SemEval-2026

AsymVerify, a confidence-gated verification system for political evasion detection, scored 0.85 Macro F1 on the evaluation split (D_eval, n=237), placing 2nd out of 41 teams at SemEval-2026 Task 6. Th…

Researchers introduced 5ting, a system for the SemEval-2026 Task 8 (MTRAGEval) that combines BGE-M3 dense retrieval, FAISS indexing, dual-query merged retrieval, and LLM-based reranking with role-sepa…

Researchers propose SALSA, a single-pass autoregressive LLM structured classification method, for detecting machine-generated code in SemEval-2026 Task 13. Their system achieves an out-of-distribution…

Researchers at Simorgh have developed a region-aware hybrid retrieval method combining BM25 lexical matching and dense semantic similarity with regional weighting heuristics to improve culturally grou…