| Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training | May 18, 2025 | Contrastive LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model | Nov 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Jointly Extracting Relations with Class Ties via Effective Deep Ranking | Dec 22, 2016 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Jointly Learning Entity and Relation Representations for Entity Alignment | Sep 20, 2019 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 | 5 |
| Deep Structured Neural Network for Event Temporal Relation Extraction | Sep 22, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Joint Bootstrapping Machines for High Confidence Relation Extraction | May 1, 2018 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree | Oct 15, 2024 | Logical FallaciesRelation | CodeCode Available | 0 | 5 |
| It Takes Two Flints to Make a Fire: Multitask Learning of Neural Relation and Explanation Classifiers | Apr 25, 2022 | Multi-Task LearningRelation | 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 |
| JaMIE: A Pipeline Japanese Medical Information Extraction System with Novel Relation Annotation | Jun 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Kernelized Hashcode Representations for Relation Extraction | Nov 10, 2017 | General ClassificationRelation | CodeCode Available | 0 | 5 |
| Label distributions help implicit discourse relation classification | Oct 1, 2022 | ClassificationImplicit Discourse Relation Classification | CodeCode Available | 0 | 5 |
| Integrating Local Context and Global Cohesiveness for Open Information Extraction | Apr 26, 2018 | Open Information ExtractionRelation | 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 |
| Integrating Relation Constraints with Neural Relation Extractors | Nov 26, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction | Jun 1, 2021 | Knowledge Graph CompletionRelation | 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 |
| BioRelEx 1.0: Biological Relation Extraction Benchmark | Aug 1, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Injecting Logical Background Knowledge into Embeddings for Relation Extraction | May 1, 2015 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Investigating Compositional Challenges in Vision-Language Models for Visual Grounding | Jan 1, 2024 | AttributeRelation | CodeCode Available | 0 | 5 |
| Inferring spatial relations from textual descriptions of images | Feb 1, 2021 | Common Sense ReasoningObject | CodeCode Available | 0 | 5 |
| Inferring Implicit Relations in Complex Questions with Language Models | Apr 28, 2022 | Implicit RelationsQuestion Answering | 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 |
| Informed Multi-context Entity Alignment | Jan 2, 2022 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 | 5 |
| Inducing Temporal Relations from Time Anchor Annotation | Jun 1, 2018 | ArticlesInformativeness | CodeCode Available | 0 | 5 |
| OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference | Apr 12, 2019 | Open Information ExtractionRelation | CodeCode Available | 0 | 5 |
| Incorporating Relation Paths in Neural Relation Extraction | Sep 23, 2016 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks | Jul 8, 2023 | Relation | CodeCode Available | 0 | 5 |
| IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation | Aug 19, 2019 | Cell SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| Improving Relation Extraction by Pre-trained Language Representations | Jun 7, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction | Dec 9, 2020 | Link PredictionMulti-Task 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 |
| 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 with Relational Paraphrase Sentences | Dec 1, 2020 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Improving Hyper-Relational Knowledge Graph Completion | Apr 16, 2021 | Computational EfficiencyGraph Neural Network | 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 |
| An Interpretable Reasoning Network for Multi-Relation Question Answering | Jan 15, 2018 | Question AnsweringRelation | CodeCode Available | 0 | 5 |
| Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention | Oct 8, 2020 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs | Dec 1, 2023 | Contrastive LearningDiversity | CodeCode Available | 0 | 5 |
| Knowledge Hypergraphs: Prediction Beyond Binary Relations | Jun 1, 2019 | Entity EmbeddingsKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| Improving Discourse Relation Projection to Build Discourse Annotated Corpora | Jul 20, 2017 | RelationTranslation | CodeCode Available | 0 | 5 |
| Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering | Aug 22, 2021 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Beyond Word Attention: Using Segment Attention in Neural Relation Extraction | Aug 10, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Adversarial training for multi-context joint entity and relation extraction | Aug 21, 2018 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| Improving Arithmetic Reasoning Ability of Large Language Models through Relation Tuples, Verification and Dynamic Feedback | Jun 25, 2024 | Arithmetic ReasoningRelation | CodeCode Available | 0 | 5 |
| Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply Interactions | Feb 8, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Combining Distant and Direct Supervision for Neural Relation Extraction | Oct 30, 2018 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Improving Visual Relation Detection using Depth Maps | May 2, 2019 | ObjectRelation | CodeCode Available | 0 | 5 |
| Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction | Feb 18, 2025 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
