| Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors | Apr 27, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction | Apr 27, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Empirical Analysis of Dialogue Relation Extraction with Large Language Models | Apr 27, 2024 | RelationRelation Extraction | —Unverified | 0 |
| Building a Japanese Document-Level Relation Extraction Dataset Assisted by Cross-Lingual Transfer | Apr 25, 2024 | AttributeCross-Lingual Transfer | —Unverified | 0 |
| MMGRec: Multimodal Generative Recommendation with Transformer Model | Apr 25, 2024 | modelMultimodal Recommendation | —Unverified | 0 |
| Translation of Multifaceted Data without Re-Training of Machine Translation Systems | Apr 25, 2024 | Machine TranslationQuestion Generation | —Unverified | 0 |
| Knowledge Graph Completion using Structural and Textual Embeddings | Apr 24, 2024 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| Elucidating the theoretical underpinnings of surrogate gradient learning in spiking neural networks | Apr 23, 2024 | Relation | CodeCode Available | 0 |
| Learning S-Matrix Phases with Neural Operators | Apr 22, 2024 | Relation | —Unverified | 0 |
| EnzChemRED, a rich enzyme chemistry relation extraction dataset | Apr 22, 2024 | Benchmarkingnamed-entity-recognition | —Unverified | 0 |
| DHRNet: A Dual-Path Hierarchical Relation Network for Multi-Person Pose Estimation | Apr 22, 2024 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 0 |
| How to Encode Domain Information in Relation Classification | Apr 21, 2024 | ClassificationRelation | CodeCode Available | 2 |
| A Continual Relation Extraction Approach for Knowledge Graph Completeness | Apr 20, 2024 | Continual Relation ExtractionKnowledge Graphs | —Unverified | 0 |
| Retrieval-Augmented Generation-based Relation Extraction | Apr 20, 2024 | RelationRelation Extraction | CodeCode Available | 2 |
| REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking | Apr 19, 2024 | Benchmarkingcoreference-resolution | CodeCode Available | 1 |
| GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction | Apr 18, 2024 | Graph structure learningJoint Entity and Relation Extraction | CodeCode Available | 2 |
| EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction | Apr 18, 2024 | Joint Entity and Relation ExtractionKnowledge Graphs | CodeCode Available | 1 |
| Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction | Apr 18, 2024 | DiversityRelation | —Unverified | 0 |
| A LayoutLMv3-Based Model for Enhanced Relation Extraction in Visually-Rich Documents | Apr 16, 2024 | document understandingKey Information Extraction | —Unverified | 0 |
| Hierarchical Attention Models for Multi-Relational Graphs | Apr 14, 2024 | Graph AttentionLink Prediction | CodeCode Available | 1 |
| Survey on Embedding Models for Knowledge Graph and its Applications | Apr 14, 2024 | Feature EngineeringGraph Embedding | —Unverified | 0 |
| Reframing the Mind-Body Picture: Applying Formal Systems to the Relationship of Mind and Matter | Apr 11, 2024 | Relation | —Unverified | 0 |
| TrajPRed: Trajectory Prediction with Region-based Relation Learning | Apr 10, 2024 | Future predictionPrediction | CodeCode Available | 0 |
| Non-equilibrium microbial dynamics unveil a new macroecological pattern beyond Taylor's law | Apr 10, 2024 | Relation | —Unverified | 0 |
| Causality Extraction from Nuclear Licensee Event Reports Using a Hybrid Framework | Apr 8, 2024 | RelationRelation Extraction | —Unverified | 0 |
