4 papers · 1 filter
Twists and Turns: A Graph-Based Benchmark and Framework for Long-Term Memory in Exploration Tasks
Chongyuan Dai, Yaling Shen, Zirui Song +3
Long-term problem-solving processes, such as scientific research and software development, proceed along an evolving trial-and-error trajectory toward a central goal. We term these…
Don' t Box Me In: Dynamic Cultural Adaptation and Cognitive Tracking for Social Understanding
Chongyuan Dai, Yaling Shen, Shengeng Tang +2
Social interaction increasingly takes place in multicultural settings, where individuals may draw on multiple cultural influences and adapt their communicative behavior across cont…
Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses
Chongyuan Dai, Yaling Shen, Zihan Gao +6
Culture serves as a fundamental determinant of human affective processing and profoundly shapes how individuals perceive and interpret emotional stimuli. Despite this intrinsic lin…
Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning
Chongyuan Dai, Jinpeng Hu, Hongchang Shi +4
Amidst a shortage of qualified mental health professionals, the integration of large language models (LLMs) into psychological applications offers a promising way to alleviate the…