| Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding | Apr 22, 2021 | AutoMLGraph Embedding | CodeCode Available | 1 |
| Enriched Attention for Robust Relation Extraction | Apr 22, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Constructing a personalized learning path using genetic algorithms approach | Apr 22, 2021 | Relation | —Unverified | 0 |
| Extracting Adverse Drug Events from Clinical Notes | Apr 21, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation | Apr 21, 2021 | Instance SegmentationObject Detection | CodeCode Available | 1 |
| Improving Biomedical Pretrained Language Models with Knowledge | Apr 21, 2021 | Entity LinkingLanguage Modeling | CodeCode Available | 1 |
| Words with Consistent Diachronic Usage Patterns are Learned Earlier: A Computational Analysis Using Temporally Aligned Word Embeddings | Apr 20, 2021 | Diachronic Word EmbeddingsDiversity | CodeCode Available | 0 |
| On the relation between Preference Reversal and Strategy-Proofness | Apr 20, 2021 | Relation | —Unverified | 0 |
| Generalized-TODIM Method for Multi-criteria Decision Making with Basic Uncertain Information and its Application | Apr 19, 2021 | AttributeDecision Making | —Unverified | 0 |
| Extracting Temporal Event Relation with Syntax-guided Graph Transformer | Apr 19, 2021 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 |
| Multilingual Knowledge Graph Completion with Joint Relation and Entity Alignment | Apr 18, 2021 | Entity AlignmentKnowledge Graph Completion | —Unverified | 0 |
| Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes | Apr 17, 2021 | ClassificationFew-Shot Learning | —Unverified | 0 |
| DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction | Apr 17, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning | Apr 16, 2021 | Machine Reading ComprehensionNatural Language Queries | CodeCode Available | 1 |
| Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks | Apr 16, 2021 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 |
| Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors | Apr 16, 2021 | Multi-Task LearningRelation | —Unverified | 0 |
| Improving Hyper-Relational Knowledge Graph Completion | Apr 16, 2021 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 |
| TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph | Apr 15, 2021 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| A Sample-Based Training Method for Distantly Supervised Relation Extraction with Pre-Trained Transformers | Apr 15, 2021 | Multiple Instance LearningRelation | —Unverified | 0 |
| KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction | Apr 15, 2021 | Dialog Relation ExtractionLanguage Modeling | CodeCode Available | 1 |
| Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition | Apr 12, 2021 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Representation Learning for Weakly Supervised Relation Extraction | Apr 10, 2021 | RelationRelation Extraction | —Unverified | 0 |
| ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning | Apr 10, 2021 | AttributeMulti-Task Learning | CodeCode Available | 1 |
| A Question-answering Based Framework for Relation Extraction Validation | Apr 7, 2021 | Question AnsweringRelation | —Unverified | 0 |
| Self-Supervised Learning for Semi-Supervised Temporal Action Proposal | Apr 7, 2021 | RelationSelf-Supervised Learning | CodeCode Available | 1 |
| Deep Neural Networks for Relation Extraction | Apr 5, 2021 | DecoderJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Perspective-corrected Spatial Referring Expression Generation for Human-Robot Interaction | Apr 4, 2021 | DiversityReferring Expression | —Unverified | 0 |
| ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context | Apr 4, 2021 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Learning to Filter: Siamese Relation Network for Robust Tracking | Apr 2, 2021 | Meta-LearningRelation | CodeCode Available | 1 |
| Towards a Data Analytics Pipeline for the Visualisation of Complexity Metrics in L2 writings | Apr 1, 2021 | Relation | —Unverified | 0 |
| ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction | Apr 1, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Relating Relations: Meta-Relation Extraction from Online Health Forum Posts | Apr 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| CovRelex: A COVID-19 Retrieval System with Relation Extraction | Apr 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| End-to-End Argument Mining as Biaffine Dependency Parsing | Apr 1, 2021 | Argument MiningDependency Parsing | —Unverified | 0 |
| Multilingual Entity and Relation Extraction Dataset and Model | Apr 1, 2021 | Joint Entity and Relation Extractionmodel | CodeCode Available | 1 |
| ``Laughing at you or with you'': The Role of Sarcasm in Shaping the Disagreement Space | Apr 1, 2021 | ClassificationRelation | CodeCode Available | 0 |
| Learning Relatedness between Types with Prototypes for Relation Extraction | Apr 1, 2021 | Multi-Task LearningRelation | CodeCode Available | 0 |
| Integrating Subgraph-aware Relation and DirectionReasoning for Question Answering | Apr 1, 2021 | Question AnsweringRelation | —Unverified | 0 |
| Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction | Apr 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Embracing Uncertainty: Decoupling and De-bias for Robust Temporal Grounding | Mar 31, 2021 | Relation | —Unverified | 0 |
| Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey | Mar 31, 2021 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection | Mar 30, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| Probabilistic Analogical Mapping with Semantic Relation Networks | Mar 30, 2021 | Graph MatchingRelation | —Unverified | 0 |
| Temporal Memory Relation Network for Workflow Recognition from Surgical Video | Mar 30, 2021 | RelationRelation Network | CodeCode Available | 1 |
| Complementary Relation Contrastive Distillation | Mar 29, 2021 | Knowledge DistillationRelation | CodeCode Available | 1 |
| Explaining a Neural Attention Model for Aspect-Based Sentiment Classification Using Diagnostic Classification | Mar 29, 2021 | ClassificationDiagnostic | CodeCode Available | 0 |
| Multi-facet Universal Schema | Mar 29, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Visual Distant Supervision for Scene Graph Generation | Mar 29, 2021 | Graph GenerationPredicate Classification | CodeCode Available | 1 |
| Learning on heterogeneous graphs using high-order relations | Mar 29, 2021 | RelationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Relation-aware Instance Refinement for Weakly Supervised Visual Grounding | Mar 24, 2021 | ObjectRelation | CodeCode Available | 1 |
