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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Classifying Relations by Ranking with Convolutional Neural Networks
    10 years 6 days ago
    Classifying Relations by Ranking with Convolutional Neural Networks
    Download  aclweb.org
    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
    10 years 6 days 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
    10 years 6 days 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
    10 years 6 days 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
    10 years 6 days 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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