From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond

6 November 2024

Papers citing "From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond"

24 / 24 papers shown

Title
DoctorAgent-RL: A Multi-Agent Collaborative Reinforcement Learning System for Multi-Turn Clinical Dialogue Yichun Feng Jiawei Wang Lu Zhou Yixue Li OffRL LM&MA 208 0 0 26 May 2025
DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models Yakun Zhu Zhongzhen Huang Linjie Mu Yutong Huang Wei Nie Jiaji Liu Shaoting Zhang Pengfei Liu Xiaofan Zhang LM&MA ELM LRM 130 0 0 20 May 2025
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Jean-Philippe Corbeil Amin Dada Jean-Michel Attendu Asma Ben Abacha Alessandro Sordoni Lucas Caccia François Beaulieu Thomas Lin Jens Kleesiek Paul Vozila LM&MA 102 0 0 15 May 2025
DISC: DISC: Dynamic Decomposition Improves LLM Inference Scaling Jonathan Light Wei Cheng Benjamin Rivière Wu Yue Masafumi Oyamada Mengdi Wang Yisong Yue Santiago Paternain Haifeng Chen ReLM LRM 116 2 0 23 Feb 2025
Iterative Tree Analysis for Medical Critics Zenan Huang Mingwei Li Zheng Zhou Youxin Jiang 391 0 0 18 Jan 2025
Superhuman performance of a large language model on the reasoning tasks of a physician Peter G. Brodeur Thomas A. Buckley Zahir Kanjee Ethan Goh Evelyn Bin Ling ... Daniel Restrepo Eric Horvitz Jonathan Chen Arjun K. Manrai Adam Rodman LM&MA LRM AI4MH ELM 137 13 0 14 Dec 2024
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning Xinglin Wang Shaoxiong Feng Yiwei Li Peiwen Yuan Y. Zhang Boyuan Pan Heda Wang Yao Hu Kan Li LRM 123 25 0 24 Aug 2024
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters Charlie Snell Jaehoon Lee Kelvin Xu Aviral Kumar LRM 198 698 0 06 Aug 2024
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking E. Zelikman Georges Harik Yijia Shao Varuna Jayasiri Nick Haber Noah D. Goodman LLMAG ReLM LRM 127 151 0 14 Mar 2024
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 450 4,444 0 09 Jun 2023
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion Dongfu Jiang Xiang Ren Bill Yuchen Lin ELM 86 333 0 05 Jun 2023
Gorilla: Large Language Model Connected with Massive APIs Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 93 568 0 24 May 2023
Evaluating GPT-4 and ChatGPT on Japanese Medical Licensing Examinations Jungo Kasai Y. Kasai Keisuke Sakaguchi Yutaro Yamada Dragomir R. Radev LM&MA ELM 57 107 0 31 Mar 2023
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 145 811 0 20 Mar 2023
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 161 2,381 0 26 Dec 2022
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 450 2,976 0 06 Oct 2022
STaR: Bootstrapping Reasoning With Reasoning E. Zelikman Yuhuai Wu Jesse Mu Noah D. Goodman ReLM LRM 144 511 0 28 Mar 2022
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection Thomas Hartvigsen Saadia Gabriel Hamid Palangi Maarten Sap Dipankar Ray Ece Kamar 90 388 0 17 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 853 9,714 0 28 Jan 2022
Ideal Partition of Resources for Metareasoning Eric Horvitz J. Breese 22 5 0 18 Oct 2021
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 123 1,783 0 31 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 901 42,463 0 28 May 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 651 4,921 0 23 Jan 2020
Reasoning About Beliefs and Actions Under Computational Resource Constraints Eric Horvitz 88 405 0 27 Mar 2013