event causality identification

Mitigating Causal Bias in LLMs via Potential Outcomes Framework and Actual Causality Theory EACL 2026 Reframing Responsibility: Framing-Aware Event Causality Identification ACL 2026 REGLAT at SemEval-2026 Task 12: Multi-Strategy Ensemble Reasoning for Event Causality Identification SemEval 2026 DICP: Deep In-Context Prompt for Event Causality Identification EMNLP 2025 Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification COLING 2025 Dynamic Energy-Based Contrastive Learning with Multi-Stage Knowledge Verification for Event Causality Identification EMNLP 2025 Advancing Event Causality Identification via Heuristic Semantic Dependency Inquiry Network EMNLP 2024 Distill, Fuse, Pre-train: Towards Effective Event Causality Identification with Commonsense-Aware Pre-trained Model COLING 2024 Event Causality Identification with Synthetic Control EMNLP 2024 Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports COLING 2024 In-context Contrastive Learning for Event Causality Identification EMNLP 2024 Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models AAAI 2024 Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning COLING 2024 Enhancing Event Causality Identification with Counterfactual Reasoning ACL 2023 Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph ACL 2023 Identify Event Causality with Knowledge and Analogy AAAI 2023 PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification IJCAI 2023 Semantic Structure Enhanced Event Causality Identification ACL 2023 ARGUABLY @ Causal News Corpus 2022: Contextually Augmented Language Models for Event Causality Identification EMNLP 2022 ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022 Event Causality Identification via Derivative Prompt Joint Learning COLING 2022 Event Causality Identification via Generation of Important Context Words NAACL 2022 Event Causality Identification with Causal News Corpus - Shared Task 3, CASE 2022 EMNLP 2022 MECI: A Multilingual Dataset for Event Causality Identification COLING 2022 Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures NAACL 2021