"interpretable reasoning" Papers

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PSI: A Benchmark for Human Interpretation and Response in Traffic Interactions

TAOTAO JING, Tina Chen, Renran Tian et al.

NEURIPS 2025

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space

Zhen Zhang, Xuehai He, Weixiang Yan et al.

NEURIPS 2025arXiv:2505.15778
48
citations

Reason2Drive: Towards Interpretable and Chain-based Reasoning for Autonomous Driving

Ming Nie, Renyuan Peng, Chunwei Wang et al.

ECCV 2024arXiv:2312.03661
115
citations