Authors: H Ullrich, J Drchal
Venue: Proceedings of the Eighth Fact Extraction and VERification Workshop (FEVER)
Year: 2025
Citations: 2
Links
Abstract
Our FEVER 8 system explores on-premise fact-checking with long-context retrieval-augmented generation. We focus on practical deployment constraints, retrieval quality over long documents, and evidence-aware generation that keeps outputs grounded in retrieved passages.
Resources
- Video: Underline lecture recording
- Slides: Underline presentation slides
- Code: TODO
- Dataset: TODO
Notes
This submission reflects our preference for reproducible, controllable pipelines: instead of relying on closed hosted systems, we showed that competitive fact-checking can be done in an on-prem setup with careful long-context retrieval design.