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    EMNLP
    2008
    109views Natural Language Processing» more  EMNLP 2008»
    Seeded Discovery of Base Relations in Large Corpora
    13 years 9 months ago
    Seeded Discovery of Base Relations in Large Corpora
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    Relationship discovery is the task of identifying salient relationships between named entities in text. We propose novel approaches for two sub-tasks of the problem: identifying t...
    Nicholas Andrews, Naren Ramakrishnan
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    EMNLP
    2008
    127views Natural Language Processing» more  EMNLP 2008»
    Improving Chinese Semantic Role Classification with Hierarchical Feature Selection Strategy
    13 years 9 months ago
    Improving Chinese Semantic Role Classification with Hierarchical Feature Selection Strategy
    Download  www.aclweb.org
    In recent years, with the development of Chinese semantically annotated corpus, such as Chinese Proposition Bank and Normalization Bank, the Chinese semantic role labeling (SRL) t...
    Weiwei Ding, Baobao Chang
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    EMNLP
    2008
    117views Natural Language Processing» more  EMNLP 2008»
    Stacking Dependency Parsers
    13 years 9 months ago
    Stacking Dependency Parsers
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    We explore a stacked framework for learning to predict dependency structures for natural language sentences. A typical approach in graph-based dependency parsing has been to assum...
    André F. T. Martins, Dipanjan Das, Noah A. ...
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    EMNLP
    2008
    139views Natural Language Processing» more  EMNLP 2008»
    Revealing the Structure of Medical Dictations with Conditional Random Fields
    13 years 9 months ago
    Revealing the Structure of Medical Dictations with Conditional Random Fields
    Download  www.aclweb.org
    Automatic processing of medical dictations poses a significant challenge. We approach the problem by introducing a statistical framework capable of identifying types and boundarie...
    Jeremy Jancsary, Johannes Matiasek, Harald Trost
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    EMNLP
    2008
    199views Natural Language Processing» more  EMNLP 2008»
    Acquiring Domain-Specific Dialog Information from Task-Oriented Human-Human Interaction through an Unsupervised Learning
    13 years 9 months ago
    Acquiring Domain-Specific Dialog Information from Task-Oriented Human-Human Interaction through an Unsupervised Learning
    Download  www.aclweb.org
    We describe an approach for acquiring the domain-specific dialog knowledge required to configure a task-oriented dialog system that uses human-human interaction data. The key aspe...
    Ananlada Chotimongkol, Alexander I. Rudnicky
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    EMNLP
    2008
    140views Natural Language Processing» more  EMNLP 2008»
    Phrase Translation Probabilities with ITG Priors and Smoothing as Learning Objective
    13 years 9 months ago
    Phrase Translation Probabilities with ITG Priors and Smoothing as Learning Objective
    Download  staff.science.uva.nl
    The conditional phrase translation probabilities constitute the principal components of phrase-based machine translation systems. These probabilities are estimated using a heurist...
    Markos Mylonakis, Khalil Sima'an
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    EMNLP
    2008
    95views Natural Language Processing» more  EMNLP 2008»
    Bayesian Unsupervised Topic Segmentation
    13 years 9 months ago
    Bayesian Unsupervised Topic Segmentation
    Download  people.csail.mit.edu
    This paper describes a novel Bayesian approach to unsupervised topic segmentation. Unsupervised systems for this task are driven by lexical cohesion: the tendency of wellformed se...
    Jacob Eisenstein, Regina Barzilay
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    EMNLP
    2008
    102views Natural Language Processing» more  EMNLP 2008»
    Improving Interactive Machine Translation via Mouse Actions
    13 years 9 months ago
    Improving Interactive Machine Translation via Mouse Actions
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    Although Machine Translation (MT) is a very active research field which is receiving an increasing amount of attention from the research community, the results that current MT sys...
    Germán Sanchis-Trilles, Daniel Ortiz-Mart&i...
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    EMNLP
    2008
    125views Natural Language Processing» more  EMNLP 2008»
    Better Binarization for the CKY Parsing
    13 years 9 months ago
    Better Binarization for the CKY Parsing
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    We present a study on how grammar binarization empirically affects the efficiency of the CKY parsing. We argue that binarizations affect parsing efficiency primarily by affecting ...
    Xinying Song, Shilin Ding, Chin-Yew Lin
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    EMNLP
    2008
    174views Natural Language Processing» more  EMNLP 2008»
    Learning to Predict Code-Switching Points
    13 years 9 months ago
    Learning to Predict Code-Switching Points
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    Predicting possible code-switching points can help develop more accurate methods for automatically processing mixed-language text, such as multilingual language models for speech ...
    Thamar Solorio, Yang Liu
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