Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nachane, Saeel Sandeep, Gramopadhye, Ojas, Chanda, Prateek, Ramakrishnan, Ganesh, Jadhav, Kshitij Sharad, Nandwani, Yatin, Raghu, Dinesh, Joshi, Sachindra
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models
by: Gupta, Sonam, et al.
Published: (2025)

Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG
by: Bhushan, Kushagra, et al.
Published: (2025)

Exploring Gradient Subspaces: Addressing and Overcoming LoRA's Limitations in Federated Fine-Tuning of Large Language Models
by: Mahla, Navyansh, et al.
Published: (2024)

Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models
by: Gupta, Sonam, et al.
Published: (2024)

Bayesian Coreset Optimization for Personalized Federated Learning
by: Chanda, Prateek, et al.
Published: (2025)

BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback
by: Pandey, Gaurav, et al.
Published: (2024)

MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM
by: Mahla, Navyansh, et al.
Published: (2024)

FairPO: Robust Preference Optimization for Fair Multi-Label Learning
by: Mondal, Soumen Kumar, et al.
Published: (2025)

UniPROT: Uniform Prototype Selection via Partial Optimal Transport with Submodular Guarantees
by: Chanda, Prateek, et al.
Published: (2026)

INSITE: labelling medical images using submodular functions and semi-supervised data programming
by: Gautam, Akshat, et al.
Published: (2024)

Framework for Co-distillation Driven Federated Learning to Address Class Imbalance in Healthcare
by: Racha, Suraj, et al.
Published: (2024)

keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM
by: Wang, Chaojie, et al.
Published: (2023)

Bandit Guided Submodular Curriculum for Adaptive Subset Selection
by: Chanda, Prateek, et al.
Published: (2025)

FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image Analysis
by: Chodvadiya, Charulkumar, et al.
Published: (2024)

Multi-step retrieval and reasoning improves radiology question answering with large language models
by: Wind, Sebastian, et al.
Published: (2025)

Learning What Matters: Probabilistic Task Selection via Mutual Information for Model Finetuning
by: Chanda, Prateek, et al.
Published: (2025)

Can MLLMs generate human-like feedback in grading multimodal short answers?
by: Sil, Pritam, et al.
Published: (2024)

Enhancing scene‐text visual question answering with relational reasoning, attention and dynamic vocabulary integration
by: Mayank Agrawal, et al.
Published: (2024)

Towards a small language model powered chain‐of‐reasoning for open‐domain question answering
by: Jihyeon Roh, et al.
Published: (2024)

Mailbag questions and answers
by: Richard Rainsberger
Published: (2025)

100 questions answered?

Mailbag questions and answers
by: Richard Rainsberger
Published: (2025)

The Few-shot Dilemma: Over-prompting Large Language Models
by: Tang, Yongjian, et al.
Published: (2025)

Agentic retrieval-augmented reasoning reshapes collective reliability under model variability in radiology question answering
by: Farajiamiri, Mina, et al.
Published: (2026)

An answer to the question for the analytical device
by: Jairo Báez
Published: (2010)

MedPromptExtract (Medical Data Extraction Tool): Anonymization and Hi-fidelity Automated data extraction using NLP and prompt engineering
by: Srivastava, Roomani, et al.
Published: (2024)

Adaptive Multi-prompt Contrastive Network for Few-shot Out-of-distribution Detection
by: Fang, Xiang, et al.
Published: (2025)

Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance
by: Kashyap, Pankhi, et al.
Published: (2024)

Chapter “What is contemporary Japanese Cinema?”. Questioning the answers, answering with questions
by: CALORIO, GIACOMO
Published: (2022)

Spoken question answering for visual queries
by: Shabtay, Nimrod, et al.
Published: (2025)

If generative AI is the answer, what is the question?
by: Tewari, Ambuj
Published: (2025)

Zebra stripes: the questions raised by the answers
by: Hamish M. Ireland, et al.
Published: (2025)

Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems
by: Saley, Vishal Vivek, et al.
Published: (2024)

A handbook to the Palestine question : questions & answers / Ibrahim AL-Abid
by: Al-Abid, Ibrahim
Published: (1969)

Some negative answers to the Bergelson-Hindman's question
by: Wu, Qinqi
Published: (2024)

Five questions and answers about artificial intelligence
by: Prieto, Alberto, et al.
Published: (2024)

To answer a question of Professor Georges Rhin
by: Flammang, V.
Published: (2024)

Your CMA questions answered at BVA Congress
Published: (2024)

Agribot: agriculture-specific question answer system
by: Jain, Naman, et al.
Published: (2025)

Stability Plasticity Decoupled Fine-tuning For Few-shot end-to-end Object Detection
by: Yin, Yuantao, et al.
Published: (2024)