| Open Set Relation Extraction via Unknown-Aware Training | Jun 8, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| Structured Learning for Temporal Relation Extraction from Clinical Records | Apr 1, 2017 | PredictionRelation | CodeCode Available | 0 |
| Structured Minimally Supervised Learning for Neural Relation Extraction | Mar 29, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Rethinking the Role of LLMs for Document-level Relation Extraction: a Refiner with Task Distribution and Probability Fusion | Apr 1, 2025 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Enriching Pre-trained Language Model with Entity Information for Relation Classification | May 20, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 0 |
| Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction | Nov 2, 2022 | Knowledge GraphsRelation | CodeCode Available | 0 |
| IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation | Aug 19, 2019 | Cell SegmentationInstance Segmentation | CodeCode Available | 0 |
| Automated Conjecturing VII: The Graph Brain Project & Big Mathematics | Dec 28, 2017 | Relation | CodeCode Available | 0 |
| Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction | Dec 27, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| Improving Relation Extraction by Pre-trained Language Representations | Jun 7, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction | Dec 9, 2020 | Link PredictionMulti-Task Learning | CodeCode Available | 0 |
| RH-Net: Improving Neural Relation Extraction via Reinforcement Learning and Hierarchical Relational Searching | Oct 27, 2020 | Denoisingreinforcement-learning | CodeCode Available | 0 |
| 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 |
| A Unified Representation and a Decoupled Deep Learning Architecture for Argumentation Mining of Students’ Persuasive Essays | Oct 1, 2022 | Relation | CodeCode Available | 0 |
| JaMIE: A Pipeline Japanese Medical Information Extraction System with Novel Relation Annotation | Jun 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction | Apr 1, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Revealed Price Preference: Theory and Empirical Analysis | Jan 8, 2018 | counterfactualRelation | CodeCode Available | 0 |
| Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention | Oct 8, 2020 | RelationRelation Extraction | CodeCode Available | 0 |
| Joint Bootstrapping Machines for High Confidence Relation Extraction | May 1, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| Two-view Graph Neural Networks for Knowledge Graph Completion | Dec 16, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 |
| Improving Hyper-Relational Knowledge Graph Completion | Apr 16, 2021 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 |
| Improving Document-level Relation Extraction via Contextualizing Mention Representations and Weighting Mention Pairs | Aug 9, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Cross-Modality Time-Variant Relation Learning for Generating Dynamic Scene Graphs | May 15, 2023 | RelationScene Graph Generation | CodeCode Available | 0 |
| Combining Distant and Direct Supervision for Neural Relation Extraction | Oct 30, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering | Aug 22, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Improving Discourse Relation Projection to Build Discourse Annotated Corpora | Jul 20, 2017 | RelationTranslation | CodeCode Available | 0 |
| Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply Interactions | Feb 8, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Antonym vs Synonym Distinction using InterlaCed Encoder NETworks (ICE-NET) | Jan 18, 2024 | Relation | CodeCode Available | 0 |
| STUPD: A Synthetic Dataset for Spatial and Temporal Relation Reasoning | Sep 13, 2023 | RelationRelationship Detection | CodeCode Available | 0 |
| Enhancing Targeted Minority Class Prediction in Sentence-Level Relation Extraction | Jun 29, 2022 | RelationRelation Classification | CodeCode Available | 0 |
| Using active learning to expand training data for implicit discourse relation recognition | Oct 1, 2018 | Active LearningRelation | CodeCode Available | 0 |
| Improving Arithmetic Reasoning Ability of Large Language Models through Relation Tuples, Verification and Dynamic Feedback | Jun 25, 2024 | Arithmetic ReasoningRelation | CodeCode Available | 0 |
| RAPS: A Novel Few-Shot Relation Extraction Pipeline with Query-Information Guided Attention and Adaptive Prototype Fusion | Oct 15, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Enhancing Semantic Correlation between Instances and Relations for Zero-Shot Relation Extraction | Jun 15, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| PAC-MAN: Multi-Relation Network in Social Community for Personalized Hashtag Recommendation | Dec 14, 2022 | Recommendation SystemsRelation | CodeCode Available | 0 |
| Cross-media Multi-level Alignment with Relation Attention Network | Apr 25, 2018 | RelationRetrieval | CodeCode Available | 0 |
| Jointly Extracting Relations with Class Ties via Effective Deep Ranking | Dec 22, 2016 | RelationRelation Extraction | CodeCode Available | 0 |
| Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction | Jan 22, 2024 | Document-level Relation ExtractionLink Prediction | CodeCode Available | 0 |
| Jointly Learning Entity and Relation Representations for Entity Alignment | Sep 20, 2019 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 |
| Enhancing Relation Extraction via Supervised Rationale Verification and Feedback | Dec 10, 2024 | RelationRelation Extraction | CodeCode Available | 0 |
| Improved Relation Extraction with Feature-Rich Compositional Embedding Models | May 10, 2015 | RelationRelation Classification | CodeCode Available | 0 |
| Implicit Discourse Relation Identification for Open-domain Dialogues | Jul 9, 2019 | Implicit Discourse Relation ClassificationImplicit Relations | CodeCode Available | 0 |
| Identifying Conspiracy Theories News based on Event Relation Graph | Oct 28, 2023 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| Enhancing Relation Extraction via Adversarial Multi-task Learning | Jun 1, 2022 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 0 |
| Subversive Characters and Stereotyping Readers: Characterizing Queer Relationalities with Dialogue-Based Relation Extraction | Oct 19, 2024 | RelationRelation Extraction | CodeCode Available | 0 |
| Knowledge Hypergraphs: Prediction Beyond Binary Relations | Jun 1, 2019 | Entity EmbeddingsKnowledge Graph Completion | CodeCode Available | 0 |
| IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis | Oct 1, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution | Jun 4, 2019 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Enhancing Relation Extraction Using Syntactic Indicators and Sentential Contexts | Dec 4, 2019 | DiversityRelation | CodeCode Available | 0 |
| Enhancing Language Models for Financial Relation Extraction with Named Entities and Part-of-Speech | May 2, 2024 | Financial Relation Extractionnamed-entity-recognition | CodeCode Available | 0 |
