EventCausality

EventCausality provides minimally-supervised annotations of causal relations between events collected from web text, using a small set of seed patterns to bootstrap annotation.

Overview

Domain	Web
Year	2011
Sentences	583

Tasks & Splits

Task	Train	Test
Causality Detection	—	—
Causal Event Candidate Extraction	—	—
Causality Identification	—	—

Data Explorer

Causality Detection

Causal Event Candidate Extraction

Causality Identification

Citation

@inproceedings{do:2011,
  title     = {Minimally {{Supervised Event Causality Identification}}},
  booktitle = {Proceedings of the 2011 {{Conference}} on {{Empirical Methods}} in {{Natural Language Processing}}, {{EMNLP}} 2011, 27-31 {{July}} 2011, {{John McIntyre Conference Centre}}, {{Edinburgh}}, {{UK}}, {{A}} Meeting of {{SIGDAT}}, a {{Special Interest Group}} of the {{ACL}}},
  author    = {Do, Quang and Chan, Yee Seng and Roth, Dan},
  year      = 2011,
  pages     = {294--303},
  publisher = {ACL},
  urldate   = {2026-01-05}
}