2025
From Generating Answers to Building Explanations: Integrating Multi-Round RAG and Causal Modeling for Scientific QA
Victor Barres, Clifton James McFate, Aditya Kalyanpur, Kailash Karthik Saravanakumar, Lori Moon, Natnael Seifu +1
NAACL 2025industry
Application of LLMs for complex causal question answering can be stymied by their opacity and propensity for hallucination. Although recent approaches such as Retrieval Augmented Generation and Chain of Thought prompting have improved reliability, we argue current approaches are insufficient and fur…