Abhay Gupta

Causal-Counterfactual RAG: The Integration of Causal-Counterfactual Reasoning into RAG

2025 · arXiv (Cornell University)

Large language models (LLMs) have transformed natural language processing (NLP), enabling diverse applications by integrating large-scale pre-trained knowledge. However, their static knowledge limits dynamic reasoning over external information, especially in knowledge-intensive domains. Retrieval-Augmented Generation (RAG) …