Xu, Paiheng
- Large Language Models and Causal Inference in Collaboration: A Survey
2024/03/14 by Xiaoyu Liu, Liu, Xiaoyu, Paiheng Xu +23 · 15 citations
Computer Science · #Topic Modeling
- Explore Spurious Correlations at the Concept Level in Language Models for Text Classification
2023/11/15 by Zhou, Yuhang, Xu, Paiheng, Liu, Xiaoyu +3 · 12 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Towards Understanding In-Context Learning with Contrastive Demonstrations and Saliency Maps
2023/07/11 by Fuxiao Liu, Liu, Fuxiao, Paiheng Xu +6 · 4 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
- GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint
2023/05/25 by Xu, Paiheng, Zhou, Yuhang, An, Bang +2 · 1 citation
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of Topic Models
2025/02/20 by Li, Zongxia, Calvo-Bartolomé, Lorena, Hoyle, Alexander +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Emojis Decoded: Leveraging ChatGPT for Enhanced Understanding in Social Media Communications
2024/01/22 by Yuhang Zhou, Paiheng Xu, Zhou, Yuhang +9 · 1 citation
Computer Science · Medicine · Psychology · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing #Topic Modeling
- DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data
2025/05/21 by Zhou, Yuhang, Zhu, Jing, Qian, Shengyi +7 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)