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relational reasoning

114 papers

Papers

Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph ACL 2022 R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning ICLR 2022 Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL NeurIPS 2022 RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning ICLR 2022 SE(3)-Equivariant Relational Rearrangement with Neural Descriptor Fields CoRL 2022 Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction IJCAI 2022 Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning NAACL 2022 Tell me why! Explanations support learning relational and causal structure ICML 2022 ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL 2021 HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering ICCV 2021 Hierarchical Video Prediction Using Relational Layouts for Human-Object Interactions CVPR 2021 Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning AAAI 2021 Joint Modeling of Visual Objects and Relations for Scene Graph Generation NeurIPS 2021 LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations ACL 2021 Multi-Scale Progressive Attention Network for Video Question Answering ACL 2021 Predicting Stable Configurations for Semantic Placement of Novel Objects CoRL 2021 Probing Cross-Modal Representations in Multi-Step Relational Reasoning ACL 2021 PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning NeurIPS 2021 Scale-Localized Abstract Reasoning CVPR 2021 Self-supervised Reinforcement Learning with Independently Controllable Subgoals CoRL 2021 Systematic Generalization with Edge Transformers NeurIPS 2021 An Explicitly Relational Neural Network Architecture ICML 2020 Better Set Representations For Relational Reasoning NeurIPS 2020 Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection CVPR 2020 Distilling Structured Knowledge for Text-Based Relational Reasoning EMNLP 2020