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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Learning Representations for Text-level Discourse Parsing
    10 years 12 days ago
    Learning Representations for Text-level Discourse Parsing
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    In the proposed doctoral work we will design an end-to-end approach for the challenging NLP task of text-level discourse parsing. Instead of depending on mostly hand-engineered sp...
    Gregor Weiss
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    ACL
    2015
    21views Computational Linguistics» more  ACL 2015»
    Learning Lexical Embeddings with Syntactic and Lexicographic Knowledge
    10 years 12 days ago
    Learning Lexical Embeddings with Syntactic and Lexicographic Knowledge
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    We propose two improvements on lexical association used in embedding learning: factorizing individual dependency relations and using lexicographic knowledge from monolingual dicti...
    Tong Wang, Abdelrahman Mohamed, Graeme Hirst
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    ACL
    2015
    25views Computational Linguistics» more  ACL 2015»
    An analysis of the user occupational class through Twitter content
    10 years 12 days ago
    An analysis of the user occupational class through Twitter content
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    Social media content can be used as a complementary source to the traditional methods for extracting and studying collective social attributes. This study focuses on the predictio...
    Daniel Preotiuc-Pietro, Vasileios Lampos, Nikolaos...
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    ACL
    2015
    21views Computational Linguistics» more  ACL 2015»
    Automatic Spontaneous Speech Grading: A Novel Feature Derivation Technique using the Crowd
    10 years 12 days ago
    Automatic Spontaneous Speech Grading: A Novel Feature Derivation Technique using the Crowd
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    In this paper, we address the problem of evaluating spontaneous speech using a combination of machine learning and crowdsourcing. Machine learning techniques inadequately solve th...
    Vinay Shashidhar, Nishant Pandey, Varun Aggarwal
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    End-to-end Argument Generation System in Debating
    10 years 12 days ago
    End-to-end Argument Generation System in Debating
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    We introduce an argument generation system in debating, one that is based on sentence retrieval. Users can specify a motion such as This house should ban gambling, and a stance on...
    Misa Sato, Kohsuke Yanai, Toshinori Miyoshi, Toshi...
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    ACL
    2015
    13views Computational Linguistics» more  ACL 2015»
    New Transfer Learning Techniques for Disparate Label Sets
    10 years 12 days ago
    New Transfer Learning Techniques for Disparate Label Sets
    Download  www.cs.columbia.edu
    In natural language understanding (NLU), a user utterance can be labeled differently depending on the domain or application (e.g., weather vs. calendar). Standard domain adaptatio...
    Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo...
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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    Tagging Performance Correlates with Author Age
    10 years 12 days ago
    Tagging Performance Correlates with Author Age
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    Many NLP tools for English and German are based on manually annotated articles from the Wall Street Journal and Frankfurter Rundschau. The average readers of these two newspapers ...
    Dirk Hovy, Anders Søgaard
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks
    10 years 12 days ago
    Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks
    Download  aclweb.org
    Traditional approaches to the task of ACE event extraction primarily rely on elaborately designed features and complicated natural language processing (NLP) tools. These tradition...
    Yubo Chen, Liheng Xu, Kang Liu, Daojian Zeng, Jun ...
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering
    10 years 12 days ago
    Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering
    Download  www.aclweb.org
    Community question answering (cQA) has become an important issue due to the popularity of cQA archives on the web. This paper is concerned with the problem of question retrieval. ...
    Guangyou Zhou, Tingting He, Jun Zhao, Po Hu
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Classifying Relations by Ranking with Convolutional Neural Networks
    10 years 12 days ago
    Classifying Relations by Ranking with Convolutional Neural Networks
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    Relation classification is an important semantic processing task for which state-ofthe-art systems still rely on costly handcrafted features. In this work we tackle the relation ...
    Cícero Nogueira dos Santos, Bing Xiang, Bow...
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