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cs.CL2026
What Makes a Social Agent's Interactions Effective? Learning from Verifiable Outcomes in Paired Worlds
Caixin Kang, Ke Wang, Yuchuan Wu +5
Effective social interaction requires more than fluent responses: agents must reach plans that fit the participants' needs and circumstances. Existing evaluations of social agents…
cs.CL2026
EIBench: A Simulator-Based Benchmark and Turn-Credit RL for Emotion Management
Rongzhi Zhu, Xiang Huang, Yuchuan Wu +8
Emotional intelligence (EI) in Large Language Models (LLMs) is often evaluated through static understanding tasks or single-response dialogue generation. However, emotion managemen…
cs.CL2024★ 3 cited
Large Language Model based Situational Dialogues for Second Language Learning
Shuyao Xu, Long Qin, Tianyang Chen +3
In second language learning, scenario-based conversation practice is important for language learners to achieve fluency in speaking, but students often lack sufficient opportunitie…