| Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction | Dec 5, 2023 | Event Extractiongraph construction | —Unverified | 0 |
| HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding | Dec 5, 2023 | DiversityGraph Generation | —Unverified | 0 |
| Training on Synthetic Data Beats Real Data in Multimodal Relation Extraction | Dec 5, 2023 | DiversityRelation | —Unverified | 0 |
| Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs | Dec 1, 2023 | Contrastive LearningDiversity | CodeCode Available | 0 |
| Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions | Nov 30, 2023 | Autonomous DrivingPrediction | —Unverified | 0 |
| Pattern retrieval of traffic congestion using graph-based associations of traffic domain-specific features | Nov 28, 2023 | Information RetrievalManagement | —Unverified | 0 |
| Noise in Relation Classification Dataset TACRED: Characterization and Reduction | Nov 21, 2023 | ClassificationRelation | —Unverified | 0 |
| How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction | Nov 20, 2023 | ArticlesLarge Language Model | CodeCode Available | 0 |
| KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model | Nov 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Explicit Change Relation Learning for Change Detection in VHR Remote Sensing Images | Nov 14, 2023 | Binary ClassificationChange Detection | CodeCode Available | 0 |
| Sustainable Development Goal (SDG) 8: New Zealand Prospects while Yield Curve Inverts in Central Bank Digital Currency (CBDC) Era | Nov 12, 2023 | Relation | —Unverified | 0 |
| GIELLM: Japanese General Information Extraction Large Language Model Utilizing Mutual Reinforcement Effect | Nov 12, 2023 | Event ExtractionLanguage Modeling | —Unverified | 0 |
| Best Complete Approximations of Preference Relations | Nov 11, 2023 | Relation | —Unverified | 0 |
| Visual Commonsense based Heterogeneous Graph Contrastive Learning | Nov 11, 2023 | Contrastive LearningQuestion Answering | —Unverified | 0 |
| Relation Extraction in underexplored biomedical domains: A diversity-optimised sampling and synthetic data generation approach | Nov 10, 2023 | DiversityDrug Discovery | CodeCode Available | 0 |
| Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction | Nov 10, 2023 | In-Context LearningMeta-Learning | —Unverified | 0 |
| Improving Vision-and-Language Reasoning via Spatial Relations Modeling | Nov 9, 2023 | Position regressionRelation | —Unverified | 0 |
| Rooting capacity of hardwood cuttings of some fruit trees in relation to cutting pattern | Nov 8, 2023 | Relation | —Unverified | 0 |
| Contrastive Multi-Level Graph Neural Networks for Session-based Recommendation | Nov 6, 2023 | Contrastive LearningRelation | —Unverified | 0 |
| Relation Extraction Model Based on Semantic Enhancement Mechanism | Nov 5, 2023 | Information Retrievalmodel | —Unverified | 0 |
| Learning Independently from Causality in Multi-Agent Environments | Nov 5, 2023 | Multi-agent Reinforcement LearningRelation | —Unverified | 0 |
| Towards a Unified Transformer-based Framework for Scene Graph Generation and Human-object Interaction Detection | Nov 3, 2023 | Graph GenerationHuman-Object Interaction Detection | —Unverified | 0 |
| Semantic Scene Graph Generation Based on an Edge Dual Scene Graph and Message Passing Neural Network | Nov 2, 2023 | Graph GenerationRelation | —Unverified | 0 |
| Multi-level Relation Learning for Cross-domain Few-shot Hyperspectral Image Classification | Nov 2, 2023 | ClassificationContrastive Learning | CodeCode Available | 0 |
| Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning | Oct 31, 2023 | Multi-Task LearningRelation | —Unverified | 0 |
| Relation Extraction from News Articles (RENA): A Tool for Epidemic Surveillance | Oct 31, 2023 | ArticlesRelation | —Unverified | 0 |
| Sentence Bag Graph Formulation for Biomedical Distant Supervision Relation Extraction | Oct 29, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods | Oct 29, 2023 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Identifying Conspiracy Theories News based on Event Relation Graph | Oct 28, 2023 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting | Oct 28, 2023 | RelationVisual Reasoning | —Unverified | 0 |
| EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning | Oct 26, 2023 | RelationRelation Prediction | —Unverified | 0 |
| Safety, in Numbers | Oct 26, 2023 | Relation | —Unverified | 0 |
| Test-time Augmentation for Factual Probing | Oct 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| TIMELINE: Exhaustive Annotation of Temporal Relations Supporting the Automatic Ordering of Events in News Articles | Oct 26, 2023 | ArticlesRelation | CodeCode Available | 0 |
| Nearest Neighbor Search over Vectorized Lexico-Syntactic Patterns for Relation Extraction from Financial Documents | Oct 26, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion | Oct 24, 2023 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| A Study on Prosodic Entrainment in Relation to Therapist Empathy in Counseling Conversation | Oct 22, 2023 | Relation | —Unverified | 0 |
| RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization | Oct 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Enhancing Relational Rules for Knowledge Graph Link Prediction | Oct 20, 2023 | Graph Neural NetworkInductive Link Prediction | CodeCode Available | 0 |
| Query-aware Long Video Localization and Relation Discrimination for Deep Video Understanding | Oct 19, 2023 | RelationVideo Understanding | —Unverified | 0 |
| Open Information Extraction: A Review of Baseline Techniques, Approaches, and Applications | Oct 18, 2023 | Open Information ExtractionQuestion Answering | —Unverified | 0 |
| CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation | Oct 18, 2023 | Domain AdaptationFew-Shot Relation Classification | CodeCode Available | 0 |
| Solving Hard Analogy Questions with Relation Embedding Chains | Oct 18, 2023 | Knowledge GraphsLanguage Modeling | CodeCode Available | 0 |
| Rethinking Relation Classification with Graph Meaning Representations | Oct 15, 2023 | ClassificationNatural Language Understanding | —Unverified | 0 |
| Exploring Sparse Spatial Relation in Graph Inference for Text-Based VQA | Oct 13, 2023 | Graph LearningObject | —Unverified | 0 |
| PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming | Oct 13, 2023 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking | Oct 9, 2023 | Entity LinkingRelation | CodeCode Available | 0 |
| Distantly-Supervised Joint Extraction with Noise-Robust Learning | Oct 8, 2023 | Joint Entity and Relation ExtractionLanguage Modelling | CodeCode Available | 0 |
| Revisiting Large Language Models as Zero-shot Relation Extractors | Oct 8, 2023 | Question AnsweringRelation | —Unverified | 0 |
| Document-Level Relation Extraction with Relation Correlation Enhancement | Oct 6, 2023 | Document-level Relation ExtractionGraph Attention | CodeCode Available | 0 |