| Enhancing Event Causality Identification with Rationale and Structure-Aware Causal Question Answering | Mar 17, 2024 | Event Causality IdentificationMultiple-choice | —Unverified | 0 |
| ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification | Apr 15, 2022 | Event Causality IdentificationNode Classification | —Unverified | 0 |
| Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 2022 | Nov 22, 2022 | Binary ClassificationEvent Causality Identification | —Unverified | 0 |
| Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement | Jun 3, 2021 | Event Causality IdentificationRepresentation Learning | —Unverified | 0 |
| Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks | Aug 1, 2021 | DescriptiveEvent Causality Identification | —Unverified | 0 |
| LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification | Jun 3, 2021 | Data AugmentationEvent Causality Identification | —Unverified | 0 |
| Semantic Structure Enhanced Event Causality Identification | May 22, 2023 | Event Causality Identification | —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 |
| Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems | Jun 26, 2024 | Event Causality IdentificationEvent Extraction | CodeCode Available | 0 |
