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cs.CL2026
CC-Mediation: Evaluating Large Language Models for Cross-Cultural Conflict Mediation
Suhyun Lee, Wenxuan Zhang, W. Quin Yow +1
Cross-cultural mediation by large language models (LLMs) requires deciding both when to intervene and how to respond in culturally grounded conflicts. Progress on this problem has…
cs.CL2026
Pardon? Evaluating Conversational Repair in Large Audio-Language Models
Shuanghong Huang, Jinlei Xu, Youchao Zhou +4
Large Audio-Language Models (LALMs) have demonstrated strong performance in spoken question answering (QA), with existing evaluations primarily focusing on answer accuracy and robu…
cs.CL2026
Language of Thought Shapes Output Diversity in Large Language Models
Shaoyang Xu, Wenxuan Zhang
Output diversity is crucial for Large Language Models as it underpins pluralism and creativity. In this work, we reveal that controlling the language used during model thinking-the…