3 papers
cs.CL2026
CARGO: Context-Aware Retrieval-Gated Evaluation of Agentic AI in Production
Mukul Chhabra, Shail Patel, Luigi Medrano
Reference-based LLM-as-a-judge evaluation assumes the reference answer is the target. In deployed agentic systems that operate over dynamic entities (support cases, assets, account…
cs.IR2026
Scaling Retrieval Augmented Generation with RAG Fusion: Lessons from an Industry Deployment
Luigi Medrano, Arush Verma, Mukul Chhabra
Retrieval-Augmented Generation (RAG) systems commonly adopt retrieval fusion techniques such as multi-query retrieval and reciprocal rank fusion (RRF) to increase document recall,…
cs.CL2026
Case-Aware LLM-as-a-Judge Evaluation for Enterprise-Scale RAG Systems
Mukul Chhabra, Luigi Medrano, Arush Verma
Enterprise Retrieval-Augmented Generation (RAG) assistants operate in multi-turn, case-based workflows such as technical support and IT operations, where evaluation must reflect op…