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    ACL
    2009
    146views Computational Linguistics» more  ACL 2009»
    Do Automatic Annotation Techniques Have Any Impact on Supervised Complex Question Answering?
    13 years 7 months ago
    Do Automatic Annotation Techniques Have Any Impact on Supervised Complex Question Answering?
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    In this paper, we analyze the impact of different automatic annotation methods on the performance of supervised approaches to the complex question answering problem (defined in th...
    Yllias Chali, Sadid A. Hasan, Shafiq R. Joty
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    ACL
    2009
    128views Computational Linguistics» more  ACL 2009»
    Revisiting Pivot Language Approach for Machine Translation
    13 years 7 months ago
    Revisiting Pivot Language Approach for Machine Translation
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    This paper revisits the pivot language approach for machine translation. First, we investigate three different methods for pivot translation. Then we employ a hybrid method combin...
    Hua Wu, Haifeng Wang
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    ACL
    2009
    129views Computational Linguistics» more  ACL 2009»
    Employing Topic Models for Pattern-based Semantic Class Discovery
    13 years 7 months ago
    Employing Topic Models for Pattern-based Semantic Class Discovery
    Download  research.microsoft.com
    A semantic class is a collection of items (words or phrases) which have semantically peer or sibling relationship. This paper studies the employment of topic models to automatical...
    Huibin Zhang, Mingjie Zhu, Shuming Shi, Ji-Rong We...
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    ACL
    2009
    121views Computational Linguistics» more  ACL 2009»
    Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices
    13 years 7 months ago
    Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices
    Download  aclweb.org
    Minimum Error Rate Training (MERT) and Minimum Bayes-Risk (MBR) decoding are used in most current state-of-theart Statistical Machine Translation (SMT) systems. The algorithms wer...
    Shankar Kumar, Wolfgang Macherey, Chris Dyer, Fran...
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    ACL
    2009
    81views Computational Linguistics» more  ACL 2009»
    Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem
    13 years 7 months ago
    Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem
    Download  www.aclweb.org
    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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