الباحثون

Ziwei Zhu

المنشورات 2

نسخة أولية وصول مفتوح

Debias It Yourself: Teaching LLMs Cognitive Bias Mitigation Interventions

Chahat Raj, Sina Mansouri, Aylin Caliskan وآخرون · 2026

Bias has long been studied in social psychology and cognitive science, where decades of research have produced a body of validated interventions that reduce stereotypical thinking and prejudiced responses in humans. We propose Debias It Yourself (DIY), a cognitively grounded framework that translates five such interven …

نسخة أولية وصول مفتوح

Giving Credit Where It's Due: Redundancy-Aware Learning for Efficient Reasoning

Yuqing Zhou, Hong Wang, Manqing Mao وآخرون · 2026

Large reasoning models can produce correct yet unnecessarily long reasoning traces. Existing methods improve reasoning efficiency with trajectory-level objectives or local token- and step-level signals, but rarely model inter-step semantic dependencies. This limits their ability to distinguish redundant steps from thos …

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