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    ECIR
    2006
    Springer
    92views Information Technology» more  ECIR 2006»
    An Efficient Computation of the Multiple-Bernoulli Language Model
    13 years 5 months ago
    An Efficient Computation of the Multiple-Bernoulli Language Model
    Download  www.dcs.gla.ac.uk
    Abstract. The Multiple Bernoulli (MB) Language Model has been generally considered too computationally expensive for practical purposes and superseded by the more efficient multino...
    Leif Azzopardi, David E. Losada
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    ACL
    2006
    103views Computational Linguistics» more  ACL 2006»
    Discriminative Pruning of Language Models for Chinese Word Segmentation
    13 years 5 months ago
    Discriminative Pruning of Language Models for Chinese Word Segmentation
    Download  acl.ldc.upenn.edu
    This paper presents a discriminative pruning method of n-gram language model for Chinese word segmentation. To reduce the size of the language model that is used in a Chinese word...
    Jianfeng Li, Haifeng Wang, Dengjun Ren, Guohua Li
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    ACL
    2006
    110views Computational Linguistics» more  ACL 2006»
    Reduced n-gram Models for English and Chinese Corpora
    13 years 5 months ago
    Reduced n-gram Models for English and Chinese Corpora
    Download  acl.ldc.upenn.edu
    Statistical language models should improve as the size of the n-grams increases from 3 to 5 or higher. However, the number of parameters and calculations, and the storage requirem...
    Le Quan Ha, Philip Hanna, Darryl Stewart, F. Jack ...
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    ACL
    2004
    108views Computational Linguistics» more  ACL 2004»
    Head-Driven Parsing for Word Lattices
    13 years 5 months ago
    Head-Driven Parsing for Word Lattices
    Download  acl.ldc.upenn.edu
    We present the first application of the head-driven statistical parsing model of Collins (1999) as a simultaneous language model and parser for largevocabulary speech recognition....
    Christopher Collins, Bob Carpenter, Gerald Penn
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    NAACL
    2007
    98views Computational Linguistics» more  NAACL 2007»
    Language Modeling for Determiner Selection
    13 years 6 months ago
    Language Modeling for Determiner Selection
    Download  acl.ldc.upenn.edu
    We present a method for automatic determiner selection, based on an existing language model. We train on the Penn Treebank and also use additional data from the North American New...
    Jenine Turner, Eugene Charniak
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    NAACL
    2007
    155views Computational Linguistics» more  NAACL 2007»
    Joint Morphological-Lexical Language Modeling for Machine Translation
    13 years 6 months ago
    Joint Morphological-Lexical Language Modeling for Machine Translation
    Download  acl.ldc.upenn.edu
    We present a joint morphological-lexical language model (JMLLM) for use in statistical machine translation (SMT) of language pairs where one or both of the languages are morpholog...
    Ruhi Sarikaya, Yonggang Deng
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    NIPS
    2008
    141views Information Technology» more  NIPS 2008»
    A Scalable Hierarchical Distributed Language Model
    13 years 6 months ago
    A Scalable Hierarchical Distributed Language Model
    Download  www.cs.toronto.edu
    Neural probabilistic language models (NPLMs) have been shown to be competitive with and occasionally superior to the widely-used n-gram language models. The main drawback of NPLMs...
    Andriy Mnih, Geoffrey E. Hinton
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    LREC
    2008
    146views Education» more  LREC 2008»
    On the Use of Web Resources and Natural Language Processing Techniques to Improve Automatic Speech Recognition Systems
    13 years 6 months ago
    On the Use of Web Resources and Natural Language Processing Techniques to Improve Automatic Speech Recognition Systems
    Download  www.lrec-conf.org
    Language models used in current automatic speech recognition systems are trained on general-purpose corpora and are therefore not relevant to transcribe spoken documents dealing w...
    Gwénolé Lecorvé, Guillaume Gr...
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    LREC
    2008
    141views Education» more  LREC 2008»
    A Comparative Study on Language Identification Methods
    13 years 6 months ago
    A Comparative Study on Language Identification Methods
    Download  www.lrec-conf.org
    In this paper we present two experiments conducted for comparison of different language identification algorithms. Short words-, frequent words- and n-gram-based approaches are co...
    Lena Grothe, Ernesto William De Luca, Andreas N&uu...
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    ECIR
    2008
    Springer
    102views Information Technology» more  ECIR 2008»
    Optimizing Language Models for Polarity Classification
    13 years 6 months ago
    Optimizing Language Models for Polarity Classification
    Download  www.lsv.uni-saarland.de
    Abstract. This paper investigates the usage of various types of language models on polarity text classification
    Michael Wiegand, Dietrich Klakow
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