SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Models

SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Models explores A new benchmark and dataset for abductive event reasoning to enable LLMs to infer direct causes of real-world events from evidence.. Commercial viability score: 7/10 in Causal Inference.