ResearchBenchmarksEvent Causality Identification on ESC cross-topic partitionFollow0.505PrecisionSemSIn0.319880.367940.4160.46406May 22, 2023Evaluation ResultsMethodMethodLinksPrecisionRecallF1 ScoreSemSInPLM=BERT-basePLM=BERT-base2023.050.5050.630.561LSIN2023.050.4790.5810.525LearnDA2023.050.4220.6980.526MM2023.050.4190.6250.501CauSeRL2023.050.4190.690.521KnowDis2023.050.3970.6650.497ILP2023.050.3740.5580.447LR+2023.050.370.4520.407LSTM2023.050.340.4150.374Seq2023.050.3270.4490.378