2 papers
cs.CL2024
VERA: Validation and Enhancement for Retrieval Augmented systems
Nitin Aravind Birur, Tanay Baswa, Divyanshu Kumar +3
Large language models (LLMs) exhibit remarkable capabilities but often produce inaccurate responses, as they rely solely on their embedded knowledge. Retrieval-Augmented Generation…
cs.AI2024
SAGE-RT: Synthetic Alignment data Generation for Safety Evaluation and Red Teaming
Anurakt Kumar, Divyanshu Kumar, Jatan Loya +4
We introduce Synthetic Alignment data Generation for Safety Evaluation and Red Teaming (SAGE-RT or SAGE) a novel pipeline for generating synthetic alignment and red-teaming data. E…