DeepStance at SemEval-2016 Task 6: Detecting Stance in Tweets Using Character and Word-Level CNNs

This paper describes our approach for the Detecting Stance in Tweets task (SemEval-2016 Task 6). We utilized recent advances in short text categorization using deep learning to create word-level and character-level models. The choice between word-level and character level models in each particular c...

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Bibliographic Details
Main Authors: Vijayaraghavan, Prashanth, Sysoev, Ivan Sergeevich, Vosoughi, Soroush, Roy, Deb K
Other Authors: Massachusetts Institute of Technology. Media Laboratory
Format: Article
Language:en_US
Published: Association for Computational Linguistics 2016
Online Access:http://hdl.handle.net/1721.1/104351
https://orcid.org/0000-0002-5826-1591
https://orcid.org/0000-0003-2483-8265
https://orcid.org/0000-0002-2564-8909
https://orcid.org/0000-0002-4333-7194