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    ACL
    2004
    198views Computational Linguistics» more  ACL 2004»
    Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm
    14 years 29 days ago
    Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm
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    This paper describes discriminative language modeling for a large vocabulary speech recognition task. We contrast two parameter estimation methods: the perceptron algorithm, and a...
    Brian Roark, Murat Saraclar, Michael Collins, Mark...
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    ACL
    2004
    116views Computational Linguistics» more  ACL 2004»
    Learning to Resolve Bridging References
    14 years 29 days ago
    Learning to Resolve Bridging References
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    We use machine learning techniques to find the best combination of local focus and lexical distance features for identifying the anchor of mereological bridging references. We fin...
    Massimo Poesio, Rahul Mehta, Axel Maroudas, Janet ...
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    ACL
    2004
    141views Computational Linguistics» more  ACL 2004»
    Balancing Clarity and Efficiency in Typed Feature Logic Through Delaying
    14 years 29 days ago
    Balancing Clarity and Efficiency in Typed Feature Logic Through Delaying
    Download  acl.ldc.upenn.edu
    The purpose of this paper is to re-examine the balance between clarity and efficiency in HPSG design, with particular reference to the design decisions made in the English Resourc...
    Gerald Penn
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    ACL
    2004
    107views Computational Linguistics» more  ACL 2004»
    Mining Metalinguistic Activity in Corpora to Create Lexical Resources Using Information Extraction Techniques: the MOP System
    14 years 29 days ago
    Mining Metalinguistic Activity in Corpora to Create Lexical Resources Using Information Extraction Techniques: the MOP System
    Download  acl.ldc.upenn.edu
    This paper describes and evaluates MOP, an IE system for automatic extraction of metalinguistic information from technical and scientific documents. We claim that such a system ca...
    Carlos Rodríguez Penagos
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    ACL
    2004
    91views Computational Linguistics» more  ACL 2004»
    A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts
    14 years 29 days ago
    A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts
    Download  www.cs.cornell.edu
    Sentiment analysis seeks to identify the viewpoint(s) underlying a text span; an example application is classifying a movie review as "thumbs up" or "thumbs down&qu...
    Bo Pang, Lillian Lee
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    ACL
    2004
    71views Computational Linguistics» more  ACL 2004»
    An Alternative Method of Training Probabilistic LR Parsers
    14 years 29 days ago
    An Alternative Method of Training Probabilistic LR Parsers
    Download  acl.ldc.upenn.edu
    We discuss existing approaches to train LR parsers, which have been used for statistical resolution of structural ambiguity. These approaches are nonoptimal, in the sense that a c...
    Mark-Jan Nederhof, Giorgio Satta
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    ACL
    2004
    93views Computational Linguistics» more  ACL 2004»
    Probabilistic Parsing Strategies
    14 years 29 days ago
    Probabilistic Parsing Strategies
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    We present new results on the relation between context-free parsing strategies and their probabilistic counter-parts. We provide a necessary condition and a sufficient condition f...
    Mark-Jan Nederhof, Giorgio Satta
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    ACL
    2004
    103views Computational Linguistics» more  ACL 2004»
    Large-Scale Induction and Evaluation of Lexical Resources from the Penn-II Treebank
    14 years 29 days ago
    Large-Scale Induction and Evaluation of Lexical Resources from the Penn-II Treebank
    Download  acl.ldc.upenn.edu
    In this paper we present a methodology for extracting subcategorisation frames based on an automatic LFG f-structure annotation algorithm Penn-II Treebank. We extract abstract syn...
    Ruth O'Donovan, Michael Burke, Aoife Cahill, Josef...
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    ACL
    2004
    102views Computational Linguistics» more  ACL 2004»
    Error Mining for Wide-Coverage Grammar Engineering
    14 years 29 days ago
    Error Mining for Wide-Coverage Grammar Engineering
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    Parsing systems which rely on hand-coded linguistic descriptions can only perform adequately in as far as these descriptions are correct and complete. The paper describes an error...
    Gertjan van Noord
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    ACL
    2004
    135views Computational Linguistics» more  ACL 2004»
    Multi-Engine Machine Translation with Voted Language Model
    14 years 29 days ago
    Multi-Engine Machine Translation with Voted Language Model
    Download  acl.ldc.upenn.edu
    The paper describes a particular approach to multiengine machine translation (MEMT), where we make use of voted language models to selectively combine translation outputs from mul...
    Tadashi Nomoto
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