| LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World | Jun 1, 2025 | document understandingEntity Linking | CodeCode Available | 1 |
| GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction | Oct 5, 2023 | Event Argument ExtractionEvent Extraction | CodeCode Available | 2 |
| A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction | May 24, 2023 | Computational EfficiencyEvent Extraction | —Unverified | 0 |
| Massively Multi-Lingual Event Understanding: Extraction, Visualization, and Search | May 17, 2023 | Event ExtractionNatural Language Queries | —Unverified | 0 |
| Efficient Zero-shot Event Extraction with Context-Definition Alignment | Nov 9, 2022 | Contrastive LearningEvent Extraction | CodeCode Available | 1 |
| Improving Zero-Shot Event Extraction via Sentence Simplification | Apr 6, 2022 | Event Argument ExtractionEvent Extraction | —Unverified | 0 |
| Hybrid Semantic Type Representation for Zero-Shot Event Extraction | Jan 16, 2022 | Event ExtractionHTR | —Unverified | 0 |
| Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding | Nov 16, 2021 | Event ExtractionMulti-class Classification | —Unverified | 0 |
| Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding | Oct 14, 2021 | Event ExtractionMulti-class Classification | —Unverified | 0 |
| Zero-shot Event Extraction via Transfer Learning: Challenges and Insights | Aug 1, 2021 | Event ExtractionNatural Language Inference | —Unverified | 0 |
