| REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction | Feb 24, 2025 | Event Argument Extractionvalid | —Unverified | 0 |
| Event Argument Extraction with Enriched Prompts | Jan 12, 2025 | Event Argument Extraction | —Unverified | 0 |
| One Small and One Large for Document-level Event Argument Extraction | Nov 8, 2024 | Event Argument Extraction | CodeCode Available | 0 |
| A Compressive Memory-based Retrieval Approach for Event Argument Extraction | Sep 14, 2024 | DiversityEvent Argument Extraction | —Unverified | 0 |
| Enhancing Document-level Argument Extraction with Definition-augmented Heuristic-driven Prompting for LLMs | Aug 30, 2024 | Event Argument Extraction | —Unverified | 0 |
| Event-Arguments Extraction Corpus and Modeling using BERT for Arabic | Jul 30, 2024 | Event Argument ExtractionEvent Relation Extraction | —Unverified | 0 |
| MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling | Jun 18, 2024 | Data AugmentationEvent Argument Extraction | —Unverified | 0 |
| Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs | Jun 3, 2024 | Decision MakingEvent Argument Extraction | —Unverified | 0 |
| DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying | May 22, 2024 | Event Argument ExtractionRetrieval | —Unverified | 0 |
| Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction | May 3, 2024 | Event Argument ExtractionEvent Extraction | CodeCode Available | 1 |
| 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 |
| Utilizing Contextual Clues and Role Correlations for Enhancing Document-level Event Argument Extraction | Oct 8, 2023 | Event Argument Extraction | —Unverified | 0 |
| 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 |
| Contextual Label Projection for Cross-Lingual Structured Prediction | Sep 16, 2023 | Cross-Lingual TransferEvent Argument Extraction | CodeCode Available | 0 |
| JSEEGraph: Joint Structured Event Extraction as Graph Parsing | Jun 26, 2023 | Event Argument ExtractionEvent Extraction | CodeCode Available | 0 |
