18 citations · 38 across the 3 of their papers we have counts for
6 papers
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…
Leveraging Linguistic Characteristics for Bipolar Disorder Recognition with Gender Differences
Yen-Hao Huang, Yi-Hsin Chen, Fernando Henrique Calderon Alvarado +4
Most previous studies on automatic recognition model for bipolar disorder (BD) were based on both social media and linguistic features. The present study investigates the possibili…
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…
Detection of the Prodromal Phase of Bipolar Disorder from Psychological and Phonological Aspects in Social Media
Yen-Hao Huang, Lin-Hung Wei, Yi-Shin Chen
Seven out of ten people with bipolar disorder are initially misdiagnosed and thirty percent of individuals with bipolar disorder will commit suicide. Identifying the early phases o…
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…