| Embedding Uncertain Knowledge Graphs | Nov 26, 2018 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Fine-tune Bert for DocRED with Two-step Process | Sep 26, 2019 | Document-level Relation ExtractionLanguage Modeling | CodeCode Available | 0 | 5 |
| Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction | Jun 19, 2019 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 0 | 5 |
| From Consensus to Disagreement: Multi-Teacher Distillation for Semi-Supervised Relation Extraction | Dec 2, 2021 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Embedding-Based Entity Alignment Using Relation Structural Similarity | Sep 11, 2022 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 | 5 |
| Elucidating the theoretical underpinnings of surrogate gradient learning in spiking neural networks | Apr 23, 2024 | Relation | CodeCode Available | 0 | 5 |
| Few-Shot Knowledge Graph Completion | Nov 26, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 | 5 |
| Few-shot link prediction via graph neural networks for Covid-19 drug-repurposing | Jul 20, 2020 | Drug DiscoveryFew-Shot Learning | CodeCode Available | 0 | 5 |
| Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering | Aug 22, 2021 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Few-shot Action Recognition with Permutation-invariant Attention | Jan 12, 2020 | Action RecognitionFew-Shot action recognition | CodeCode Available | 0 | 5 |
| Improving Document-level Relation Extraction via Contextualizing Mention Representations and Weighting Mention Pairs | Aug 9, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| Local Relation Networks for Image Recognition | Apr 25, 2019 | General ClassificationImage Classification | CodeCode Available | 0 | 5 |
| FewRel 2.0: Towards More Challenging Few-Shot Relation Classification | Oct 16, 2019 | ClassificationDomain Adaptation | CodeCode Available | 0 | 5 |
| Fine-grained Contrastive Learning for Relation Extraction | May 25, 2022 | Contrastive LearningDenoising | CodeCode Available | 0 | 5 |
| Global inference with explicit syntactic and discourse structures for dialogue-level relation extraction | Jul 30, 2022 | Dialog Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| Falcon 2.0: An Entity and Relation Linking Tool over Wikidata | Dec 24, 2019 | Knowledge Base Question AnsweringKnowledge Graphs | CodeCode Available | 0 | 5 |
| False Positive and Cross-relation Signals in Distant Supervision Data | Nov 14, 2017 | General ClassificationRelation | CodeCode Available | 0 | 5 |
| Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction | Oct 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition | Dec 11, 2022 | Contrastive LearningGeneral Knowledge | CodeCode Available | 0 | 5 |
| Extracting Temporal Event Relation with Syntax-guided Graph Transformer | Apr 19, 2021 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 | 5 |
| Extraction of Medication and Temporal Relation from Clinical Text using Neural Language Models | Oct 3, 2023 | AvgDisease Prediction | CodeCode Available | 0 | 5 |
| CATENA: CAusal and TEmporal relation extraction from NAtural language texts | Dec 1, 2016 | General ClassificationQuestion Answering | CodeCode Available | 0 | 5 |
| Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning | Mar 25, 2024 | ClassificationContrastive Learning | CodeCode Available | 0 | 5 |
| Extracting Protein-Protein Interactions (PPIs) from Biomedical Literature using Attention-based Relational Context Information | Mar 8, 2024 | RelationRelation Classification | CodeCode Available | 0 | 5 |
