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    » Improving Language Models by Clustering Training Sentences
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    VLSISP
    2010
    191views more  VLSISP 2010»
    Sign Language Phoneme Transcription with Rule-based Hand Trajectory Segmentation
    12 years 11 months ago
    Sign Language Phoneme Transcription with Rule-based Hand Trajectory Segmentation
    Download  www.ami-lab.org
    A common approach to extract phonemes of sign language is to use an unsupervised clustering algorithm to group the sign segments. However, simple clustering algorithms based on dis...
    W. W. Kong, Surendra Ranganath
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    EMNLP
    2008
    121views Natural Language Processing» more  EMNLP 2008»
    A Generative Model for Parsing Natural Language to Meaning Representations
    13 years 6 months ago
    A Generative Model for Parsing Natural Language to Meaning Representations
    Download  www.cs.washington.edu
    In this paper, we present an algorithm for learning a generative model of natural language sentences together with their formal meaning representations with hierarchical structure...
    Wei Lu, Hwee Tou Ng, Wee Sun Lee, Luke S. Zettlemo...
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    ACL
    2009
    160views Computational Linguistics» more  ACL 2009»
    Active Learning for Multilingual Statistical Machine Translation
    13 years 2 months ago
    Active Learning for Multilingual Statistical Machine Translation
    Download  aclweb.org
    Statistical machine translation (SMT) models require bilingual corpora for training, and these corpora are often multilingual with parallel text in multiple languages simultaneous...
    Gholamreza Haffari, Anoop Sarkar
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    PRIB
    2009
    Springer
    187views Bioinformatics» more  PRIB 2009»
    Semi-supervised Prediction of Protein Interaction Sentences Exploiting Semantically Encoded Metrics
    13 years 9 months ago
    Semi-supervised Prediction of Protein Interaction Sentences Exploiting Semantically Encoded Metrics
    Download  www.dcs.gla.ac.uk
    Protein-protein interaction (PPI) identification is an integral component of many biomedical research and database curation tools. Automation of this task through classification ...
    Tamara Polajnar, Mark A. Girolami
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    ACL
    2008
    168views Computational Linguistics» more  ACL 2008»
    Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation
    13 years 6 months ago
    Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation
    Download  www.aclweb.org
    In statistical language modeling, one technique to reduce the problematic effects of data sparsity is to partition the vocabulary into equivalence classes. In this paper we invest...
    Jakob Uszkoreit, Thorsten Brants
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