| 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 |
| Facial Dynamics in Video: Instruction Tuning for Improved Facial Expression Perception and Contextual Awareness | Jan 14, 2025 | Event ExtractionInstruction Following | CodeCode Available | 1 |
| GLiREL -- Generalist Model for Zero-Shot Relation Extraction | Jan 6, 2025 | modelnamed-entity-recognition | CodeCode Available | 3 |
| 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 |
| Implicit Discourse Relation Classification For Nigerian Pidgin | Jun 26, 2024 | ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| Description Boosting for Zero-Shot Entity and Relation Classification | Jun 4, 2024 | RelationRelation Classification | CodeCode Available | 3 |
| OED: Towards One-stage End-to-End Dynamic Scene Graph Generation | May 27, 2024 | Graph Generationobject-detection | CodeCode Available | 1 |
| KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery | May 16, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Analysis of Sentential Neighbors in Implicit Discourse Relation Prediction | May 16, 2024 | PredictionRelation | —Unverified | 0 |
| How to Encode Domain Information in Relation Classification | Apr 21, 2024 | ClassificationRelation | CodeCode Available | 2 |
