MedAdapter: Efficient Test-Time Adaptation of Large Language Models
towards Medical Reasoning

MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning

5 May 2024

Ran Xu

Papers citing "MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning"

13 / 13 papers shown

Title
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning Xiangru Tang Daniel Shao Jiwoong Sohn Jiapeng Chen Jiayi Zhang ... Yilun Zhao Chenglin Wu Wenqi Shi Arman Cohan Mark B. Gerstein AI4MH LRM ELM LM&MA 99 7 0 10 Mar 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains Ran Xu Hui Liu Sreyashi Nag Zhenwei Dai Yaochen Xie ... Chen Luo Yang Li Joyce C. Ho Carl Yang Qi He RALM 143 11 0 28 Jan 2025
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning Xiangru Tang Anni Zou Zhuosheng Zhang Ziming Li Yilun Zhao Xingyao Zhang Arman Cohan Mark B. Gerstein LRM LM&MA 65 158 0 16 Nov 2023
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 98 795 0 20 Mar 2023
$k$ NN-Adapter: Efficient Domain Adaptation for Black-Box Language Models Yangsibo Huang Daogao Liu Zexuan Zhong Weijia Shi Y. Lee RALM ALM 54 15 0 21 Feb 2023
Analyzing Leakage of Personally Identifiable Information in Language Models Nils Lukas A. Salem Robert Sim Shruti Tople Lukas Wutschitz Santiago Zanella Béguelin PILM 95 226 0 01 Feb 2023
Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model A. Luccioni S. Viguier Anne-Laure Ligozat 91 276 0 03 Nov 2022
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 99 3,723 0 03 Sep 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 335 10,226 0 17 Jun 2021
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 249 260 0 19 Oct 2020
CORD-19: The COVID-19 Open Research Dataset Lucy Lu Wang Kyle Lo Yoganand Chandrasekhar Russell Reas Jiangjiang Yang ... Boya Xie Douglas A. Raymond Daniel S. Weld Oren Etzioni Sebastian Kohlmeier 84 806 0 22 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 119 4,048 0 10 Apr 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 350 883 0 13 Sep 2019

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