18 citations · 22 across the 2 of their papers we have counts for
3 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…
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…