| Injecting Logical Background Knowledge into Embeddings for Relation Extraction | May 1, 2015 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Deep Structured Neural Network for Event Temporal Relation Extraction | Sep 22, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Integrating Relation Constraints with Neural Relation Extractors | Nov 26, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Inductive Relation Prediction from Relational Paths and Context with Hierarchical Transformers | Apr 1, 2023 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 0 | 5 |
| Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks | Jul 8, 2023 | Relation | CodeCode Available | 0 | 5 |
| Inducing Temporal Relations from Time Anchor Annotation | Jun 1, 2018 | ArticlesInformativeness | CodeCode Available | 0 | 5 |
| Inferring Implicit Relations in Complex Questions with Language Models | Apr 28, 2022 | Implicit RelationsQuestion Answering | CodeCode Available | 0 | 5 |
| Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree | Oct 15, 2024 | Logical FallaciesRelation | CodeCode Available | 0 | 5 |
| Incorporating Relation Paths in Neural Relation Extraction | Sep 23, 2016 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion | May 10, 2023 | Knowledge Graph CompletionRelation | CodeCode Available | 0 | 5 |
| Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding | Jan 11, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Inferring spatial relations from textual descriptions of images | Feb 1, 2021 | Common Sense ReasoningObject | CodeCode Available | 0 | 5 |
| Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder | May 24, 2018 | Dimensionality ReductionKnowledge Base Completion | CodeCode Available | 0 | 5 |
| Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction | Dec 9, 2020 | Link PredictionMulti-Task Learning | CodeCode Available | 0 | 5 |
| Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective Generation | Jun 10, 2023 | Implicit Discourse Relation ClassificationRelation | CodeCode Available | 0 | 5 |
| Improving Relation Extraction by Pre-trained Language Representations | Jun 7, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| RH-Net: Improving Neural Relation Extraction via Reinforcement Learning and Hierarchical Relational Searching | Oct 27, 2020 | Denoisingreinforcement-learning | CodeCode Available | 0 | 5 |
| Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking | May 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| BioRelEx 1.0: Biological Relation Extraction Benchmark | Aug 1, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention | Oct 8, 2020 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Improving Relation Extraction with Relational Paraphrase Sentences | Dec 1, 2020 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Combining Distant and Direct Supervision for Neural Relation Extraction | Oct 30, 2018 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering | Aug 22, 2021 | RelationRelation Extraction | 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 |
| Improving Discourse Relation Projection to Build Discourse Annotated Corpora | Jul 20, 2017 | RelationTranslation | CodeCode Available | 0 | 5 |
