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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    Feature Optimization for Constituent Parsing via Neural Networks
    8 years 11 days ago
    Feature Optimization for Constituent Parsing via Neural Networks
    Download  aclweb.org
    The performance of discriminative constituent parsing relies crucially on feature engineering, and effective features usually have to be carefully selected through a painful manua...
    Zhiguo Wang, Haitao Mi, Nianwen Xue
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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    Learning Dynamic Feature Selection for Fast Sequential Prediction
    8 years 11 days ago
    Learning Dynamic Feature Selection for Fast Sequential Prediction
    Download  www.aclweb.org
    We present paired learning and inference algorithms for significantly reducing computation and increasing speed of the vector dot products in the classifiers that are at the hea...
    Emma Strubell, Luke Vilnis, Kate Silverstein, Andr...
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    Building a Semantic Parser Overnight
    8 years 11 days ago
    Building a Semantic Parser Overnight
    Download  nlp.stanford.edu
    How do we build a semantic parser in a new domain starting with zero training examples? We introduce a new methodology for this setting: First, we use a simple grammar to generate...
    Yushi Wang, Jonathan Berant, Percy Liang
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Automatic disambiguation of English puns
    8 years 11 days ago
    Automatic disambiguation of English puns
    Download  www.aclweb.org
    Traditional approaches to word sense disambiguation (WSD) rest on the assumption that there exists a single, unambiguous communicative intention underlying every word in a documen...
    Tristan Miller, Iryna Gurevych
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Transition-based Neural Constituent Parsing
    8 years 11 days ago
    Transition-based Neural Constituent Parsing
    Download  aclweb.org
    Constituent parsing is typically modeled by a chart-based algorithm under probabilistic context-free grammars or by a transition-based algorithm with rich features. Previous model...
    Taro Watanabe, Eiichiro Sumita
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    Learning Cross-lingual Word Embeddings via Matrix Co-factorization
    8 years 11 days ago
    Learning Cross-lingual Word Embeddings via Matrix Co-factorization
    Download  nlp.csai.tsinghua.edu.cn
    A joint-space model for cross-lingual distributed representations generalizes language-invariant semantic features. In this paper, we present a matrix cofactorization framework fo...
    Tianze Shi, Zhiyuan Liu, Yang Liu, Maosong Sun
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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    SOLAR: Scalable Online Learning Algorithms for Ranking
    8 years 11 days ago
    SOLAR: Scalable Online Learning Algorithms for Ranking
    Download  research.larc.smu.edu.sg
    Traditional learning to rank methods learn ranking models from training data in a batch and offline learning mode, which suffers from some critical limitations, e.g., poor scalab...
    Jialei Wang, Ji Wan, Yongdong Zhang, Steven C. H. ...
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    ACL
    2015
    13views Computational Linguistics» more  ACL 2015»
    Detecting Deceptive Groups Using Conversations and Network Analysis
    8 years 11 days ago
    Detecting Deceptive Groups Using Conversations and Network Analysis
    Download  nlp.cs.rpi.edu
    Deception detection has been formulated as a supervised binary classification problem on single documents. However, in daily life, millions of fraud cases involve detailed conver...
    Dian Yu, Yulia Tyshchuk, Heng Ji, William A. Walla...
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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    Using prosodic annotations to improve coreference resolution of spoken text
    8 years 11 days ago
    Using prosodic annotations to improve coreference resolution of spoken text
    Download  anthology.aclweb.org
    This paper is the first to examine the effect of prosodic features on coreference resolution in spoken discourse. We test features from different prosodic levels and investigate ...
    Ina Roesiger, Arndt Riester
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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    Linguistic Template Extraction for Recognizing Reader-Emotion and Emotional Resonance Writing Assistance
    8 years 11 days ago
    Linguistic Template Extraction for Recognizing Reader-Emotion and Emotional Resonance Writing Assistance
    Download  www.aclweb.org
    In this paper, we propose a flexible principle-based approach (PBA) for reader-emotion classification and writing assistance. PBA is a highly automated process that learns emoti...
    Yung-Chun Chang, Cen-Chieh Chen, Yu-Lun Hsieh, Chi...
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