| GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction | Oct 5, 2023 | Event Argument ExtractionEvent Extraction | CodeCode Available | 2 | 5 |
| The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation | Jun 12, 2023 | Event Argument ExtractionEvent Detection | CodeCode Available | 2 | 5 |
| OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding | Sep 25, 2023 | Event Argument ExtractionEvent Detection | CodeCode Available | 2 | 5 |
| Document-Level Event Argument Extraction by Conditional Generation | Apr 13, 2021 | Document-level Event ExtractionEvent Argument Extraction | CodeCode Available | 1 | 5 |
| An AMR-based Link Prediction Approach for Document-level Event Argument Extraction | May 30, 2023 | Abstract Meaning RepresentationEvent Argument Extraction | CodeCode Available | 1 | 5 |
| 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 | 5 |
| AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model | May 26, 2023 | Abstract Meaning RepresentationEvent Argument Extraction | CodeCode Available | 1 | 5 |
| A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction | Apr 30, 2022 | Abstract Meaning RepresentationDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction | May 3, 2024 | Event Argument ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction | Mar 15, 2022 | Cross-Lingual TransferEvent Argument Extraction | CodeCode Available | 1 | 5 |
| Event Extraction by Answering (Almost) Natural Questions | Apr 28, 2020 | Event Argument ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction | Feb 24, 2022 | Event Argument ExtractionSentence | CodeCode Available | 1 | 5 |
| Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction | Oct 28, 2022 | Event Argument Extraction | CodeCode Available | 1 | 5 |
| Few-Shot Document-Level Event Argument Extraction | Sep 6, 2022 | Document-level Event ExtractionEvent Argument Extraction | CodeCode Available | 1 | 5 |
| Retrieval-Augmented Generative Question Answering for Event Argument Extraction | Nov 14, 2022 | Event Argument ExtractionFew-Shot Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles | May 25, 2022 | BenchmarkingEvent Argument Extraction | CodeCode Available | 1 | 5 |
| Dynamic Global Memory for Document-level Argument Extraction | Sep 18, 2022 | ArticlesEvent Argument Extraction | CodeCode Available | 1 | 5 |
| EA^2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction | May 30, 2022 | Event Argument ExtractionKnowledge Base Population | CodeCode Available | 1 | 5 |
| EA^2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction | Jul 1, 2022 | Event Argument ExtractionKnowledge Base Population | CodeCode Available | 1 | 5 |
| Code4Struct: Code Generation for Few-Shot Event Structure Prediction | Oct 23, 2022 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 | 5 |
| LeTI: Learning to Generate from Textual Interactions | May 17, 2023 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 | 5 |
| Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance | Oct 8, 2023 | Event Argument ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| 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 | 5 |
| TAGPRIME: A Unified Framework for Relational Structure Extraction | May 25, 2022 | Event Argument ExtractionLanguage Modelling | CodeCode Available | 0 | 5 |
| 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 |
