ECSP: A New Task for Emotion-Cause Span-Pair Extraction and Classification
Table 3: Experimental results with localized context effects. “With” represents the localized context, “Without” means no localized context.
['Model', 'EESE P', 'EESE R', 'EESE F1', 'ECSE P', 'ECSE R', 'ECSE F1', 'ECSPE P', 'ECSPE R', 'ECSPE F1', 'ECSP P', 'ECSP R', 'ECSP F1']
The localized context takes advantage of all information between two span, so it is able to enrich the source information when the model predicts the emotion labels, which leads to the performance of the model effective significantly improved.