| Transformer Module Networks for Systematic Generalization in Visual Question Answering | Jan 27, 2022 | Question AnsweringSystematic Generalization | CodeCode Available | 0 | 5 |
| Enhancing Interpretability and Interactivity in Robot Manipulation: A Neurosymbolic Approach | Oct 3, 2022 | Referring ExpressionRobot Manipulation | CodeCode Available | 0 | 5 |
| Unveiling the Mechanisms of Explicit CoT Training: How CoT Enhances Reasoning Generalization | Feb 7, 2025 | Generalization BoundsSystematic Generalization | CodeCode Available | 0 | 5 |
| What makes a language easy to deep-learn? Deep neural networks and humans similarly benefit from compositional structure | Feb 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Compositional generalization in a deep seq2seq model by separating syntax and semantics | Apr 22, 2019 | Deep LearningMachine Translation | CodeCode Available | 0 | 5 |
| Improving Systematic Generalization Through Modularity and Augmentation | Feb 22, 2022 | Data AugmentationGrounded language learning | CodeCode Available | 0 | 5 |
| Systematic human learning and generalization from a brief tutorial with explanatory feedback | Jul 10, 2021 | High School MathematicsSystematic Generalization | —Unverified | 0 | 0 |
| Adaptive Control Flow in Transformers Improves Systematic Generalization | Sep 29, 2021 | ListOpsSystematic Generalization | —Unverified | 0 | 0 |
| A Generalised Linear Model Framework for β-Variational Autoencoders based on Exponential Dispersion Families | Jun 11, 2020 | Systematic Generalization | —Unverified | 0 | 0 |
| A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics | Mar 2, 2021 | Few-Shot LearningProgram Synthesis | —Unverified | 0 | 0 |
