Yuxin Huang

Research on Lovelorn Emotion Recognition Based on Ernie Tiny

2023 · Frontiers in Computing and Intelligent Systems

Topics related to sentiment classification and emotion recognition are an important part of the Natural Language Processing research field and can be used to analyze users' sentiment tendencies towards brands, understand the public's attitudes and …

Sentiment Detection through Emotion Classification Using Deep Learning Approach for Chinese Text

2023

Emotion classification and sentiment analysis represent crucial research areas within the field of Natural Language Processing. Previous studies have primarily focused on conducting sentiment classification and emotion classification as separate tasks. Only a limited number …

PTEKC: Pre-training with Event knowledge of ConceptNet for Cross-lingual Event Causality Identification

2024 · Research Square

Abstract Event Causality Identification (ECI) task aims to identify causal relations between events in texts, which is beneficial to understanding the precise logic meaning expressed by a text. Although existing event causality identification works based …

Zero-Shot Text Normalization via Cross-Lingual Knowledge Distillation

2024 · IEEE/ACM Transactions on Audio Speech and Language Processing

Text normalization (TN) is a crucial preprocessing step in text-to-speech synthesis, which pertains to the accurate pronunciation of numbers and symbols within the text. Existing neural network-based TN methods have shown significant success in rich-resource …

Mitigating Gender Bias in Natural Language Processing: Literature Review

2019

Tony Sun, Andrew Gaut, Shirlyn Tang, Yuxin Huang, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth Belding, Kai-Wei Chang, William Yang Wang. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. 2019.