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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    The Media Frames Corpus: Annotations of Frames Across Issues
    9 years 11 months ago
    The Media Frames Corpus: Annotations of Frames Across Issues
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    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
    9 years 11 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
    9 years 11 months ago
    Learning Summary Prior Representation for Extractive Summarization
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    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
    9 years 11 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
    9 years 11 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
    9 years 11 months ago
    A Multitask Objective to Inject Lexical Contrast into Distributional Semantics
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    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
    9 years 11 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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    ACL
    2015
    25views Computational Linguistics» more  ACL 2015»
    MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity
    9 years 11 months ago
    MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity
    Download  www.aclweb.org
    We present MultiGranCNN, a general deep learning architecture for matching text chunks. MultiGranCNN supports multigranular comparability of representations: shorter sequences in ...
    Wenpeng Yin, Hinrich Schütze
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    ACL
    2015
    22views Computational Linguistics» more  ACL 2015»
    Early and Late Combinations of Criteria for Reranking Distributional Thesauri
    9 years 11 months ago
    Early and Late Combinations of Criteria for Reranking Distributional Thesauri
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    In this article, we first propose to exploit a new criterion for improving distributional thesauri. Following a bootstrapping perspective, we select relations between the terms o...
    Olivier Ferret
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    ACL
    2015
    28views Computational Linguistics» more  ACL 2015»
    The Discovery of Natural Typing Annotations: User-produced Potential Chinese Word Delimiters
    9 years 11 months ago
    The Discovery of Natural Typing Annotations: User-produced Potential Chinese Word Delimiters
    Download  www.aclweb.org
    Human labeled corpus is indispensable for the training of supervised word segmenters. However, it is time-consuming and laborintensive to label corpus manually. During the process...
    Dakui Zhang, Yu Mao, Yang Liu, Hanshi Wang, Chuyua...
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