Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm Nagaoka University of Technology Yuto Kamiwaki Literature Review
Literature ● Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm ● Bjarke Felbo, Alan Mislove, Anders Søgaard, Iyad Rahwan, Sune Lehmann ● EMNLP 2017 2
Pretraining ● 2013年1月から2017年6月までのTweet data(emojiあり) ● Only English tweets without URL’s are used for the pretraining dataset. ● All tweets are tokenized on a word-by-word basis. 6