwater, Tom Griffiths
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    ACL
    2007
    126views Computational Linguistics» more  ACL 2007»
    Generating a Table-of-Contents
    13 years 6 months ago
    Generating a Table-of-Contents
    Download  people.csail.mit.edu
    This paper presents a method for the automatic generation of a table-of-contents. This type of summary could serve as an effective navigation tool for accessing information in lon...
    S. R. K. Branavan, Pawan Deshpande, Regina Barzila...
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