SemEval 2026 Task 4Published2026

CascadeMind at SemEval-2026 Task 4: A Hybrid Neuro-Symbolic Cascade for Narrative Similarity

Treats vote distribution as a difficulty signal, routing easy cases through supermajority voting and reserving symbolic checks for the ambiguous tail.

72.75% accuracy · 11/47 teams · 74% resolved without escalation

Abstract

Treats vote distribution as a difficulty signal, routing easy cases through supermajority voting and reserving symbolic checks for the ambiguous tail.