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    ACL
    2003
    105views Computational Linguistics» more  ACL 2003»
    Closing the Gap: Learning-Based Information Extraction Rivaling Knowledge-Engineering Methods
    14 years 2 months ago
    Closing the Gap: Learning-Based Information Extraction Rivaling Knowledge-Engineering Methods
    Download  www.comp.nus.edu.sg
    In this paper, we present a learning approach to the scenario template task of information extraction, where information filling one template could come from multiple sentences. ...
    Hai Leong Chieu, Hwee Tou Ng, Yoong Keok Lee
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    ACL
    2003
    160views Computational Linguistics» more  ACL 2003»
    A Probability Model to Improve Word Alignment
    14 years 2 months ago
    A Probability Model to Improve Word Alignment
    Download  acl.ldc.upenn.edu
    Word alignment plays a crucial role in statistical machine translation. Word-aligned corpora have been found to be an excellent source of translation-related knowledge. We present...
    Colin Cherry, Dekang Lin
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    ACL
    2003
    97views Computational Linguistics» more  ACL 2003»
    Uncertainty Reduction in Collaborative Bootstrapping: Measure and Algorithm
    14 years 2 months ago
    Uncertainty Reduction in Collaborative Bootstrapping: Measure and Algorithm
    Download  research.microsoft.com
    This paper proposes the use of uncertainty reduction in machine learning methods such as co-training and bilingual bootstrapping, which are referred to, in a general term, as ‘c...
    Yunbo Cao, Hang Li, Li Lian
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    ACL
    2003
    113views Computational Linguistics» more  ACL 2003»
    Integrating Discourse Markers into a Pipelined Natural Language Generation Architecture
    14 years 2 months ago
    Integrating Discourse Markers into a Pipelined Natural Language Generation Architecture
    Download  acl.ldc.upenn.edu
    Pipelined Natural Language Generation (NLG) systems have grown increasingly complex as architectural modules were added to support language functionalities such as referring expre...
    Charles B. Callaway
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    ACL
    2003
    125views Computational Linguistics» more  ACL 2003»
    Learning the Countability of English Nouns from Corpus Data
    14 years 2 months ago
    Learning the Countability of English Nouns from Corpus Data
    Download  lingo.stanford.edu
    This paper describes a method for learning the countability preferences of English nouns from raw text corpora. The method maps the corpus-attested lexico-syntactic properties of ...
    Timothy Baldwin, Francis Bond
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    ACL
    2003
    134views Computational Linguistics» more  ACL 2003»
    Generalized Algorithms for Constructing Statistical Language Models
    14 years 2 months ago
    Generalized Algorithms for Constructing Statistical Language Models
    Download  cs.nyu.edu
    Recent text and speech processing applications such as speech mining raise new and more general problems related to the construction of language models. We present and describe in...
    Cyril Allauzen, Mehryar Mohri, Brian Roark
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