| Event Causality Identification via Generation of Important Context Words | Jul 1, 2022 | Event Causality IdentificationMulti-Task Learning | CodeCode Available | 0 | 5 |
| MECI: A Multilingual Dataset for Event Causality Identification | Oct 1, 2022 | Cross-Lingual TransferEvent Causality Identification | CodeCode Available | 0 | 5 |
| COLD: Causal reasOning in cLosed Daily activities | Nov 29, 2024 | Causal InferenceCommonsense Causal Reasoning | CodeCode Available | 0 | 5 |
| Zero-shot Event Causality Identification with Question Answering | Sep 1, 2022 | ArticlesEvent Causality Identification | —Unverified | 0 | 0 |
| A Survey of Event Causality Identification: Principles, Taxonomy, Challenges, and Assessment | Nov 15, 2024 | Causal InferenceEvent Causality Identification | —Unverified | 0 | 0 |
| DAPrompt: Deterministic Assumption Prompt Learning for Event Causality Identification | Jul 19, 2023 | Event Causality IdentificationLanguage Modeling | —Unverified | 0 | 0 |
| Enhancing Event Causality Identification with Rationale and Structure-Aware Causal Question Answering | Mar 17, 2024 | Event Causality IdentificationMultiple-choice | —Unverified | 0 | 0 |
| ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification | Apr 15, 2022 | Event Causality IdentificationNode Classification | —Unverified | 0 | 0 |
| Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 2022 | Nov 22, 2022 | Binary ClassificationEvent Causality Identification | —Unverified | 0 | 0 |
| Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures | Jun 1, 2021 | Event Causality IdentificationSentence | —Unverified | 0 | 0 |
