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    ACL
    2015
    26views Computational Linguistics» more  ACL 2015»
    Low-Rank Tensors for Verbs in Compositional Distributional Semantics
    9 years 11 months ago
    Low-Rank Tensors for Verbs in Compositional Distributional Semantics
    Download  www.cs.berkeley.edu
    Several compositional distributional semantic methods use tensors to model multi-way interactions between vectors. Unfortunately, the size of the tensors can make their use imprac...
    Daniel Fried, Tamara Polajnar, Stephen Clark
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    ACL
    2015
    25views Computational Linguistics» more  ACL 2015»
    Parsing Paraphrases with Joint Inference
    9 years 11 months ago
    Parsing Paraphrases with Joint Inference
    Download  nlp.stanford.edu
    Treebanks are key resources for developing accurate statistical parsers. However, building treebanks is expensive and timeconsuming for humans. For domains requiring deep subject ...
    Do Kook Choe, David McClosky
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    WriteAhead: Mining Grammar Patterns in Corpora for Assisted Writing
    9 years 11 months ago
    WriteAhead: Mining Grammar Patterns in Corpora for Assisted Writing
    Download  www.aclweb.org
    This paper describes WriteAhead, a resource-rich, Interactive Writing Environment that provides L2 learners with writing prompts, as well as ”get it right” advice, to helps th...
    Tzu-Hsi Yen, Jian-Cheng Wu, Jim Chang, Joanne Bois...
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    ACL
    2015
    21views Computational Linguistics» more  ACL 2015»
    Negation and Speculation Identification in Chinese Language
    9 years 11 months ago
    Negation and Speculation Identification in Chinese Language
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    Bowei Zou, Qiaoming Zhu, Guodong Zhou
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    ACL
    2015
    18views Computational Linguistics» more  ACL 2015»
    A Convolution Kernel Approach to Identifying Comparisons in Text
    9 years 11 months ago
    A Convolution Kernel Approach to Identifying Comparisons in Text
    Download  www.aclweb.org
    Comparisons in text, such as in online reviews, serve as useful decision aids. In this paper, we focus on the task of identifying whether a comparison exists between a specific p...
    Maksim Tkachenko, Hady Wirawan Lauw
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    Sieve-Based Entity Linking for the Biomedical Domain
    9 years 11 months ago
    Sieve-Based Entity Linking for the Biomedical Domain
    Download  aclweb.org
    We examine a key task in biomedical text processing, normalization of disorder mentions. We present a multi-pass sieve approach to this task, which has the advantage of simplicity...
    Jennifer D'Souza, Vincent Ng
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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    Sentence-level Emotion Classification with Label and Context Dependence
    9 years 11 months ago
    Sentence-level Emotion Classification with Label and Context Dependence
    Download  aclweb.org
    Predicting emotion categories, such as anger, joy, and anxiety, expressed by a sentence is challenging due to its inherent multi-label classification difficulty and data sparsenes...
    Shoushan Li, Lei Huang, Rong Wang, Guodong Zhou
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    ACL
    2015
    24views Computational Linguistics» more  ACL 2015»
    Trans-dimensional Random Fields for Language Modeling
    9 years 11 months ago
    Trans-dimensional Random Fields for Language Modeling
    Download  stat.rutgers.edu
    Language modeling (LM) involves determining the joint probability of words in a sentence. The conditional approach is dominant, representing the joint probability in terms of cond...
    Bin Wang, Zhijian Ou, Zhiqiang Tan
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    ACL
    2015
    25views Computational Linguistics» more  ACL 2015»
    Context-Dependent Translation Selection Using Convolutional Neural Network
    9 years 11 months ago
    Context-Dependent Translation Selection Using Convolutional Neural Network
    Download  aclweb.org
    We propose a novel method for translation selection in statistical machine translation, in which a convolutional neural network is employed to judge the similarity between a phras...
    Baotian Hu, Zhaopeng Tu, Zhengdong Lu, Hang Li, Qi...
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    ACL
    2015
    16views Computational Linguistics» more  ACL 2015»
    A Web-based Collaborative Evaluation Tool for Automatically Learned Relation Extraction Patterns
    9 years 11 months ago
    A Web-based Collaborative Evaluation Tool for Automatically Learned Relation Extraction Patterns
    Download  aclweb.org
    Patterns extracted from dependency parses of sentences are a major source of knowledge for most state-of-the-art relation extraction systems, but can be of low quality in distantl...
    Leonhard Hennig, Hong Li, Sebastian Krause, Feiyu ...
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