GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection

no code implementations • SemEval (NAACL) 2022 • Junyu Lu, Hao Zhang, Tongyue Zhang, Hongbo Wang, Haohao Zhu, Bo Xu, Hongfei Lin

For Subtask B, framed as a multi-label classification problem, we utilize various improved multi-label cross-entropy loss functions and analyze the performance of our method.

Binary Classification Multi-Label Classification

Enhancing Textual Personality Detection toward Social Media: Integrating Long-term and Short-term Perspectives

no code implementations • 23 Apr 2024 • Haohao Zhu, Xiaokun Zhang, Junyu Lu, Youlin Wu, Zewen Bai, Changrong Min, Liang Yang, Bo Xu, Dongyu Zhang, Hongfei Lin

This limitation hinders a comprehensive understanding of individuals' personalities, as both stable traits and dynamic states are vital.