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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    Discontinuous Incremental Shift-reduce Parsing
    9 years 11 months ago
    Discontinuous Incremental Shift-reduce Parsing
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    We present an extension to incremental shift-reduce parsing that handles discontinuous constituents, using a linear classifier and beam search. We achieve very high parsing speed...
    Wolfgang Maier
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    ACL
    2015
    21views Computational Linguistics» more  ACL 2015»
    Learning Hybrid Representations to Retrieve Semantically Equivalent Questions
    9 years 11 months ago
    Learning Hybrid Representations to Retrieve Semantically Equivalent Questions
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    Cícero Nogueira dos Santos, Luciano Barbosa...
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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Joint Graphical Models for Date Selection in Timeline Summarization
    9 years 11 months ago
    Joint Graphical Models for Date Selection in Timeline Summarization
    Download  aclweb.org
    Automatic timeline summarization (TLS) generates precise, dated overviews over (often prolonged) events, such as wars or economic crises. One subtask of TLS selects the most impor...
    Giang Binh Tran, Eelco Herder, Katja Markert
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    ACL
    2015
    21views Computational Linguistics» more  ACL 2015»
    On metric embedding for boosting semantic similarity computations
    9 years 11 months ago
    On metric embedding for boosting semantic similarity computations
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    Computing pairwise word semantic similarity is widely used and serves as a building block in many tasks in NLP. In this paper, we explore the embedding of the shortest-path metric...
    Julien Subercaze, Christophe Gravier, Fréd&...
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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    Painless Labeling with Application to Text Mining
    9 years 11 months ago
    Painless Labeling with Application to Text Mining
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    Labeled data is not readily available for many natural language domains, and it typically requires expensive human effort with considerable domain knowledge to produce a set of la...
    Sajib Dasgupta
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    Simple Learning and Compositional Application of Perceptually Grounded Word Meanings for Incremental Reference Resolution
    9 years 11 months ago
    Simple Learning and Compositional Application of Perceptually Grounded Word Meanings for Incremental Reference Resolution
    Download  aclweb.org
    An elementary way of using language is to refer to objects. Often, these objects are physically present in the shared environment and reference is done via mention of perceivable ...
    Casey Kennington, David Schlangen
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    ACL
    2015
    13views Computational Linguistics» more  ACL 2015»
    Why discourse affects speakers' choice of referring expressions
    9 years 11 months ago
    Why discourse affects speakers' choice of referring expressions
    Download  ling.umd.edu
    We propose a language production model that uses dynamic discourse information to account for speakers’ choices of referring expressions. Our model extends previous rational spe...
    Naho Orita, Eliana Vornov, Naomi Feldman, Hal Daum...
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    On Using Very Large Target Vocabulary for Neural Machine Translation
    9 years 11 months ago
    On Using Very Large Target Vocabulary for Neural Machine Translation
    Download  aclweb.org
    Neural machine translation, a recently proposed approach to machine translation based purely on neural networks, has shown promising results compared to the existing approaches su...
    Sébastien Jean, KyungHyun Cho, Roland Memis...
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    ACL
    2015
    35views Computational Linguistics» more  ACL 2015»
    Neural CRF Parsing
    9 years 11 months ago
    Neural CRF Parsing
    Download  nlp.cs.berkeley.edu
    This paper describes a parsing model that combines the exact dynamic programming of CRF parsing with the rich nonlinear featurization of neural net approaches. Our model is struct...
    Greg Durrett, Dan Klein
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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Optimal Shift-Reduce Constituent Parsing with Structured Perceptron
    9 years 11 months ago
    Optimal Shift-Reduce Constituent Parsing with Structured Perceptron
    Download  anthology.aclweb.org
    Le Quang Thang, Hiroshi Noji, Yusuke Miyao
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