Gabrielle Kaili-May Liu
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Publications per year
226
Top categories
NLP×2AI×2
Frequent co-authors
Research Timeline
2026
Quantifying Faithful Confidence Expression in Large Reasoning Models
The paper introduces a novel framework to quantify faithful confidence expression (FC) in Large Reasoning Models (LRMs), finding that FC remains a significant and challenging reliability target for these models.
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
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…
View →
cs.CLcs.AIRecent