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Some types of event relations draw attention from NLP community such as temporal and causal relation. The identification and classification of them has been actively researched but in general, the performance is low.

Tasks Edit

Temporal relations Edit

Causal relations Edit

Data Edit

TempEval-3 Edit

Problem: inconsistent annotation w.r.t. what stands in a relation (identification).