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Home/Authors/Avi Caciularu

Avi Caciularu

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

NLP×1AI×1

Frequent co-authors

Gabrielle Kaili-May Liu1×
Gal Yona1×
Idan Szpektor1×
Arman Cohan1×

Research Timeline

2026
Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs

This paper introduces two novel mechanisms, reinforcement learning with metacognitive feedback (RLMF) and metacognitive data selection, to enhance language model metacognition and achieve faithful calibration.

Highlighted terms show continued research focus across papers

Papers

cs.CLcs.AIEmpiricalRecentJun 30, 2026

Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs

Gabrielle Kaili-May Liu, Avi Caciularu, Gal Yona, Idan Szpektor +1 more

This paper introduces two novel mechanisms, reinforcement learning with metacognitive feedback (RLMF) and metacognitive data selection, to enhance language model metacognition and achieve faithful cal…

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