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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing
    8 years 7 months ago
    A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing
    Download  aclweb.org
    Neural probabilistic parsers are attractive for their capability of automatic feature combination and small data sizes. A transition-based greedy neural parser has given better ac...
    Hao Zhou, Yue Zhang, Shujian Huang, Jiajun Chen
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on
    8 years 7 months ago
    A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on
    Download  aclweb.org
    The intelligent personal assistant software such as the Apple’s Siri and Samsung’s S-Voice has been issued these days. This paper introduces a novel Spoken Language Understand...
    Changsu Lee, Youngjoong Ko, Jungyun Seo
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    Unifying Bayesian Inference and Vector Space Models for Improved Decipherment
    8 years 7 months ago
    Unifying Bayesian Inference and Vector Space Models for Improved Decipherment
    Download  www.anthology.aclweb.org
    We introduce into Bayesian decipherment a base distribution derived from similarities of word embeddings. We use Dirichlet multinomial regression (Mimno and McCallum, 2012) to lea...
    Qing Dou, Ashish Vaswani, Kevin Knight, Chris Dyer
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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    The Media Frames Corpus: Annotations of Frames Across Issues
    8 years 7 months ago
    The Media Frames Corpus: Annotations of Frames Across Issues
    Download  homes.cs.washington.edu
    We describe the first version of the Media Frames Corpus: several thousand news articles on three policy issues, annotated in terms of media framing. We motivate framing as a phe...
    Dallas Card, Amber E. Boydstun, Justin H. Gross, P...
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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    Gaussian LDA for Topic Models with Word Embeddings
    8 years 7 months ago
    Gaussian LDA for Topic Models with Word Embeddings
    Download  www.cs.cmu.edu
    Continuous space word embeddings learned from large, unstructured corpora have been shown to be effective at capturing semantic regularities in language. In this paper we replace ...
    Rajarshi Das, Manzil Zaheer, Chris Dyer
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    ACL
    2015
    27views Computational Linguistics» more  ACL 2015»
    Learning Summary Prior Representation for Extractive Summarization
    8 years 7 months ago
    Learning Summary Prior Representation for Extractive Summarization
    Download  www4.comp.polyu.edu.hk
    In this paper, we propose the concept of summary prior to define how much a sentence is appropriate to be selected into summary without consideration of its context. Different fr...
    Ziqiang Cao, Furu Wei, Sujian Li, Wenjie Li, Ming ...
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    A Knowledge-Intensive Model for Prepositional Phrase Attachment
    8 years 7 months ago
    A Knowledge-Intensive Model for Prepositional Phrase Attachment
    Download  anthology.aclweb.org
    Prepositional phrases (PPs) express crucial information that knowledge base construction methods need to extract. However, PPs are a major source of syntactic ambiguity and still ...
    Ndapandula Nakashole, Tom M. Mitchell
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    ACL
    2015
    35views Computational Linguistics» more  ACL 2015»
    Retrieval of Research-level Mathematical Information Needs: A Test Collection and Technical Terminology Experiment
    8 years 7 months ago
    Retrieval of Research-level Mathematical Information Needs: A Test Collection and Technical Terminology Experiment
    Download  aclweb.org
    In this paper, we present a test collection for mathematical information retrieval composed of real-life, researchlevel mathematical information needs. Topics and relevance judgem...
    Yiannos Stathopoulos, Simone Teufel
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    ACL
    2015
    25views Computational Linguistics» more  ACL 2015»
    A Multitask Objective to Inject Lexical Contrast into Distributional Semantics
    8 years 7 months ago
    A Multitask Objective to Inject Lexical Contrast into Distributional Semantics
    Download  aclweb.org
    Distributional semantic models have trouble distinguishing strongly contrasting words (such as antonyms) from highly compatible ones (such as synonyms), because both kinds tend to...
    Nghia The Pham, Angeliki Lazaridou, Marco Baroni
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    SensEmbed: Learning Sense Embeddings for Word and Relational Similarity
    8 years 7 months ago
    SensEmbed: Learning Sense Embeddings for Word and Relational Similarity
    Download  wwwusers.di.uniroma1.it
    Ignacio Iacobacci, Mohammad Taher Pilehvar, Robert...
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