| Top-Down Framework for Weakly-supervised Grounded Image Captioning | Jun 13, 2023 | Image CaptioningMulti-Label Classification | CodeCode Available | 0 | 5 |
| A Survey of Deep Learning Methods for Relation Extraction | May 10, 2017 | Deep LearningRelation | CodeCode Available | 0 | 5 |
| Detecting Anatomical and Functional Connectivity Relations in Biomedical Literature via Language Representation Models | Jun 1, 2021 | Active LearningFunctional Connectivity | CodeCode Available | 0 | 5 |
| Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions | Jul 1, 2019 | Deep LearningMath | CodeCode Available | 0 | 5 |
| GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition | Jul 12, 2019 | Computational EfficiencyGPU | CodeCode Available | 0 | 5 |
| Contextualised Graph Attention for Improved Relation Extraction | Apr 22, 2020 | Graph AttentionRelation | CodeCode Available | 0 | 5 |
| GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction | Jul 1, 2019 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| GraphNLI: A Graph-based Natural Language Inference Model for Polarity Prediction in Online Debates | Feb 16, 2022 | MisinformationNatural Language Inference | CodeCode Available | 0 | 5 |
| Graph Neural Networks with Generated Parameters for Relation Extraction | Feb 2, 2019 | RelationRelational Reasoning | CodeCode Available | 0 | 5 |
| Multi-scale Context-aware Network with Transformer for Gait Recognition | Apr 7, 2022 | Gait RecognitionMultiview Gait Recognition | CodeCode Available | 0 | 5 |
| Graph Convolution over Pruned Dependency Trees Improves Relation Extraction | Sep 26, 2018 | NegationRelation | CodeCode Available | 0 | 5 |
| Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction | Nov 17, 2021 | AttributeBinary Relation Extraction | CodeCode Available | 0 | 5 |
| A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems | May 10, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Graphical Reasoning: LLM-based Semi-Open Relation Extraction | Apr 30, 2024 | In-Context LearningRelation | CodeCode Available | 0 | 5 |
| DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction | Nov 6, 2018 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction | Feb 17, 2024 | Few-Shot LearningLanguage Modelling | CodeCode Available | 0 | 5 |
| Context-Aware Representations for Knowledge Base Relation Extraction | Sep 1, 2017 | Question AnsweringRelation | CodeCode Available | 0 | 5 |
| Gradient Flow of Energy: A General and Efficient Approach for Entity Alignment Decoding | Jan 23, 2024 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 | 5 |
| BERT-Based Multi-Head Selection for Joint Entity-Relation Extraction | Aug 16, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Multilingual Relation Extraction using Compositional Universal Schema | Nov 19, 2015 | Knowledge Base ConstructionRelation | CodeCode Available | 0 | 5 |
| Context-Aware Adapter Tuning for Few-Shot Relation Learning in Knowledge Graphs | Oct 11, 2024 | Knowledge GraphsMeta-Learning | CodeCode Available | 0 | 5 |
| GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models | Jun 30, 2023 | ArticlesFinancial Relation Extraction | CodeCode Available | 0 | 5 |
| Adaptive Prompt Learning with Distilled Connective Knowledge for Implicit Discourse Relation Recognition | Sep 14, 2023 | Knowledge DistillationPrompt Learning | CodeCode Available | 0 | 5 |
| Graph Convolutional Reinforcement Learning | Oct 22, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| A MISMATCHED Benchmark for Scientific Natural Language Inference | Jun 5, 2025 | ArticlesNatural Language Inference | CodeCode Available | 0 | 5 |
