3 papers
cs.AI2026
MARO: Learning Stronger Reasoning from Social Interaction
Yin Cai, Zhouhong Gu, Juntao Zhang +1
Humans face countless scenarios that require reasoning and judgment in daily life. However, existing large language model training methods primarily allow models to learn from exis…
cs.CL2025
From Language To Vision: A Case Study of Text Animation
Ping Chen, Richard Alo, Justin Rundell
Information can be expressed in multiple formats including natural language, images, and motions. Human intelligence usually faces little difficulty to convert from one format to a…
cs.CL2025
MIRAGE: Exploring How Large Language Models Perform in Complex Social Interactive Environments
Yin Cai, Zhouhong Gu, Zhaohan Du +5
Large Language Models (LLMs) have shown remarkable capabilities in environmental perception, reasoning-based decision-making, and simulating complex human behaviors, particularly i…