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    78
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    ACL
    2015
    13views Computational Linguistics» more  ACL 2015»
    New Transfer Learning Techniques for Disparate Label Sets
    9 years 11 months 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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    73
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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    Tagging Performance Correlates with Author Age
    9 years 11 months 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
    9 years 11 months 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
    9 years 11 months 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
    9 years 11 months 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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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    Lexical Comparison Between Wikipedia and Twitter Corpora by Using Word Embeddings
    9 years 11 months ago
    Lexical Comparison Between Wikipedia and Twitter Corpora by Using Word Embeddings
    Download  cs.uwaterloo.ca
    Compared with carefully edited prose, the language of social media is informal in the extreme. The application of NLP techniques in this context may require a better understanding...
    Luchen Tan, Haotian Zhang, Charles L. A. Clarke, M...
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    ACL
    2015
    24views Computational Linguistics» more  ACL 2015»
    Improving Named Entity Recognition in Tweets via Detecting Non-Standard Words
    9 years 11 months ago
    Improving Named Entity Recognition in Tweets via Detecting Non-Standard Words
    Download  www.aclweb.org
    Most previous work of text normalization on informal text made a strong assumption that the system has already known which tokens are non-standard words (NSW) and thus need normal...
    Chen Li, Yang Liu
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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Unsupervised Cross-Domain Word Representation Learning
    9 years 11 months ago
    Unsupervised Cross-Domain Word Representation Learning
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    Meaning of a word varies from one domain to another. Despite this important domain dependence in word semantics, existing word representation learning methods are bound to a singl...
    Danushka Bollegala, Takanori Maehara, Ken-ichi Kaw...
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    ACL
    2015
    25views Computational Linguistics» more  ACL 2015»
    A Computational Approach to Automatic Prediction of Drunk-Texting
    9 years 11 months ago
    A Computational Approach to Automatic Prediction of Drunk-Texting
    Download  www.cse.iitb.ac.in
    Alcohol abuse may lead to unsociable behavior such as crime, drunk driving, or privacy leaks. We introduce automatic drunk-texting prediction as the task of identifying whether a ...
    Aditya Joshi, Abhijit Mishra, Balamurali A. R, Pus...
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    ACL
    2015
    29views Computational Linguistics» more  ACL 2015»
    Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model
    9 years 11 months ago
    Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model
    Download  aclweb.org
    We introduce C-PHRASE, a distributional semantic model that learns word representations by optimizing context prediction for phrases at all levels in a syntactic tree, from single...
    Nghia The Pham, Germán Kruszewski, Angeliki...
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