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    ACL
    2012
    180views Computational Linguistics» more  ACL 2012»
    Improving the IBM Alignment Models Using Variational Bayes
    11 years 7 months ago
    Improving the IBM Alignment Models Using Variational Bayes
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    Bayesian approaches have been shown to reduce the amount of overfitting that occurs when running the EM algorithm, by placing prior probabilities on the model parameters. We appl...
    Darcey Riley, Daniel Gildea
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    ACL
    2012
    207views Computational Linguistics» more  ACL 2012»
    Heuristic Cube Pruning in Linear Time
    11 years 7 months ago
    Heuristic Cube Pruning in Linear Time
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    We propose a novel heuristic algorithm for Cube Pruning running in linear time in the beam size. Empirically, we show a gain in running time of a standard machine translation syst...
    Andrea Gesmundo, Giorgio Satta, James Henderson
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    EMNLP
    2011
    153views Natural Language Processing» more  EMNLP 2011»
    Training a Parser for Machine Translation Reordering
    12 years 4 months ago
    Training a Parser for Machine Translation Reordering
    Download  ryanmcd.com
    We propose a simple training regime that can improve the extrinsic performance of a parser, given only a corpus of sentences and a way to automatically evaluate the extrinsic qual...
    Jason Katz-Brown, Slav Petrov, Ryan T. McDonald, F...
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    ACL
    2011
    179views Computational Linguistics» more  ACL 2011»
    Hindi to Punjabi Machine Translation System
    12 years 8 months ago
    Hindi to Punjabi Machine Translation System
    Download  www.ijcsi.org
    Machine Translation in India is relatively young. The earliest efforts date from the late 80s and early 90s. The success of every system is judged from its evaluation experimental...
    Vishal Goyal, Gurpreet Singh Lehal
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    ACL
    2011
    190views Computational Linguistics» more  ACL 2011»
    A Large Scale Distributed Syntactic, Semantic and Lexical Language Model for Machine Translation
    12 years 8 months ago
    A Large Scale Distributed Syntactic, Semantic and Lexical Language Model for Machine Translation
    Download  www.cs.wright.edu
    This paper presents an attempt at building a large scale distributed composite language model that simultaneously accounts for local word lexical information, mid-range sentence s...
    Ming Tan, Wenli Zhou, Lei Zheng, Shaojun Wang
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    COLING
    1996
    124views Computational Linguistics» more  COLING 1996»
    Pattern-Based Machine Translation
    13 years 5 months ago
    Pattern-Based Machine Translation
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    Pattern-based machine translation systems can be easily customized by adding new patterns. To gain full profits from this character, input of patterns should be both expressive an...
    Koichi Takeda
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    COLING
    1994
    116views Computational Linguistics» more  COLING 1994»
    A Bidirectional, Transfer-Driven Machine Translation System For Spoken Dialogues
    13 years 5 months ago
    A Bidirectional, Transfer-Driven Machine Translation System For Spoken Dialogues
    Download  www.mt-archive.info
    This paper presents a brief overview of the bidirectional (Japanese and English) TransferDriven Machine Translation system, currently being developed at ATR. The aim of this devel...
    Yasuhiro Sobashima, Osamu Furuse, Susumu Akamine, ...
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    COLING
    1994
    108views Computational Linguistics» more  COLING 1994»
    Coping With Ambiguity in a Large-Scale Machine Translation System
    13 years 5 months ago
    Coping With Ambiguity in a Large-Scale Machine Translation System
    Download  www.lti.cs.cmu.edu
    In an interlingual knowledge-based machine translation system, ambiguity arises when the source language analyzer produces more than one interlingua expression for a source senten...
    Kathryn L. Baker, Alexander Franz, Pamela W. Jorda...
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    ANLP
    1994
    129views more  ANLP 1994»
    Machine Translation of Sentences with Fixed Expressions
    13 years 5 months ago
    Machine Translation of Sentences with Fixed Expressions
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    This paper presents a practical machine translation system based on sentence types for economic news stories. Conventional English-to-Japanese machine translation (MT) systems whi...
    Naoto Katoh, Teruaki Aizawa
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    ANLP
    1997
    190views more  ANLP 1997»
    Disambiguation of Proper Names in Text
    13 years 5 months ago
    Disambiguation of Proper Names in Text
    Download  acl.ldc.upenn.edu
    Identifying the occurrences of proper names in text and the entities they refer to can be a difficult task because of the manyto-many mapping between names and their referents. We...
    Nina Wacholder, Yael Ravin, Misook Choi
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