| GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction | Oct 5, 2023 | Event Argument ExtractionEvent Extraction | CodeCode Available | 2 |
| OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding | Sep 25, 2023 | Event Argument ExtractionEvent Detection | CodeCode Available | 2 |
| The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation | Jun 12, 2023 | Event Argument ExtractionEvent Detection | CodeCode Available | 2 |
| Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction | May 3, 2024 | Event Argument ExtractionEvent Extraction | CodeCode Available | 1 |
| MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation | Nov 15, 2023 | AllEvent Argument Extraction | CodeCode Available | 1 |
| LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction | Nov 11, 2023 | Event Argument ExtractionIn-Context Learning | CodeCode Available | 1 |
| Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance | Oct 8, 2023 | Event Argument ExtractionEvent Extraction | CodeCode Available | 1 |
| Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences? | Jun 1, 2023 | Event Argument ExtractionEvent Extraction | CodeCode Available | 1 |
| An AMR-based Link Prediction Approach for Document-level Event Argument Extraction | May 30, 2023 | Abstract Meaning RepresentationEvent Argument Extraction | CodeCode Available | 1 |
| AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model | May 26, 2023 | Abstract Meaning RepresentationEvent Argument Extraction | CodeCode Available | 1 |
