Conformal Factuality Control for Multi-Hop Retrieval-Augmented Generation

arXiv:2609.38222 · cs.CL, cs.LG, stat.ML · Submitted 2026-09-27 · Read on arXiv

cs.CL, cs.LG, stat.ML

Submitted: 2026-09-27

Updated: 2026-09-27

Terminology

RAG — 60× in this paper · explained in 3 episodes
Calibration — 33× in this paper · explained in 7 episodes
Verification — 9× in this paper · explained in 2 episodes
Abstention — 8× in this paper · explained in 1 episode
Benchmark — 8× in this paper · explained in 2 episodes
Natural Questions — 6× in this paper
Verifier — 6× in this paper · explained in 2 episodes
Conformal Prediction — 5× in this paper · explained in 5 episodes
Transformer — 4× in this paper · explained in 2 episodes
Embeddings — 3× in this paper · explained in 2 episodes
Grounding — 3× in this paper · explained in 3 episodes
Aggregation — 2× in this paper · explained in 1 episode
Distribution Shift — 2× in this paper · explained in 6 episodes
Exchangeability — 2× in this paper · explained in 2 episodes
Provenance — 2× in this paper · explained in 4 episodes
Retrieval-Augmented Generation (RAG) — 2× in this paper · explained in 16 episodes
Annotation Errors — 1× in this paper · explained in 1 episode
Benchmarking — 1× in this paper · explained in 4 episodes
Cosine Similarity — 1× in this paper · explained in 3 episodes
Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes