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XLM-T: A Multilingual Language Model Toolkit for Twitter ...
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Learning Cross-Lingual Word Embeddings from Twitter via Distant Supervision
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In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 14 (2020): Fourteenth International AAAI Conference on Web and Social Media; 72-82 ; 2334-0770 ; 2162-3449 (2020)
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Learning cross-lingual word embeddings from Twitter via distant supervision
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SemEval 2018 Task 2: Multilingual Emoji Prediction
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Abstract:
This paper describes the results of the first shared task on Multilingual Emoji Prediction, organized as part of SemEval 2018. Given the text of a tweet, the task consists of predicting the most likely emoji to be used along such tweet. Two subtasks were proposed, one for English and one for Spanish, and participants were allowed to submit a system run to one or both subtasks. In total, 49 teams participated in the English subtask and 22 teams submitted a system run to the Spanish subtask. Evaluation was carried out emoji-wise, and the final ranking was based on macro F-Score. Data and further information about this task can be found at https://competitions. codalab.org/competitions/17344.
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URL: https://doi.org/10.18653/v1/S18-1003 http://orca.cf.ac.uk/114048/
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How Gender and Skin Tone Modifiers Affect Emoji Semantics in Twitter
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Overview of the Evalita 2018 Italian Emoji Prediction (ITAmoji) Task
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Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges
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Overview of the Evalita 2016 SENTIment POLarity Classification Task
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In: Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016) ; https://hal.inria.fr/hal-01414731 ; Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), Dec 2016, Naples, Italy (2016)
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Overview of the Evalita 2016 Sentiment Polarity Classification Task
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Is This Tweet Satirical? A Computational Approach for Satire Detection in Spanish ; ¿Es satírico este tweet? Un método automático para la identificación del lenguaje satírico en español
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How gender and skin tone modifiers affect emoji semantics in Twitter
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How gender and skin tone modifiers affect emoji semantics in Twitter
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Interpretable emoji prediction via label-wise attention LSTMs
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Towards the understanding of gaming audiences by modeling Twitch emotes
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