English

AIC CTU@FEVER 8: On-premise fact checking through long context RAG

Computation and Language 2025-08-07 v1 Artificial Intelligence

Abstract

In this paper, we present our fact-checking pipeline which has scored first in FEVER 8 shared task. Our fact-checking system is a simple two-step RAG pipeline based on our last year's submission. We show how the pipeline can be redeployed on-premise, achieving state-of-the-art fact-checking performance (in sense of Ev2R test-score), even under the constraint of a single NVidia A10 GPU, 23GB of graphical memory and 60s running time per claim.

Keywords

Cite

@article{arxiv.2508.04390,
  title  = {AIC CTU@FEVER 8: On-premise fact checking through long context RAG},
  author = {Herbert Ullrich and Jan Drchal},
  journal= {arXiv preprint arXiv:2508.04390},
  year   = {2025}
}