Normalization plus deterministic parsing reduces content effects in LLM syllogistic reasoning and delivers top-5 performance on a multilingual SemEval benchmark.
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ITLC at SemEval-2026 Task 11: Normalization and Deterministic Parsing for Formal Reasoning in LLMs
Normalization plus deterministic parsing reduces content effects in LLM syllogistic reasoning and delivers top-5 performance on a multilingual SemEval benchmark.