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Multilingual Irony Detection with Dependency Syntax and Neural Models ...
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Treebanking User-Generated Content: a UD Based Overview of Guidelines, Corpora and Unified Recommendations ...
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Sanguinetti, Manuela; Cassidy, Lauren; Bosco, Cristina; Çetinoğlu, Özlem; Cignarella, Alessandra Teresa; Lynn, Teresa; Rehbein, Ines; Ruppenhofer, Josef; Seddah, Djamé; Zeldes, Amir. - : arXiv, 2020
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Abstract:
This article presents a discussion on the main linguistic phenomena which cause difficulties in the analysis of user-generated texts found on the web and in social media, and proposes a set of annotation guidelines for their treatment within the Universal Dependencies (UD) framework of syntactic analysis. Given on the one hand the increasing number of treebanks featuring user-generated content, and its somewhat inconsistent treatment in these resources on the other, the aim of this article is twofold: (1) to provide a condensed, though comprehensive, overview of such treebanks -- based on available literature -- along with their main features and a comparative analysis of their annotation criteria, and (2) to propose a set of tentative UD-based annotation guidelines, to promote consistent treatment of the particular phenomena found in these types of texts. The overarching goal of this article is to provide a common framework for researchers interested in developing similar resources in UD, thus promoting ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.2011.02063
https://arxiv.org/abs/2011.02063
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