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Author

Long-Qi Yang

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#artificial intelligence Preprint Sep 2026

GLARE: Generative Learning via Adversarial Reward Estimation For Social Dynamics Forecasting

The Meeting Dynamic Forecasting Benchmark is introduced and GLARE is presented, an adaptation of adversarial imitation learning to conditional language generation and outperforming SFT and SPIN while remaining below the observed human continuation.

Tenghao Huang, Zhao-Xuan Tan, Mu-Hao Chen et al. · 0 citations

Evaluating LLM-Simulated Conversations in Modeling Inconsistent and Uncollaborative Behaviors in Human Social Interaction

This paper reconsiders the evaluation of simulated conversations by explicitly recognizing that human conversations inherently involve inconsistent and uncollaborative behaviors, such as misunderstandings and interruptions, and argues that LLM-simulated conversations should reproduce them at frequencies comparable to t...

Ryo Kamoi, Ameya Godbole, Bing-Lin Zhou et al. · 0 citations

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