One-Shot Relational Learning for Knowledge Graphs Aug 27, 2018 Knowledge Graph Completion Knowledge Graphs
Code Code Available 5 Mandolin: A Knowledge Discovery Framework for the Web of Data Nov 3, 2017 Link Prediction Relational Reasoning
Code Code Available 5 Benchmarking and Understanding Compositional Relational Reasoning of LLMs Dec 17, 2024 Benchmarking Relational Reasoning
Code Code Available 5 Mapping Natural Language Commands to Web Elements Aug 28, 2018 Relational Reasoning Visual Reasoning
Code Code Available 5 MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs May 25, 2019 Knowledge Graphs Link Prediction
Code Code Available 5 Modeling Content and Context with Deep Relational Learning Oct 20, 2020 Relational Reasoning
Code Code Available 5 Lifted Inference beyond First-Order Logic Aug 22, 2023 Relational Reasoning Sentence
Code Code Available 5 MUREL: Multimodal Relational Reasoning for Visual Question Answering Feb 25, 2019 Relational Reasoning Visual Question Answering
Code Code Available 5 An Insect-Inspired Randomly, Weighted Neural Network with Random Fourier Features For Neuro-Symbolic Relational Learning Sep 11, 2021 Decoder Relational Reasoning
Code Code Available 5 Object-Oriented Dynamics Learning through Multi-Level Abstraction Apr 16, 2019 Object Relational Reasoning
Code Code Available 5 Leveraging Relational Information for Learning Weakly Disentangled Representations May 20, 2022 Disentanglement Relational Reasoning
Code Code Available 5 LightPath: Lightweight and Scalable Path Representation Learning Jul 19, 2023 Knowledge Distillation Relational Reasoning
Code Code Available 5 Disentangling and Integrating Relational and Sensory Information in Transformer Architectures May 26, 2024 Information Retrieval Language Modeling
Code Code Available 5 Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs Nov 15, 2022 Natural Language Understanding Relational Reasoning
Code Code Available 5 Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training May 18, 2025 Contrastive Learning In-Context Learning
Code Code Available 5 Distributed Associative Memory Network with Memory Refreshing Loss Jul 21, 2020 Memorization Question Answering
Code Code Available 5 Logic Tensor Networks for Semantic Image Interpretation May 24, 2017 Relational Reasoning Tensor Networks
Code Code Available 5 Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs Sep 4, 2019 Knowledge Graphs Link Prediction
Code Code Available 5 On Inductive Abilities of Latent Factor Models for Relational Learning Sep 17, 2017 Knowledge Graphs Relational Reasoning
Code Code Available 5 Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types Feb 2, 2023 Inductive Link Prediction Knowledge Graph Completion
Code Code Available 5 Coresets for Relational Data and The Applications Oct 9, 2022 Relational Reasoning
Code Code Available 5 Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA Mar 17, 2021 Question Answering Relational Reasoning
Code Code Available 5 Large Class Separation is not what you need for Relational Reasoning-based OOD Detection Jul 12, 2023 Autonomous Driving Out of Distribution (OOD) Detection
Code Code Available 5 Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs May 16, 2017 Entity Embeddings Knowledge Graphs
Code Code Available 5 Knowledge Graph Completion via Complex Tensor Factorization Feb 22, 2017 Knowledge Graph Completion Knowledge Graphs
Code Code Available 5 