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    ACL
    2007
    142views Computational Linguistics» more  ACL 2007»
    Fast Unsupervised Incremental Parsing
    14 years 9 days ago
    Fast Unsupervised Incremental Parsing
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    This paper describes an incremental parser and an unsupervised learning algorithm for inducing this parser from plain text. The parser uses a representation for syntactic structur...
    Yoav Seginer
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    ACL
    2007
    107views Computational Linguistics» more  ACL 2007»
    Ordering Phrases with Function Words
    14 years 9 days ago
    Ordering Phrases with Function Words
    Download  www.comp.nus.edu.sg
    This paper presents a Function Word centered, Syntax-based (FWS) solution to address phrase ordering in the context of statistical machine translation (SMT). Motivated by the obse...
    Hendra Setiawan, Min-Yen Kan, Haizhou Li
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    ACL
    2007
    89views Computational Linguistics» more  ACL 2007»
    An Ensemble Method for Selection of High Quality Parses
    14 years 9 days ago
    An Ensemble Method for Selection of High Quality Parses
    Download  www.cs.huji.ac.il
    While the average performance of statistical parsers gradually improves, they still attach to many sentences annotations of rather low quality. The number of such sentences grows ...
    Roi Reichart, Ari Rappoport
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    ACL
    2007
    141views Computational Linguistics» more  ACL 2007»
    Semantic Transliteration of Personal Names
    14 years 9 days ago
    Semantic Transliteration of Personal Names
    Download  www.mt-archive.info
    Words of foreign origin are referred to as borrowed words or loanwords. A loanword is usually imported to Chinese by phonetic transliteration if a translation is not easily availa...
    Haizhou Li, Khe Chai Sim, Jin-Shea Kuo, Minghui Do...
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    ACL
    2007
    189views Computational Linguistics» more  ACL 2007»
    Guiding Semi-Supervision with Constraint-Driven Learning
    14 years 9 days ago
    Guiding Semi-Supervision with Constraint-Driven Learning
    Download  flake.cs.uiuc.edu
    Over the last few years, two of the main research directions in machine learning of natural language processing have been the study of semi-supervised learning algorithms as a way...
    Ming-Wei Chang, Lev-Arie Ratinov, Dan Roth
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    ACL
    2007
    153views Computational Linguistics» more  ACL 2007»
    Bilingual-LSA Based LM Adaptation for Spoken Language Translation
    14 years 9 days ago
    Bilingual-LSA Based LM Adaptation for Spoken Language Translation
    Download  www.mt-archive.info
    We propose a novel approach to crosslingual language model (LM) adaptation based on bilingual Latent Semantic Analysis (bLSA). A bLSA model is introduced which enables latent topi...
    Yik-Cheung Tam, Ian R. Lane, Tanja Schultz
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    ACL
    2007
    127views Computational Linguistics» more  ACL 2007»
    A Hybrid Approach to Word Segmentation and POS Tagging
    14 years 9 days ago
    A Hybrid Approach to Word Segmentation and POS Tagging
    Download  acl.ldc.upenn.edu
    In this paper, we present a hybrid method for word segmentation and POS tagging. The target languages are those in which word boundaries are ambiguous, such as Chinese and Japanes...
    Tetsuji Nakagawa, Kiyotaka Uchimoto
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    ACL
    2007
    131views Computational Linguistics» more  ACL 2007»
    Word Sense Disambiguation Improves Statistical Machine Translation
    14 years 9 days ago
    Word Sense Disambiguation Improves Statistical Machine Translation
    Download  www.isi.edu
    Recent research presents conflicting evidence on whether word sense disambiguation (WSD) systems can help to improve the performance of statistical machine translation (MT) syste...
    Yee Seng Chan, Hwee Tou Ng, David Chiang
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    ACL
    2007
    100views Computational Linguistics» more  ACL 2007»
    Generating Usable Formats for Metadata and Annotations in a Large Meeting Corpus
    14 years 9 days ago
    Generating Usable Formats for Metadata and Annotations in a Large Meeting Corpus
    Download  www.issco.unige.ch
    The AMI Meeting Corpus is now publicly available, including manual annotation files generated in the NXT XML format, but lacking explicit metadata for the 171 meetings of the cor...
    Andrei Popescu-Belis, Paula Estrella
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    ACL
    2007
    148views Computational Linguistics» more  ACL 2007»
    A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing
    14 years 9 days ago
    A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing
    Download  research.microsoft.com
    This paper presents a comparative study of five parameter estimation algorithms on four NLP tasks. Three of the five algorithms are well-known in the computational linguistics com...
    Jianfeng Gao, Galen Andrew, Mark Johnson, Kristina...
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