Few shot chain-of-thought driven reasoning to prompt LLMs for open ended
medical question answering

Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answering

7 March 2024

Ojas Gramopadhye

Saeel Sandeep Nachane

Ganesh Ramakrishnan

Kshitij S. Jadhav

Sachindra Joshi

Papers citing "Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answering"

18 / 18 papers shown

Title
Enigme: Generative Text Puzzles for Evaluating Reasoning in Language Models John Hawkins ReLM LRM 57 0 0 08 May 2025
GroverGPT-2: Simulating Grover's Algorithm via Chain-of-Thought Reasoning and Quantum-Native Tokenization Min Chen Jinglei Cheng Pingzhi Li Haoran Wang Tianlong Chen Junyu Liu LRM 48 0 0 08 May 2025
Pragmatic Inference Chain (PIC) Improving LLMs' Reasoning of Authentic Implicit Toxic Language Xi Chen Shuo Wang ReLM LRM 47 0 0 03 Mar 2025
MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis Daniel Rose Chia-Chien Hung Marco Lepri Israa Alqassem Kiril Gashteovski Carolin (Haas) Lawrence LM&MA 73 1 0 26 Feb 2025
Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models Yingqian Cui Pengfei He Jingying Zeng Hui Liu Xianfeng Tang ... Zhen Li Suhang Wang Yue Xing Jiliang Tang Qi He LRM 52 9 0 18 Feb 2025
An Empirical Evaluation of Large Language Models on Consumer Health Questions Moaiz Abrar Y. Sermet Ibrahim Demir AI4MH LM&MA ELM 43 2 0 03 Jan 2025
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Elita Lobo Chirag Agarwal Himabindu Lakkaraju LRM 75 5 0 22 Nov 2024
CryptoLLM: Unleashing the Power of Prompted LLMs for SmartQnA and Classification of Crypto Posts Aniket Deroy Subhankar Maity 30 0 0 12 Nov 2024
Generative LLM Powered Conversational AI Application for Personalized Risk Assessment: A Case Study in COVID-19 Mohammad Amin Roshani Xiangyu Zhou Yao Qiang Srinivasan Suresh Steve Hicks Usha Sethuraman Dongxiao Zhu LM&MA 26 0 0 23 Sep 2024
From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AI Stefanie Krause Frieder Stolzenburg ELM LRM 41 1 0 04 Jul 2024
NutriBench: A Dataset for Evaluating Large Language Models on Nutrition Estimation from Meal Descriptions Andong Hua Mehak Preet Dhaliwal Ryan Burke Yao Qin Yao Qin 41 1 0 04 Jul 2024
DGRC: An Effective Fine-tuning Framework for Distractor Generation in Chinese Multi-choice Reading Comprehension Runfeng Lin Dacheng Xu Huijiang Wang Zebiao Chen Yating Wang Shouqiang Liu 44 0 0 29 May 2024
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments Samuel Schmidgall Rojin Ziaei Carl Harris Eduardo Reis Jeffrey Jopling Michael Moor 49 42 0 13 May 2024
XAI4LLM. Let Machine Learning Models and LLMs Collaborate for Enhanced In-Context Learning in Healthcare Fatemeh Nazary Yashar Deldjoo Tommaso Di Noia E. Sciascio LM&MA 47 1 0 10 May 2024
TWIN-GPT: Digital Twins for Clinical Trials via Large Language Model Yue Wang Tianfan Fu Yinlong Xu Zihan Ma Hongxia Xu Yingzhou Lu Bang Du Hong-Yan Gao Jian Wu LM&MA 53 27 0 01 Apr 2024
Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain Burcu Sayin Pasquale Minervini Jacopo Staiano Andrea Passerini LM&MA AI4MH 37 8 0 29 Mar 2024
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 243 815 0 13 Sep 2019