CaTeRS

Intra-sentence No Polarity Signal No Strength Signal

CaTeRS (Causal and Temporal Relation Scheme) annotates five-sentence ROC Stories narratives with both causal and temporal event relations, enabling joint causality and timeline reasoning.

Overview

Domain	Fiction
Year	2016
Sentences	488
Granularity	Intra-sentence

Tasks & Splits

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

Data Explorer

Causality Detection

Causal Event Candidate Extraction

Causality Identification

Citation

@inproceedings{mostafazadeh:2016,
  title      = {{{CaTeRS}}: {{Causal}} and {{Temporal Relation Scheme}} for {{Semantic Annotation}} of {{Event Structures}}},
  shorttitle = {{{CaTeRS}}},
  booktitle  = {Proceedings of the {{Fourth Workshop}} on {{Events}}, {{EVENTS}}@{{HLT-NAACL}} 2016, {{San Diego}}, {{California}}, {{USA}}, {{June}} 17, 2016},
  author     = {Mostafazadeh, Nasrin and Grealish, Alyson and Chambers, Nathanael and Allen, James F. and Vanderwende, Lucy},
  editor     = {Palmer, Martha and Hovy, Eduard H. and Mitamura, Teruko and O'Gorman, Tim},
  year       = 2016,
  pages      = {51--61},
  publisher  = {Association for Computational Linguistics},
  doi        = {10.18653/V1/W16-1007},
  urldate    = {2025-03-28}
}