2 papers
cs.IR2025
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction
Harsh Maheshwari, Srikanth Tenneti, Alwarappan Nakkiran
Retrieval Augmented Generation (RAG) has emerged as a powerful application of Large Language Models (LLMs), revolutionizing information search and consumption. RAG systems combine…
cs.CL2025
Contradiction Detection in RAG Systems: Evaluating LLMs as Context Validators for Improved Information Consistency
Vignesh Gokul, Srikanth Tenneti, Alwarappan Nakkiran
Retrieval Augmented Generation (RAG) systems have emerged as a powerful method for enhancing large language models (LLMs) with up-to-date information. However, the retrieval step i…