Papers by Giovanni Zagni
Can LLMs Automate Fact-Checking Article Writing? (2026.tacl-1)
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Dhruv Sahnan, David Corney, Irene Larraz, Giovanni Zagni, Ruben Miguez, Zhuohan Xie, Iryna Gurevych, Elizabeth Churchill, Tanmoy Chakraborty, Preslav Nakov
| Challenge: | Existing tools for automatic fact-checking produce little or no justification for their assessments . 80% of american adults on major social media platforms regularly encounter news-related content . |
| Approach: | They propose to extend automatic fact-checking pipeline with automatic generation of full fact- checking articles. |
| Outcome: | The proposed framework outperforms existing frameworks but lags behind expert-written articles. |