| Distilling Relation Embeddings from Pretrained Language Models | Nov 1, 2021 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| Distilling Relation Embeddings from Pre-trained Language Models | Sep 21, 2021 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| Encoding Relation Requirements for Relation Extraction via Joint Inference | Jun 1, 2014 | RelationRelation Extraction | —Unverified | 0 |
| Distributed Prediction of Relations for Entities: The Easy, The Difficult, and The Impossible | Aug 1, 2017 | Knowledge Base CompletionRelation | —Unverified | 0 |
| Biographical: A Semi-Supervised Relation Extraction Dataset | May 2, 2022 | ArticlesKnowledge Graphs | —Unverified | 0 |
| Distributional Semantic Concept Models for Entity Relation Discovery | Jun 1, 2015 | RelationSemantic Textual Similarity | —Unverified | 0 |
| Diversity Over Quantity: A Lesson From Few Shot Relation Classification | Dec 6, 2024 | DiversityFew-Shot Learning | —Unverified | 0 |
| Cortical Divisive Normalization from Wilson-Cowan Neural Dynamics | Jun 19, 2019 | Relation | —Unverified | 0 |
| Enhanced E-Commerce Attribute Extraction: Innovating with Decorative Relation Correction and LLAMA 2.0-Based Annotation | Dec 9, 2023 | AttributeAttribute Extraction | —Unverified | 0 |
| Ensemble Making Few-Shot Learning Stronger | May 12, 2021 | Few-Shot LearningRelation | —Unverified | 0 |
| Improving Distant Supervised Relation Extraction by Dynamic Neural Network | Nov 15, 2019 | RelationRelation Extraction | —Unverified | 0 |
| DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations | Jul 8, 2025 | In-Context LearningJoint Entity and Relation Extraction | —Unverified | 0 |
| Cross-Sentence N-ary Relation Extraction with Graph LSTMs | Aug 12, 2017 | Multi-Task LearningRelation | —Unverified | 0 |
| Cross-Sentence N-ary Relation Extraction using Lower-Arity Universal Schemas | Nov 1, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture | Sep 26, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering | Oct 7, 2024 | Question AnsweringRelation | —Unverified | 0 |
| Document-level Clinical Entity and Relation Extraction via Knowledge Base-Guided Generation | Jul 13, 2024 | RAGRelation | —Unverified | 0 |
| A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification | Dec 1, 2020 | Few-Shot LearningFew-Shot Relation Classification | —Unverified | 0 |
| Document-Level N-ary Relation Extraction with Multiscale Representation Learning | Jun 1, 2019 | Reading ComprehensionRelation | —Unverified | 0 |
| A Dataset Independent Set of Baselines for Relation Prediction in Argument Mining | Feb 14, 2020 | Argument MiningPrediction | —Unverified | 0 |
| EIDER: Evidence-enhanced Document-level Relation Extraction | Jul 17, 2021 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Cross-ownership as a structural explanation for rising correlations in crisis times | Dec 9, 2021 | Relation | —Unverified | 0 |
| Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation | Apr 3, 2020 | RelationSegmentation | —Unverified | 0 |
| A Two-Phase Paradigm for Joint Entity-Relation Extraction | Aug 18, 2022 | Joint Entity and Relation ExtractionRelation | —Unverified | 0 |
| Cross-Network Learning with Partially Aligned Graph Convolutional Networks | Jun 3, 2021 | Knowledge GraphsLink Prediction | —Unverified | 0 |
