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SeerNet at SemEval-2018 Task 1: Domain Adaptation for Affect in Tweets
AbstractThe paper describes the best performing system for the SemEval-2018 Affect in Tweets(English) sub-tasks. The system focuses on the ordinal classification and regression sub-tasks for valence and emotion. For ordinal …...
Word Affect Intensities
Words often convey affect—emotions, feelings, and attitudes. Further, different words can convey affect to various degrees (intensities). However, existing manually created lexicons for basic emotions (such as anger and fear) …...
An Emotional Mess! Deciding on a Framework for Building a Dutch Emotion-Annotated Corpus
AbstractSeeing the myriad of existing emotion models, with the categorical versus dimensional opposition the most important dividing line, building an emotion-annotated corpus requires some well thought-out strategies concerning framework choice. …...
Impact of Emojis on Automatic Analysis of Individual Emotion Categories
AbstractAutomatic emotion analysis is a highly challenging task for Natural Language Processing, which has so far mainly relied on textual contents to determine the emotion of text. However, words are …...