[PDF] Multi-class Sentiment Classification on Twitter using an Emoji - DiVA
As emojis are becoming more popular to use in text-based commu- nication this thesis investigates the feasibility of an emoji training heuristic for multi-class
[PDF] Classifying the Informative Behaviour of Emoji in Microblogs
The best classification model achieved an F-score of 0 7 In this paper we shortly present the corpus, and we describe the classification experiments, explain the
[PDF] Towards an Emotion-Based Analysis of Emojis - Association for
(2009) proposed a form of distant supervision by using emoticons as noisy labels for Twitter sentiment classification Davidov et al (2010) adopted a fairly similar
[PDF] Emoji-Powered Representation Learning for Cross-Lingual - IJCAI
To tackle this problem, cross- lingual sentiment classification approaches aim to transfer knowledge learned from one language that has abundant labeled
[PDF] Using Neural Networks to Predict Emoji Usage from Twitter Data
We frame this investigation as a text classification problem, mapping input text to their most likely accompanying emoji, utilizing 1 5 million scraped Twitter tweets
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