3 papers
cs.CL2025
Claim Extraction for Fact-Checking: Data, Models, and Automated Metrics
Herbert Ullrich, Tomáš Mlynář, Jan Drchal
In this paper, we explore the problem of Claim Extraction using one-to-many text generation methods, comparing LLMs, small summarization models finetuned for the task, and a previo…
cs.CL2024
AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task
Herbert Ullrich, Tomáš Mlynář, Jan Drchal
This paper describes our place submission in the AVeriTeC shared task in which we attempted to address the challenge of fact-checking with evidence retrieved in the wild u…
cs.CL2023
Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language
Jan Drchal, Herbert Ullrich, Tomáš Mlynář +1
This article presents a pipeline for automated fact-checking leveraging publicly available Language Models and data. The objective is to assess the accuracy of textual claims using…