| The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation | Jun 12, 2023 | Event Argument ExtractionEvent Detection | CodeCode Available | 2 |
| 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 |
| LeTI: Learning to Generate from Textual Interactions | May 17, 2023 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 |
| Retrieval-Augmented Generative Question Answering for Event Argument Extraction | Nov 14, 2022 | Event Argument ExtractionFew-Shot Learning | CodeCode Available | 1 |
| Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction | Oct 28, 2022 | Event Argument Extraction | CodeCode Available | 1 |
| Code4Struct: Code Generation for Few-Shot Event Structure Prediction | Oct 23, 2022 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 |
| Causal Intervention-based Prompt Debiasing for Event Argument Extraction | Oct 4, 2022 | Event Argument Extraction | —Unverified | 0 |
| Dynamic Global Memory for Document-level Argument Extraction | Sep 18, 2022 | ArticlesEvent Argument Extraction | CodeCode Available | 1 |
| Few-Shot Document-Level Event Argument Extraction | Sep 6, 2022 | Document-level Event ExtractionEvent Argument Extraction | CodeCode Available | 1 |
| A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck | Aug 27, 2022 | Event Argument ExtractionTransfer Learning | —Unverified | 0 |
| EA^2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction | Jul 1, 2022 | Event Argument ExtractionKnowledge Base Population | CodeCode Available | 1 |
| Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies | Jul 1, 2022 | Event Argument ExtractionRelation Extraction | —Unverified | 0 |
| Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss | Jul 1, 2022 | Event Argument Extraction | —Unverified | 0 |
| EA^2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction | May 30, 2022 | Event Argument ExtractionKnowledge Base Population | 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 |
| TAGPRIME: A Unified Framework for Relational Structure Extraction | May 25, 2022 | Event Argument ExtractionLanguage Modelling | CodeCode Available | 0 |
| Improve Event Extraction via Self-Training with Gradient Guidance | May 25, 2022 | Abstract Meaning RepresentationEvent Argument Extraction | —Unverified | 0 |
| Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning | May 3, 2022 | Event Argument ExtractionNatural Language Inference | CodeCode Available | 0 |
| Document-Level Event Argument Extraction via Optimal Transport | May 1, 2022 | Event Argument ExtractionEvent Extraction | —Unverified | 0 |
| CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction | May 1, 2022 | DecoderEvent Argument Extraction | —Unverified | 0 |
| A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction | Apr 30, 2022 | Abstract Meaning RepresentationDocument-level Event Extraction | CodeCode Available | 1 |
| Improving Zero-Shot Event Extraction via Sentence Simplification | Apr 6, 2022 | Event Argument ExtractionEvent Extraction | —Unverified | 0 |
| Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction | Mar 15, 2022 | Cross-Lingual TransferEvent Argument Extraction | CodeCode Available | 1 |
