| Top-Down Framework for Weakly-supervised Grounded Image Captioning | Jun 13, 2023 | Image CaptioningMulti-Label Classification | CodeCode Available | 0 |
| GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition | Jul 12, 2019 | Computational EfficiencyGPU | CodeCode Available | 0 |
| Towards a More Generalized Approach in Open Relation Extraction | May 28, 2025 | ClusteringRelation | CodeCode Available | 0 |
| Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction | Feb 17, 2024 | Few-Shot LearningLanguage Modelling | CodeCode Available | 0 |
| Preserving Generalization of Language models in Few-shot Continual Relation Extraction | Oct 1, 2024 | Continual Relation ExtractionLanguage Modeling | CodeCode Available | 0 |
| Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction | May 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification | Aug 15, 2023 | ClassificationNatural Language Inference | CodeCode Available | 0 |
| Towards a relation extraction framework for cyber-security concepts | Apr 16, 2015 | Active LearningInformation Retrieval | CodeCode Available | 0 |
| Learning Relatedness between Types with Prototypes for Relation Extraction | Apr 1, 2021 | Multi-Task LearningRelation | CodeCode Available | 0 |
| End-to-end neural relation extraction using deep biaffine attention | Dec 29, 2018 | General ClassificationRelation | CodeCode Available | 0 |
| GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction | Jul 1, 2019 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 0 |
| A Label Dependence-aware Sequence Generation Model for Multi-level Implicit Discourse Relation Recognition | Dec 22, 2021 | DecoderRelation | CodeCode Available | 0 |
| Learning Relation Entailment with Structured and Textual Information | Feb 14, 2020 | Question AnsweringRelation | CodeCode Available | 0 |
| GraphNLI: A Graph-based Natural Language Inference Model for Polarity Prediction in Online Debates | Feb 16, 2022 | MisinformationNatural Language Inference | CodeCode Available | 0 |
| RT-KGD: Relation Transition Aware Knowledge-Grounded Dialogue Generation | Jul 17, 2022 | Dialogue GenerationKnowledge Graphs | CodeCode Available | 0 |
| End-to-End n-ary Relation Extraction for Combination Drug Therapies | Mar 29, 2023 | ArticlesDrug–drug Interaction Extraction | CodeCode Available | 0 |
| End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language Models | Dec 20, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Adapting PromptORE for Modern History: Information Extraction from Hispanic Monarchy Documents of the XVIth Century | May 24, 2024 | Prompt EngineeringRelation | CodeCode Available | 0 |
| Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering | Jul 17, 2019 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Graph Neural Networks with Generated Parameters for Relation Extraction | Feb 2, 2019 | RelationRelational Reasoning | CodeCode Available | 0 |
| Graphical Reasoning: LLM-based Semi-Open Relation Extraction | Apr 30, 2024 | In-Context LearningRelation | CodeCode Available | 0 |
| Graph Convolution over Pruned Dependency Trees Improves Relation Extraction | Sep 26, 2018 | NegationRelation | CodeCode Available | 0 |
| Graph Convolutional Reinforcement Learning | Oct 22, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Learning Sequence Encoders for Temporal Knowledge Graph Completion | Sep 10, 2018 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization | Oct 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
