| One Small and One Large for Document-level Event Argument Extraction | Nov 8, 2024 | Event Argument Extraction | CodeCode Available | 0 | 5 |
| From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction | Oct 25, 2023 | Event Argument Extraction | CodeCode Available | 0 | 5 |
| Small Models Are (Still) Effective Cross-Domain Argument Extractors | Apr 12, 2024 | Event Argument ExtractionQuestion Answering | CodeCode Available | 0 | 5 |
| JSEEGraph: Joint Structured Event Extraction as Graph Parsing | Jun 26, 2023 | Event Argument ExtractionEvent Extraction | CodeCode Available | 0 | 5 |
| 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 | 5 |
| HMEAE: Hierarchical Modular Event Argument Extraction | Nov 1, 2019 | Event Argument ExtractionEvent Extraction | CodeCode Available | 0 | 5 |
| Constrained Decoding for Cross-lingual Label Projection | Feb 5, 2024 | Cross-Lingual TransferEvent Argument Extraction | CodeCode Available | 0 | 5 |
| Neural Gibbs Sampling for Joint Event Argument Extraction | Dec 1, 2020 | Event Argument ExtractionEvent Extraction | CodeCode Available | 0 | 5 |
| Contextual Label Projection for Cross-Lingual Structured Prediction | Sep 16, 2023 | Cross-Lingual TransferEvent Argument Extraction | CodeCode Available | 0 | 5 |
| ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation | Jun 21, 2021 | Active LearningEvent Argument Extraction | CodeCode Available | 0 | 5 |
| Multi-linguality helps: Event-Argument Extraction for Disaster Domain in Cross-lingual and Multi-lingual setting | Dec 1, 2019 | Event Argument ExtractionEvent Extraction | —Unverified | 0 | 0 |
| REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction | Feb 24, 2025 | Event Argument Extractionvalid | —Unverified | 0 | 0 |
| Resource-Enhanced Neural Model for Event Argument Extraction | Oct 6, 2020 | Event Argument Extractionmodel | —Unverified | 0 | 0 |
| Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction | Aug 1, 2021 | Event Argument ExtractionKnowledge Distillation | —Unverified | 0 | 0 |
| ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Refinement | Jan 24, 2024 | Event Argument Extraction | —Unverified | 0 | 0 |
| Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures | Apr 1, 2021 | Cross-Lingual TransferEvent Argument Extraction | —Unverified | 0 | 0 |
| A Compressive Memory-based Retrieval Approach for Event Argument Extraction | Sep 14, 2024 | DiversityEvent Argument Extraction | —Unverified | 0 | 0 |
| A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck | Aug 27, 2022 | Event Argument ExtractionTransfer Learning | —Unverified | 0 | 0 |
| A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction | Dec 17, 2021 | Document-level Event ExtractionEvent Argument Extraction | —Unverified | 0 | 0 |
| Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder | Jul 1, 2021 | DecoderEvent Argument Extraction | —Unverified | 0 | 0 |
| Utilizing Contextual Clues and Role Correlations for Enhancing Document-level Event Argument Extraction | Oct 8, 2023 | Event Argument Extraction | —Unverified | 0 | 0 |
| Causal Intervention-based Prompt Debiasing for Event Argument Extraction | Oct 4, 2022 | Event Argument Extraction | —Unverified | 0 | 0 |
| Creating a Fine Grained Entity Type Taxonomy Using LLMs | Feb 19, 2024 | Event Argument ExtractionRelation Extraction | —Unverified | 0 | 0 |
| CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction | May 1, 2022 | DecoderEvent Argument Extraction | —Unverified | 0 | 0 |
| Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs | Jun 3, 2024 | Decision MakingEvent Argument Extraction | —Unverified | 0 | 0 |
