| GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction | Oct 5, 2023 | Event Argument ExtractionEvent Extraction | 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 |
| OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding | Sep 25, 2023 | Event Argument ExtractionEvent Detection | CodeCode Available | 2 |
| Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction | Feb 24, 2022 | Event Argument ExtractionSentence | CodeCode Available | 1 |
| Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction | Mar 15, 2022 | Cross-Lingual TransferEvent Argument 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 |
| LeTI: Learning to Generate from Textual Interactions | May 17, 2023 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 |
| Few-Shot Document-Level Event Argument Extraction | Sep 6, 2022 | Document-level Event ExtractionEvent Argument Extraction | CodeCode Available | 1 |
| Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction | May 3, 2024 | Event Argument ExtractionEvent 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 |
| AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model | May 26, 2023 | Abstract Meaning RepresentationEvent Argument Extraction | CodeCode Available | 1 |
| EA^2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction | May 30, 2022 | Event Argument ExtractionKnowledge Base Population | CodeCode Available | 1 |
| Retrieval-Augmented Generative Question Answering for Event Argument Extraction | Nov 14, 2022 | Event Argument ExtractionFew-Shot Learning | CodeCode Available | 1 |
| Code4Struct: Code Generation for Few-Shot Event Structure Prediction | Oct 23, 2022 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 |
| Dynamic Global Memory for Document-level Argument Extraction | Sep 18, 2022 | ArticlesEvent Argument Extraction | 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 |
| A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction | Apr 30, 2022 | Abstract Meaning RepresentationDocument-level Event Extraction | CodeCode Available | 1 |
| Event Extraction by Answering (Almost) Natural Questions | Apr 28, 2020 | Event Argument ExtractionEvent Extraction | CodeCode Available | 1 |
| GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles | May 25, 2022 | BenchmarkingEvent Argument 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 |
| Document-Level Event Argument Extraction by Conditional Generation | Apr 13, 2021 | Document-level Event ExtractionEvent Argument Extraction | CodeCode Available | 1 |
| Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction | Oct 28, 2022 | Event Argument 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 |
| EA^2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction | Jul 1, 2022 | Event Argument ExtractionKnowledge Base Population | CodeCode Available | 1 |
| Causal Intervention-based Prompt Debiasing for Event Argument Extraction | Oct 4, 2022 | Event Argument Extraction | —Unverified | 0 |
