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Event Causality Identification on MAVEN-ERE

84.69CHRQwen2.5-1.5B
4.76625.515546.26567.0145Apr 14, 2026

Evaluation results

MethodLinks
Qwen2.5-1.5BFine-tuning=Vanilla2026.0484.6952.5
Llama3.2-1BFine-tuning=Vanilla2026.0473.8250.79
Qwen2.5-1.5BFine-tuning=CoT trace pipeline2026.0411.1364.92
Llama3.2-1BFine-tuning=CoT trace pipeline2026.047.8462.86