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    ACL
    2008
    173views Computational Linguistics» more  ACL 2008»
    Inducing Gazetteers for Named Entity Recognition by Large-Scale Clustering of Dependency Relations
    14 years 1 months ago
    Inducing Gazetteers for Named Entity Recognition by Large-Scale Clustering of Dependency Relations
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    We propose using large-scale clustering of dependency relations between verbs and multiword nouns (MNs) to construct a gazetteer for named entity recognition (NER). Since dependen...
    Jun'ichi Kazama, Kentaro Torisawa
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    ACL
    2008
    138views Computational Linguistics» more  ACL 2008»
    Phrase Table Training for Precision and Recall: What Makes a Good Phrase and a Good Phrase Pair?
    14 years 1 months ago
    Phrase Table Training for Precision and Recall: What Makes a Good Phrase and a Good Phrase Pair?
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    In this work, the problem of extracting phrase translation is formulated as an information retrieval process implemented with a log-linear model aiming for a balanced precision an...
    Yonggang Deng, Jia Xu, Yuqing Gao
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    ACL
    2008
    263views Computational Linguistics» more  ACL 2008»
    Semi-Supervised Sequential Labeling and Segmentation Using Giga-Word Scale Unlabeled Data
    14 years 1 months ago
    Semi-Supervised Sequential Labeling and Segmentation Using Giga-Word Scale Unlabeled Data
    Download  aclweb.org
    This paper provides evidence that the use of more unlabeled data in semi-supervised learning can improve the performance of Natural Language Processing (NLP) tasks, such as part-o...
    Jun Suzuki, Hideki Isozaki
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    ACL
    2008
    122views Computational Linguistics» more  ACL 2008»
    Learning Bilingual Lexicons from Monolingual Corpora
    14 years 1 months ago
    Learning Bilingual Lexicons from Monolingual Corpora
    Download  www.cs.berkeley.edu
    We present a method for learning bilingual translation lexicons from monolingual corpora. Word types in each language are characterized by purely monolingual features, such as con...
    Aria Haghighi, Percy Liang, Taylor Berg-Kirkpatric...
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    ACL
    2008
    174views Computational Linguistics» more  ACL 2008»
    A Critical Reassessment of Evaluation Baselines for Speech Summarization
    14 years 1 months ago
    A Critical Reassessment of Evaluation Baselines for Speech Summarization
    Download  www.aclweb.org
    We assess the current state of the art in speech summarization, by comparing a typical summarizer on two different domains: lecture data and the SWITCHBOARD corpus. Our results ca...
    Gerald Penn, Xiaodan Zhu
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    ACL
    2008
    171views Computational Linguistics» more  ACL 2008»
    Cohesive Phrase-Based Decoding for Statistical Machine Translation
    14 years 1 months ago
    Cohesive Phrase-Based Decoding for Statistical Machine Translation
    Download  aclweb.org
    Phrase-based decoding produces state-of-theart translations with no regard for syntax. We add syntax to this process with a cohesion constraint based on a dependency tree for the ...
    Colin Cherry
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    ACL
    2008
    139views Computational Linguistics» more  ACL 2008»
    Parsing Noun Phrase Structure with CCG
    14 years 1 months ago
    Parsing Noun Phrase Structure with CCG
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    Statistical parsing of noun phrase (NP) structure has been hampered by a lack of goldstandard data. This is a significant problem for CCGbank, where binary branching NP derivation...
    David Vadas, James R. Curran
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    ACL
    2008
    128views Computational Linguistics» more  ACL 2008»
    A Deductive Approach to Dependency Parsing
    14 years 1 months ago
    A Deductive Approach to Dependency Parsing
    Download  www.aclweb.org
    We define a new formalism, based on Sikkel's parsing schemata for constituency parsers, that can be used to describe, analyze and compare dependency parsing algorithms. This ...
    Carlos Gómez-Rodríguez, John A. Carr...
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    ACL
    2008
    144views Computational Linguistics» more  ACL 2008»
    An Entity-Mention Model for Coreference Resolution with Inductive Logic Programming
    14 years 1 months ago
    An Entity-Mention Model for Coreference Resolution with Inductive Logic Programming
    Download  www.aclweb.org
    The traditional mention-pair model for coreference resolution cannot capture information beyond mention pairs for both learning and testing. To deal with this problem, we present ...
    Xiaofeng Yang, Jian Su, Jun Lang, Chew Lim Tan, Ti...
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    ACL
    2008
    156views Computational Linguistics» more  ACL 2008»
    Joint Word Segmentation and POS Tagging Using a Single Perceptron
    14 years 1 months ago
    Joint Word Segmentation and POS Tagging Using a Single Perceptron
    Download  www.cl.cam.ac.uk
    For Chinese POS tagging, word segmentation is a preliminary step. To avoid error propagation and improve segmentation by utilizing POS information, segmentation and tagging can be...
    Yue Zhang 0004, Stephen Clark
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