| Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer | Jan 4, 2023 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 0 |
| Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction | Nov 17, 2021 | AttributeBinary Relation Extraction | CodeCode Available | 0 |
| FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation | Oct 24, 2018 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| FewRel 2.0: Towards More Challenging Few-Shot Relation Classification | Oct 16, 2019 | ClassificationDomain Adaptation | CodeCode Available | 0 |
| Sentence Embedding Alignment for Lifelong Relation Extraction | Mar 6, 2019 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| A hybrid deep learning approach for medical relation extraction | Jun 26, 2018 | Deep LearningMedical Relation Extraction | CodeCode Available | 0 |
| Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph | Mar 27, 2023 | AttributeRelation | CodeCode Available | 0 |
| Distantly Supervised Relation Extraction via Recursive Hierarchy-Interactive Attention and Entity-Order Perception | May 18, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction | Mar 4, 2024 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Learning Hierarchical Relational Representations through Relational Convolutions | Oct 5, 2023 | Relation | CodeCode Available | 0 |
| Relational Extraction on Wikipedia Tables using Convolutional and Memory Networks | Jul 11, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| Sentence-level Media Bias Analysis with Event Relation Graph | Apr 2, 2024 | Graph AttentionLanguage Modeling | CodeCode Available | 0 |
| VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction | Dec 18, 2024 | Data Augmentation | CodeCode Available | 0 |
| Distantly-Supervised Neural Relation Extraction with Side Information using BERT | Apr 29, 2020 | RelationRelation Extraction | CodeCode Available | 0 |
| Textual Entailment with Structured Attentions and Composition | Jan 4, 2017 | Natural Language InferenceRelation | CodeCode Available | 0 |
| Sentences with Gapping: Parsing and Reconstructing Elided Predicates | Apr 18, 2018 | Natural Language UnderstandingRelation | CodeCode Available | 0 |
| False Positive and Cross-relation Signals in Distant Supervision Data | Nov 14, 2017 | General ClassificationRelation | CodeCode Available | 0 |
| Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs | May 24, 2021 | DenoisingRelation | CodeCode Available | 0 |
| Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification | Jun 16, 2019 | Few-Shot Relation ClassificationGeneral Classification | CodeCode Available | 0 |
| Distantly-Supervised Joint Extraction with Noise-Robust Learning | Oct 8, 2023 | Joint Entity and Relation ExtractionLanguage Modelling | CodeCode Available | 0 |
| Falcon 2.0: An Entity and Relation Linking Tool over Wikidata | Dec 24, 2019 | Knowledge Base Question AnsweringKnowledge Graphs | CodeCode Available | 0 |
| Deep Weakly-supervised Anomaly Detection | Oct 30, 2019 | Anomaly DetectionRelation | CodeCode Available | 0 |
| DisSent: Sentence Representation Learning from Explicit Discourse Relations | Oct 12, 2017 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 |
| TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning | Aug 30, 2019 | Few-Shot LearningGraph Attention | CodeCode Available | 0 |
| Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction | Oct 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
