First Finish Search: Efficient Test-Time Scaling in Large Language Models

23 May 2025

Papers citing "First Finish Search: Efficient Test-Time Scaling in Large Language Models"

21 / 21 papers shown

Title
Phi-4-reasoning Technical Report Marah Abdin Sahaj Agarwal Ahmed Hassan Awadallah Vidhisha Balachandran Harkirat Singh Behl ... Vaishnavi Shrivastava Vibhav Vineet Yue Wu Safoora Yousefi Guoqing Zheng ReLM LRM 197 15 0 30 Apr 2025
Thinking Machines: A Survey of LLM based Reasoning Strategies Dibyanayan Bandyopadhyay Soham Bhattacharjee Asif Ekbal LRM ELM 84 10 0 13 Mar 2025
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems Hao Peng Yunjia Qi Xiaozhi Wang Zijun Yao Bin Xu Lei Hou Juanzi Li ALM LRM 99 7 0 26 Feb 2025
S*: Test Time Scaling for Code Generation Dacheng Li Shiyi Cao Chengkun Cao Xiuyu Li Shangyin Tan Kurt Keutzer Jiarong Xing Joseph E. Gonzalez Ion Stoica LRM VLM 100 16 0 21 Feb 2025
MCTS-Judge: Test-Time Scaling in LLM-as-a-Judge for Code Correctness Evaluation Yutong Wang Pengliang Ji Chaoqun Yang Kaixin Li Ming Hu Jiaoyang Li Guillaume Sartoretti LRM ELM 87 6 0 18 Feb 2025
Learning to Reason from Feedback at Test-Time Yanyang Li Michael R. Lyu Liwei Wang LRM 106 4 0 16 Feb 2025
Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models Xiao-Wen Yang Xuan-Yi Zhu Wen-Da Wei Ding-Chu Zhang Jie-Jing Shao Zhi Zhou Lan-Zhe Guo Yu-Feng Li KELM LRM 52 8 0 06 Feb 2025
CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning Jianfeng Pan Senyou Deng Shaomang Huang KELM LRM AI4CE 72 5 0 04 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 380 1,970 0 22 Jan 2025
T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling Zhenyu Hou Xin Lv Rui Lu Jing Zhang Yongqian Li Zijun Yao Juanzi Li J. Tang Yuxiao Dong OffRL LRM ReLM 140 33 0 20 Jan 2025
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Bradley Brown Jordan Juravsky Ryan Ehrlich Ronald Clark Quoc V. Le Christopher Ré Azalia Mirhoseini ALM LRM 245 325 0 03 Jan 2025
A Simple Model of Inference Scaling Laws Noam Levi LRM 71 13 0 21 Oct 2024
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters Charlie Snell Jaehoon Lee Kelvin Xu Aviral Kumar LRM 193 692 0 06 Aug 2024
From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models Sean Welleck Amanda Bertsch Matthew Finlayson Hailey Schoelkopf Alex Xie Graham Neubig Ilia Kulikov Zaid Harchaoui 113 75 0 24 Jun 2024
OlympicArena Medal Ranks: Who Is the Most Intelligent AI So Far? Zhen Huang Zengzhi Wang Shijie Xia Pengfei Liu ELM 101 11 0 24 Jun 2024
Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning Yuxi Xie Anirudh Goyal Wenyue Zheng Min-Yen Kan Timothy Lillicrap Kenji Kawaguchi Michael Shieh ReLM LRM 114 126 0 01 May 2024
Stream of Search (SoS): Learning to Search in Language Kanishk Gandhi Denise Lee Gabriel Grand Muxin Liu Winson Cheng Archit Sharma Noah D. Goodman RALM AIFin LRM 79 68 0 01 Apr 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 115 728 0 20 Nov 2023
Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding Jiacheng Liu Andrew Cohen Ramakanth Pasunuru Yejin Choi Hannaneh Hajishirzi Asli Celikyilmaz 85 32 0 26 Sep 2023
Planning with Large Language Models for Code Generation Shun Zhang Zhenfang Chen Songlin Yang Mingyu Ding J. Tenenbaum Chuang Gan 93 160 0 09 Mar 2023
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models Ashwin K. Vijayakumar Michael Cogswell Ramprasaath R. Selvaraju Q. Sun Stefan Lee David J. Crandall Dhruv Batra 91 555 0 07 Oct 2016