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Marcin Sawiński

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Open access 2026

FactUEP at SemEval-2026 Task 4: Structured Narrative Similarity Scoring with Aspect Decomposition and Weak-Signal Gating

An LLM-based sys-tem is introduced that operationalizes the three core dimen-sions—Abstract Theme, Course of Action, and Outcomes—via schema-constrained prompting to enforce structured outputs and alignment with the annotation protocol.

Marcin Sawiński · 1 citation · ⚡1

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