| A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction | May 26, 2020 | Knowledge Graph CompletionMultiple Instance Learning | CodeCode Available | 1 |
| On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification | Apr 27, 2020 | Discourse ParsingGeneral Classification | CodeCode Available | 1 |
| Relation Transformer Network | Apr 13, 2020 | DecoderGraph Generation | CodeCode Available | 1 |
| SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction | Apr 6, 2020 | ClusteringLanguage Modeling | CodeCode Available | 1 |
| K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters | Feb 5, 2020 | Dependency ParsingEntity Typing | CodeCode Available | 1 |
| Few-shot Text Classification with Distributional Signatures | Aug 16, 2019 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
| Matching the Blanks: Distributional Similarity for Relation Learning | Jun 7, 2019 | Few-Shot Relation ClassificationRelation | CodeCode Available | 1 |
| Argumentative Link Prediction using Residual Networks and Multi-Objective Learning | Nov 1, 2018 | Argument MiningComponent Classification | CodeCode Available | 1 |
| Comparative Analysis of AI Agent Architectures for Entity Relationship Classification | Jun 3, 2025 | AI AgentRelation | CodeCode Available | 0 |
| Towards a More Generalized Approach in Open Relation Extraction | May 28, 2025 | ClusteringRelation | CodeCode Available | 0 |
| Towards Rehearsal-Free Continual Relation Extraction: Capturing Within-Task Variance with Adaptive Prompting | May 20, 2025 | Continual Relation ExtractionMixture-of-Experts | CodeCode Available | 0 |
| Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set | Mar 13, 2025 | RelationRelation Classification | CodeCode Available | 0 |
| HFGCN:Hypergraph Fusion Graph Convolutional Networks for Skeleton-Based Action Recognition | Jan 19, 2025 | Action RecognitionRelation Classification | —Unverified | 0 |
| AmalREC: A Dataset for Relation Extraction and Classification Leveraging Amalgamation of Large Language Models | Dec 29, 2024 | RelationRelation Classification | —Unverified | 0 |
| Annotations for Exploring Food Tweets From Multiple Aspects | Dec 9, 2024 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 |
| Diversity Over Quantity: A Lesson From Few Shot Relation Classification | Dec 6, 2024 | DiversityFew-Shot Learning | —Unverified | 0 |
| Assessing Open-Source Large Language Models on Argumentation Mining Subtasks | Nov 8, 2024 | ARCRelation Classification | —Unverified | 0 |
| GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains | Nov 1, 2024 | Discourse ParsingRelation | CodeCode Available | 0 |
| Local and Global Graph Modeling with Edge-weighted Graph Attention Network for Handwritten Mathematical Expression Recognition | Oct 24, 2024 | ClassificationEdge Classification | —Unverified | 0 |
| Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? | Oct 14, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering | Sep 24, 2024 | Entity LinkingGraph Question Answering | CodeCode Available | 0 |
| Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features | Sep 6, 2024 | Feature EngineeringFew-Shot Learning | —Unverified | 0 |
| LLM with Relation Classifier for Document-Level Relation Extraction | Aug 25, 2024 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Multimodal Relational Triple Extraction with Query-based Entity Object Transformer | Aug 16, 2024 | Knowledge GraphsObject | —Unverified | 0 |
| A Global-Local Attention Mechanism for Relation Classification | Jul 1, 2024 | ClassificationRelation | —Unverified | 0 |
