| Towards Effective Multi-Task Interaction for Entity-Relation Extraction: A Unified Framework with Selection Recurrent Network | Feb 15, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Modeling Intention, Emotion and External World in Dialogue Systems | Feb 14, 2022 | Relation | —Unverified | 0 |
| Improving Fraud Detection via Hierarchical Attention-based Graph Neural Network | Feb 12, 2022 | Fraud DetectionGraph Neural Network | —Unverified | 0 |
| Multi-relation Message Passing for Multi-label Text Classification | Feb 10, 2022 | Classificationimage-classification | CodeCode Available | 0 |
| Approximate Bisimulation Relations for Neural Networks and Application to Assured Neural Network Compression | Feb 2, 2022 | Neural Network CompressionRelation | —Unverified | 0 |
| Towards a Theoretical Understanding of Word and Relation Representation | Feb 1, 2022 | Knowledge GraphsRelation | —Unverified | 0 |
| Compositional Multi-Object Reinforcement Learning with Linear Relation Networks | Jan 31, 2022 | Graph Neural NetworkObject | —Unverified | 0 |
| RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-lesion Segmentation | Jan 26, 2022 | Lesion DetectionLesion Segmentation | —Unverified | 0 |
| Jointly Learning Knowledge Embedding and Neighborhood Consensus with Relational Knowledge Distillation for Entity Alignment | Jan 25, 2022 | BenchmarkingEntity Alignment | —Unverified | 0 |
| Conceptor Learning for Class Activation Mapping | Jan 21, 2022 | Relation | —Unverified | 0 |
| Distant Supervision for Relation Extraction with Hierarchical Attention-Based Networks | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Unsupervised Common Sense Relation Extraction | Jan 16, 2022 | Common Sense ReasoningRelation | —Unverified | 0 |
| Prompt-based Zero-shot Relation Classification with Semantic Knowledge Augmentation | Jan 16, 2022 | RelationRelation Classification | —Unverified | 0 |
| Modeling Multi-Granularity Hierarchical Features for Relation Extraction | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion | Jan 16, 2022 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision | Jan 16, 2022 | AttributeKnowledge Graphs | —Unverified | 0 |
| Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Graph | Jan 16, 2022 | DecoderMeta-Learning | —Unverified | 0 |
| A Dataset for N-ary Relation Extraction of Drug Combinations | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |
| MedDistant19: A Challenging Benchmark for Distantly Supervised Biomedical Relation Extraction | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models | Jan 16, 2022 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction | Jan 16, 2022 | Graph Neural NetworkRelation | —Unverified | 0 |
| A Text-Image Pair Is not Enough: Language-Vision Relation Inference with Auxiliary Modality Translation | Jan 16, 2022 | Cross-Modal Retrievalimage-classification | —Unverified | 0 |
| Generate it. A simple method for End-to-End Relation Extraction | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis | Jan 16, 2022 | counterfactualRelation | —Unverified | 0 |
| RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning | Jan 16, 2022 | Few-Shot LearningLink Prediction | CodeCode Available | 0 |
