AI Research

AI & ML Research Papers

A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.

All Papers

3 papers

PreprintConference on Empirical Methods in Natural Language Processing2024

Multi-expert Prompting with LLMs

Do Xuan Long, Duong Ngoc Yen, A. Luu, et al.

Multi-expert Prompting enhances LLM generation by simulating multiple experts, aggregating responses, and selecting the best, outperforming baselines in truthfulness and factuality.

21Nov 1, 2024Large Language ModelsPrompting

arXiv

Preprint2026

G-CARL: Grounded Checklist-Aligned Reward Learning for Patient-Oriented Medical Report Interpretation

Shiao Xie, Siyu Chen, Jianwei Lv, et al.

Introduces G-CARL, a grounded checklist-aligned reinforcement learning framework for patient-oriented medical report interpretation, improving factuality and patient alignment.

0Aug 20, 2026Fine TuningReinforcement Learning

arXiv

Preprint2024

Rule: Reliable multimodal rag for factuality in medical vision language models

Unknown

This paper proposes a reliable multimodal RAG method for medical vision-language models to improve factual accuracy.

0Jan 1, 2024MultimodalComputer Vision