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| A Survey of Event Causality Identification: Principles, Taxonomy, Challenges, and Assessment | Nov 15, 2024 | Causal InferenceEvent Causality Identification | —Unverified | 0 |
| Advancing Event Causality Identification via Heuristic Semantic Dependency Inquiry Network | Sep 20, 2024 | Event Causality Identification | CodeCode Available | 1 |
| Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems | Jun 26, 2024 | Event Causality IdentificationEvent Extraction | CodeCode Available | 0 |
| Identifying while Learning for Document Event Causality Identification | May 31, 2024 | Causal IdentificationEvent Causality Identification | CodeCode Available | 1 |
| In-context Contrastive Learning for Event Causality Identification | May 17, 2024 | Contrastive LearningEvent Causality Identification | CodeCode Available | 1 |
| Enhancing Event Causality Identification with Rationale and Structure-Aware Causal Question Answering | Mar 17, 2024 | Event Causality IdentificationMultiple-choice | —Unverified | 0 |
| Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning | Mar 5, 2024 | Event Causality IdentificationFew-Shot Learning | —Unverified | 0 |
| BoschAI @ Causal News Corpus 2023: Robust Cause-Effect Span Extraction using Multi-Layer Sequence Tagging and Data Augmentation | Dec 11, 2023 | Data AugmentationEvent Causality Identification | CodeCode Available | 0 |
| Event Causality Is Key to Computational Story Understanding | Nov 16, 2023 | Event Causality IdentificationSentence | CodeCode Available | 1 |
