الباحثون

Xintao Wang

المنشورات 2

نسخة أولية وصول مفتوح

RGDT-Bench: Benchmarking LLM Reasoning for Rule-Governed Decisions and Their Justifications

Jianpeng Zhao, Haihua Xu, Haoyang Zhang وآخرون · 2026

We study reasoning in Rule-Governed Decision Tasks (RGDTs), where models apply external rules to case facts and justify decisions, as required in policy, contract, and compliance settings. Beyond the deductive capability emphasized by standard mathematical and logical reasoning tasks, RGDTs require interpreting rules a …

نسخة أولية وصول مفتوح

On the Behavioral Traits of LLM Agents

Haokai Zhao, Jie Gao, Yunze Xiao وآخرون · 2026

Users increasingly describe different AI agents as distinct colleagues to work with. AI personality research aims to quantify such impressions by attributing human-like "traits" to agents. However, existing measures fall short: models' self-reports (S-data) diverge from their actual behavior, while informant ratings fr …

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