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Thought calibration: Efficient and confident test-time scaling

Thought calibration: Efficient and confident test-time scaling

23 May 2025
Menghua Wu
Cai Zhou
Stephen Bates
Tommi Jaakkola
    LRM
ArXiv (abs)PDFHTML

Papers citing "Thought calibration: Efficient and confident test-time scaling"

4 / 4 papers shown
Title
Conformal Language Model Reasoning with Coherent Factuality
Conformal Language Model Reasoning with Coherent Factuality
Maxon Rubin-Toles
Maya Gambhir
Keshav Ramji
Aaron Roth
Surbhi Goel
HILMLRM
71
2
0
21 May 2025
Dynamic Early Exit in Reasoning Models
Dynamic Early Exit in Reasoning Models
Chenxu Yang
Qingyi Si
Yongjie Duan
Zheliang Zhu
Chenyu Zhu
Zheng Lin
Zheng Lin
Li Cao
Weiping Wang
ReLMLRM
168
22
0
22 Apr 2025
Reasoning Models Can Be Effective Without Thinking
Reasoning Models Can Be Effective Without Thinking
Wenjie Ma
Jingxuan He
Charlie Snell
Tyler Griggs
Sewon Min
Matei A. Zaharia
ReLMLRM
134
53
1
14 Apr 2025
Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification
Anqi Zhang
Yulin Chen
Jane Pan
Chen Zhao
Aurojit Panda
Jinyang Li
He He
ReLMLRM
133
17
0
07 Apr 2025
1