18 citations · 38 across the 3 of their papers we have counts for
4 papers · 1 filter
EmotionX-IDEA: Emotion BERT -- an Affectional Model for Conversation
Yen-Hao Huang, Ssu-Rui Lee, Mau-Yun Ma +3
In this paper, we investigate the emotion recognition ability of the pre-training language model, namely BERT. By the nature of the framework of BERT, a two-sentence structure, we…
Facebook Reaction-Based Emotion Classifier as Cue for Sarcasm Detection
Po Chen Kuo, Fernando H. Calderon Alvarado, Yi-Shin Chen
Online social media users react to content in them based on context. Emotions or mood play a significant part of these reactions, which has filled these platforms with opinionated…
DeepEmo: Learning and Enriching Pattern-Based Emotion Representations
Elvis Saravia, Hsien-Chi Toby Liu, Yi-Shin Chen
We propose a graph-based mechanism to extract rich-emotion bearing patterns, which fosters a deeper analysis of online emotional expressions, from a corpus. The patterns are then e…
Surfacing contextual hate speech words within social media
Jherez Taylor, Melvyn Peignon, Yi-Shin Chen
Social media platforms have recently seen an increase in the occurrence of hate speech discourse which has led to calls for improved detection methods. Most of these rely on annota…