A Structured Learning Approach to Temporal Relation Extraction

EMNLP 2017 Qiang NingZhili FengDan Roth

Identifying temporal relations between events is an essential step towards natural language understanding. However, the temporal relation between two events in a story depends on, and is often dictated by, relations among other events... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Temporal Information Extraction TempEval-3 Ning et al. Temporal awareness 67.2 # 1