Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning

Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning

27 May 2025

Papers citing "Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning"

12 / 12 papers shown

Title
Language Models Can Predict Their Own Behavior Dhananjay Ashok Jonathan May ReLM AI4TS LRM 89 1 0 18 Feb 2025
Demystifying Long Chain-of-Thought Reasoning in LLMs Edward Yeo Yuxuan Tong Morry Niu Graham Neubig Xiang Yue OffRL LRM 112 107 0 05 Feb 2025
In Case You Missed It: ARC 'Challenge' Is Not That Challenging Łukasz Borchmann 38 2 0 23 Dec 2024
C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness Yu Kang Xianghui Sun Liangyu Chen Wei Zou LRM 140 40 0 16 Dec 2024
RouteLLM: Learning to Route LLMs with Preference Data Isaac Ong Amjad Almahairi Vincent Wu Wei-Lin Chiang Tianhao Wu Joseph E. Gonzalez M. W. Kadous Ion Stoica 89 85 0 26 Jun 2024
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals Lida Chen Zujie Liang Xintao Wang Jiaqing Liang Yanghua Xiao Feng Wei Jinglei Chen Zhenghong Hao Bing Han Wei Wang 63 14 0 16 Jun 2024
When to Trust LLMs: Aligning Confidence with Response Quality Shuchang Tao Liuyi Yao Hanxing Ding Yuexiang Xie Qi Cao Fei Sun Jinyang Gao Huawei Shen Bolin Ding 66 22 0 26 Apr 2024
Learning to Trust Your Feelings: Leveraging Self-awareness in LLMs for Hallucination Mitigation Yuxin Liang Zhuoyang Song Hao Wang Jiaxing Zhang HILM 58 31 0 27 Jan 2024
GPQA: A Graduate-Level Google-Proof Q&A Benchmark David Rein Betty Li Hou Asa Cooper Stickland Jackson Petty Richard Yuanzhe Pang Julien Dirani Julian Michael Samuel R. Bowman AI4MH ELM 70 627 0 20 Nov 2023
Fine-tuning Language Models for Factuality Katherine Tian Eric Mitchell Huaxiu Yao Christopher D. Manning Chelsea Finn KELM HILM SyDa 53 172 0 14 Nov 2023
Let's Verify Step by Step Hunter Lightman V. Kosaraju Yura Burda Harrison Edwards Bowen Baker Teddy Lee Jan Leike John Schulman Ilya Sutskever K. Cobbe ALM OffRL LRM 109 1,044 0 31 May 2023
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 90 2,474 0 14 Mar 2018