112 citations · 228 across the 11 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.CL2023★ 3 cited
Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers
Charlie George, Andreas Stuhlmüller
Hallucination plagues even frontier LLMs--but how bad is it really for summarizing academic papers? We evaluate Factored Verification, a simple automated method for detecting hallu…
cs.CL2023★ 3 cited
Iterated Decomposition: Improving Science Q&A by Supervising Reasoning Processes
Justin Reppert, Ben Rachbach, Charlie George +4
Language models (LMs) can perform complex reasoning either end-to-end, with hidden latent state, or compositionally, with transparent intermediate state. Composition offers benefit…