| Small Models Are (Still) Effective Cross-Domain Argument Extractors | Apr 12, 2024 | Event Argument ExtractionQuestion Answering | CodeCode Available | 0 |
| Generating Uncontextualized and Contextualized Questions for Document-Level Event Argument Extraction | Apr 7, 2024 | Event Argument ExtractionQuestion Generation | —Unverified | 0 |
| Large Language Models for Document-Level Event-Argument Data Augmentation for Challenging Role Types | Mar 5, 2024 | Data AugmentationEvent Argument Extraction | —Unverified | 0 |
| Creating a Fine Grained Entity Type Taxonomy Using LLMs | Feb 19, 2024 | Event Argument ExtractionRelation Extraction | —Unverified | 0 |
| Constrained Decoding for Cross-lingual Label Projection | Feb 5, 2024 | Cross-Lingual TransferEvent Argument Extraction | CodeCode Available | 0 |
| ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Refinement | Jan 24, 2024 | Event Argument Extraction | —Unverified | 0 |
| 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 |
| From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction | Oct 25, 2023 | Event Argument Extraction | CodeCode Available | 0 |
| Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance | Oct 8, 2023 | Event Argument ExtractionEvent Extraction | CodeCode Available | 1 |
