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Jianing Yin

3 accepted papers

2026

Grounding LLMs in Scientific Discovery via Embodied Actions

ICML 2026poster

Large Language Models (LLMs) have shown significant potential in scientific discovery but struggle to bridge the gap between theoretical reasoning and verifiable physical simulation. Existing solutions operate in a passive "execute-then-response" loop and thus lack runtime perception, obscuring agen…

Cited by 0SourceScholar
2025

Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues

EMNLP 2025

Cognitive Restructuring (CR) uses multi-turn dialogue to identify and restructure one’s negative thoughts, arising from mental health issues, into more helpful and positive ones. Clinician shortage and stigma urge the development of human-LLM interactive psychotherapy for CR. Yet, effectively implem

2025

SocialEval: Evaluating Social Intelligence of Large Language Models

ACL 2025long

LLMs exhibit promising Social Intelligence (SI) in modeling human behavior, raising the need to evaluate LLMs’ SI and their discrepancy with humans. SI equips humans with interpersonal abilities to behave wisely in navigating social interactions to achieve social goals. This presents an operational…