Papers by Gian Piero Turchi
Annotating the Annotators: Analysis, Insights and Modelling from an Annotation Campaign on Persuasion Techniques Detection (2025.findings-acl)
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Davide Bassi, Dimitar Iliyanov Dimitrov, Bernardo D’Auria, Firoj Alam, Maram Hasanain, Christian Moro, Luisa Orrù, Gian Piero Turchi, Preslav Nakov, Giovanni Da San Martino
| Challenge: | Existing annotation campaigns based on heuristic guidelines have not been thoroughly discussed. |
| Approach: | They propose a probabilistic model for optimizing intervention scheduling to reduce the cost of an expert oversight in annotation tasks. |
| Outcome: | The proposed model advocates for an expert oversight in annotation tasks and periodic quality audits to reduce costs. |