2 papers
cs.CL2025
Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs
Juraj Vladika, Annika Domres, Mai Nguyen +10
Large language models (LLMs) exhibit extensive medical knowledge but are prone to hallucinations and inaccurate citations, which pose a challenge to their clinical adoption and reg…
cs.CY2025
Responsible LLM Deployment for High-Stake Decisions by Decentralized Technologies and Human-AI Interactions
Swati Sachan, Theo Miller, Mai Phuong Nguyen
High-stakes decision domains are increasingly exploring the potential of Large Language Models (LLMs) for complex decision-making tasks. However, LLM deployment in real-world setti…