| GLiREL -- Generalist Model for Zero-Shot Relation Extraction | Jan 6, 2025 | modelnamed-entity-recognition | CodeCode Available | 3 | 5 |
| RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction | Mar 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning | Apr 10, 2021 | AttributeMulti-Task Learning | CodeCode Available | 1 | 5 |
| Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation | Dec 8, 2021 | ClassificationQuestion Answering | CodeCode Available | 0 | 5 |
| On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction | Feb 28, 2024 | ClassificationNatural Language Inference | CodeCode Available | 0 | 5 |
| Enhancing Semantic Correlation between Instances and Relations for Zero-Shot Relation Extraction | Jun 15, 2023 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification | Aug 15, 2023 | ClassificationNatural Language Inference | CodeCode Available | 0 | 5 |
| Zero-shot Relation Classification from Side Information | Nov 13, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 0 | 5 |
| Improving Zero-shot Relation Classification via Automatically-acquired Entailment Templates | Jul 13, 2023 | Natural Language InferenceRelation | —Unverified | 0 | 0 |
| Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification | Oct 30, 2020 | ClassificationDescriptive | —Unverified | 0 | 0 |
