SemEval-2014 Task 9: Sentiment Analysis in Twitter

December 06, 2019 ยท Declared Dead ยท ๐Ÿ› International Workshop on Semantic Evaluation

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Authors Sara Rosenthal, Preslav Nakov, Alan Ritter, Veselin Stoyanov arXiv ID 1912.02990 Category cs.CL: Computation & Language Cross-listed cs.IR, cs.LG, cs.SI Citations 585 Venue International Workshop on Semantic Evaluation Last Checked 3 months ago
Abstract
We describe the Sentiment Analysis in Twitter task, ran as part of SemEval-2014. It is a continuation of the last year's task that ran successfully as part of SemEval-2013. As in 2013, this was the most popular SemEval task; a total of 46 teams contributed 27 submissions for subtask A (21 teams) and 50 submissions for subtask B (44 teams). This year, we introduced three new test sets: (i) regular tweets, (ii) sarcastic tweets, and (iii) LiveJournal sentences. We further tested on (iv) 2013 tweets, and (v) 2013 SMS messages. The highest F1-score on (i) was achieved by NRC-Canada at 86.63 for subtask A and by TeamX at 70.96 for subtask B.
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