| Global Textual Relation Embedding for Relational Understanding | Jun 3, 2019 | Action ClassificationRelation | CodeCode Available | 0 | 5 |
| Fragmented and Valuable: Following Sentiment Changes in Food Tweets | Jun 9, 2021 | Cultural Vocal Bursts Intensity PredictionRelation | 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 |
| 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 |
| Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource | Jul 1, 2016 | Dialect IdentificationRelation | CodeCode Available | 0 | 5 |
| Few-shot Action Recognition with Permutation-invariant Attention | Jan 12, 2020 | Action RecognitionFew-Shot action recognition | CodeCode Available | 0 | 5 |
| FewRel 2.0: Towards More Challenging Few-Shot Relation Classification | Oct 16, 2019 | ClassificationDomain Adaptation | 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 |
| FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction | Mar 4, 2024 | Document-level Relation ExtractionRelation | 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 |
| Few-Shot Knowledge Graph Completion | Nov 26, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 | 5 |
| Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP | Feb 11, 2023 | FairnessModel Selection | CodeCode Available | 0 | 5 |
| Event Causality Identification via Generation of Important Context Words | Jul 1, 2022 | Event Causality IdentificationMulti-Task Learning | CodeCode Available | 0 | 5 |
| Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation | Oct 24, 2022 | Contrastive LearningQuestion Answering | 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 |
| Extracting Temporal Event Relation with Syntax-guided Graph Transformer | Apr 19, 2021 | Dependency ParsingNatural Language Understanding | 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 |
| EventFull: Complete and Consistent Event Relation Annotation | Dec 17, 2024 | Relation | 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 |
| False Positive and Cross-relation Signals in Distant Supervision Data | Nov 14, 2017 | General ClassificationRelation | CodeCode Available | 0 | 5 |
| Exposing ambiguities in a relation-extraction gold standard with crowdsourcing | May 23, 2015 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Extracting Multi-valued Relations from Language Models | Jul 6, 2023 | Relationslot-filling | 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 |
| Effective Attention Modeling for Neural Relation Extraction | Dec 9, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
