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    ACL
    2003
    78views Computational Linguistics» more  ACL 2003»
    Self-Organizing Markov Models and Their Application to Part-of-Speech Tagging
    13 years 5 months ago
    Self-Organizing Markov Models and Their Application to Part-of-Speech Tagging
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    This paper presents a method to develop a class of variable memory Markov models that have higher memory capacity than traditional (uniform memory) Markov models. The structure of...
    Jin-Dong Kim, Hae-Chang Rim, Jun-ichi Tsujii
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    ACL
    2003
    86views Computational Linguistics» more  ACL 2003»
    Probabilistic Text Structuring: Experiments with Sentence Ordering
    13 years 5 months ago
    Probabilistic Text Structuring: Experiments with Sentence Ordering
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    Ordering information is a critical task for natural language generation applications. In this paper we propose an approach to information ordering that is particularly suited for ...
    Mirella Lapata
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    ACL
    2003
    119views Computational Linguistics» more  ACL 2003»
    Fast Methods for Kernel-Based Text Analysis
    13 years 5 months ago
    Fast Methods for Kernel-Based Text Analysis
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    Kernel-based learning (e.g., Support Vector Machines) has been successfully applied to many hard problems in Natural Language Processing (NLP). In NLP, although feature combinatio...
    Taku Kudo, Yuji Matsumoto
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    ACL
    2003
    89views Computational Linguistics» more  ACL 2003»
    Parametric Models of Linguistic Count Data
    13 years 5 months ago
    Parametric Models of Linguistic Count Data
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    It is well known that occurrence counts of words in documents are often modeled poorly by standard distributions like the binomial or Poisson. Observed counts vary more than simpl...
    Martin Jansche
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    ACL
    2003
    111views Computational Linguistics» more  ACL 2003»
    Feedback Cleaning of Machine Translation Rules Using Automatic Evaluation
    13 years 5 months ago
    Feedback Cleaning of Machine Translation Rules Using Automatic Evaluation
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    When rules of transfer-based machine translation (MT) are automatically acquired from bilingual corpora, incorrect/redundant rules are generated due to acquisition errors or trans...
    Kenji Imamura, Eiichiro Sumita, Yuji Matsumoto
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    ACL
    2003
    112views Computational Linguistics» more  ACL 2003»
    Parsing with Generative Models of Predicate-Argument Structure
    13 years 5 months ago
    Parsing with Generative Models of Predicate-Argument Structure
    Download  www.aclweb.org
    The model used by the CCG parser of Hockenmaier and Steedman (2002b) would fail to capture the correct bilexical dependencies in a language with freer word order, such as Dutch. T...
    Julia Hockenmaier
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    ACL
    2003
    127views Computational Linguistics» more  ACL 2003»
    Corpus-Based Discourse Understanding in Spoken Dialogue Systems
    13 years 5 months ago
    Corpus-Based Discourse Understanding in Spoken Dialogue Systems
    Download  www.aclweb.org
    This paper concerns the discourse understanding process in spoken dialogue systems. This process enables the system to understand user utterances based on the context of a dialogu...
    Ryuichiro Higashinaka, Mikio Nakano, Kiyoaki Aikaw...
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    ACL
    2003
    194views Computational Linguistics» more  ACL 2003»
    Recognizing Expressions of Commonsense Psychology in English Text
    13 years 5 months ago
    Recognizing Expressions of Commonsense Psychology in English Text
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    Many applications of natural language processing technologies involve analyzing texts that concern the psychological states and processes of people, including their beliefs, goals...
    Andrew Gordon, Abe Kazemzadeh, Anish Nair, Milena ...
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    ACL
    2003
    83views Computational Linguistics» more  ACL 2003»
    Loosely Tree-Based Alignment for Machine Translation
    13 years 5 months ago
    Loosely Tree-Based Alignment for Machine Translation
    Download  acl.ldc.upenn.edu
    We augment a model of translation based on re-ordering nodes in syntactic trees in order to allow alignments not conforming to the original tree structure, while keeping computati...
    Daniel Gildea
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    ACL
    2003
    114views Computational Linguistics» more  ACL 2003»
    Unsupervised Learning of Dependency Structure for Language Modeling
    13 years 5 months ago
    Unsupervised Learning of Dependency Structure for Language Modeling
    Download  www.aclweb.org
    This paper presents a dependency language model (DLM) that captures linguistic constraints via a dependency structure, i.e., a set of probabilistic dependencies that express the r...
    Jianfeng Gao, Hisami Suzuki
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