SemEval-2026 Task 6: CLARITY -- Unmasking Political Question Evasions
Political speakers often avoid answering questions directly while maintaining the appearance of responsiveness. Despite its importance for public discourse, such strategic evasion remains underexplored in Natural Language Processing. We introduce SemEval-2026 Task 6, CLARITY, a shared task on political question evasion consisting of two subtasks: (i) clarity-level classification into Clear Reply, Ambivalent, and Clear Non-Reply, and (ii) evasion-level classification into nine fine-grained evasion strategies. The benchmark is constructed from U.S. presidential interviews and follows an expert-grounded taxonomy of response clarity and evasion. The task attracted 124 registered teams, who su...
| Authors | Konstantinos Thomas, Giorgos Filandrianos, Maria Lymperaiou et al. |
|---|---|
| Primary category | cs.CL |
| Published | 14 March 2026 |
| Last updated at source | 22 May 2026 |
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