Gavara Haranadh

Large-Scale Evaluation of MaxEntRAG-Flow: Incremental Evidence Structures for Real-Time Context Compression and Joint Probabilistic Graph Retrieval in Long-Context LLMs

2026 · Zenodo (CERN European Organization for Nuclear Research)

This preprint evaluates MaxEntRAG-Flow as a context-compression mechanism for long-context retrieval-augmented generation. MaxEntRAG-Flow was originally formulated as an LLM-free, source-anchored sparse retrieval framework for cost-efficient graph-augmented RAG. This version studies its applicability to conversational and …