Aligning Large Language Models for Clinical Tasks

Aligning Large Language Models for Clinical Tasks

6 September 2023

Supun Manathunga

Isuru Hettigoda

Papers citing "Aligning Large Language Models for Clinical Tasks"

13 / 13 papers shown

Title
On the Reliability of Large Language Models to Misinformed and Demographically-Informed Prompts Toluwani Aremu Oluwakemi Akinwehinmi Chukwuemeka Nwagu Syed Ishtiaque Ahmed Rita Orji Pedro Arnau Del Amo Abdulmotaleb El Saddik 21 0 0 06 Oct 2024
LanguaShrink: Reducing Token Overhead with Psycholinguistics Xuechen Liang Meiling Tao Yinghui Xia Tianyu Shi Jun Wang JingSong Yang 13 1 0 01 Sep 2024
Aligning (Medical) LLMs for (Counterfactual) Fairness Raphael Poulain Hamed Fayyaz Rahmatollah Beheshti 21 3 0 22 Aug 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions Lei Liu Xiaoyan Yang Junchi Lei Xiaoyang Liu Yue Shen ... Peng Wei Jinjie Gu Zhixuan Chu Zhan Qin Kui Ren LM&MA AILaw 34 14 0 06 Jun 2024
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 203 2,232 0 22 Mar 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 147 386 0 15 Mar 2023
The Diminishing Returns of Masked Language Models to Science Zhi Hong Aswathy Ajith Gregory Pauloski Eamon Duede Kyle Chard Ian T. Foster 30 18 0 23 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 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 315 8,261 0 28 Jan 2022
The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Yi-Chong Huang Xiachong Feng Xiaocheng Feng Bing Qin HILM 125 104 0 30 Apr 2021
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 220 4,424 0 23 Jan 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 199 791 0 13 Sep 2019