Title
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Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute Jianhao Chen Zishuo Xun Bocheng Zhou Han Qi Qiaosheng Zhang ... Wei Hu Yuzhong Qu W. Ouyang Wanli Ouyang Shuyue Hu 88 2 0 01 Apr 2025
Fin-R1: A Large Language Model for Financial Reasoning through Reinforcement Learning Zhaowei Liu X. Guo Fangqi Lou Lingfeng Zeng Jinyi Niu ... Sheng Xu Dezhi Chen Yun Chen Zuo Bai Liwen Zhang ReLM AIFin OffRL AI4TS LRM 64 9 0 20 Mar 2025
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RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs Zhongzhan Huang Guoming Ling Vincent S. Liang Yupei Lin Yandong Chen Shanshan Zhong Hefeng Wu LRM 75 5 0 08 Mar 2025
Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications Fengqin Zhou 89 0 0 06 Mar 2025
Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing Yi-Kai Zhang De-Chuan Zhan Han-Jia Ye ALM ELM LRM 67 3 0 24 Feb 2025
On Memorization of Large Language Models in Logical Reasoning Chulin Xie Yangsibo Huang Chiyuan Zhang Da Yu Xinyun Chen Bill Yuchen Lin Bo Li Badih Ghazi Ravi Kumar LRM 60 33 0 30 Oct 2024
GraphRouter: A Graph-based Router for LLM Selections Tao Feng Yanzhen Shen Jiaxuan You 102 17 0 04 Oct 2024
RouterBench: A Benchmark for Multi-LLM Routing System Qitian Jason Hu Jacob Bieker Xiuyu Li Nan Jiang Benjamin Keigwin Gaurav Ranganath Kurt Keutzer Shriyash Kaustubh Upadhyay 69 42 0 18 Mar 2024
Large Language Model based Multi-Agents: A Survey of Progress and Challenges Taicheng Guo Preslav Nakov Yaqi Wang Ruidi Chang Shichao Pei Nitesh Chawla Olaf Wiest Xiangliang Zhang LLMAG LM&Ro AI4CE LRM 79 271 0 21 Jan 2024
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 62 1,846 0 16 Aug 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 128 5,328 0 07 Jul 2021
Green AI Roy Schwartz Jesse Dodge Noah A. Smith Oren Etzioni 65 1,124 0 22 Jul 2019
A Tutorial on Spectral Clustering U. V. Luxburg 108 10,497 0 01 Nov 2007