| The Role of Learning Regime, Architecture and Dataset Structure on Systematic Generalization in Simple Neural Networks | Sep 29, 2021 | Systematic Generalization | —Unverified | 0 |
| Challenges in Generalization in Open Domain Question Answering | Sep 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| Systematic human learning and generalization from a brief tutorial with explanatory feedback | Jul 10, 2021 | High School MathematicsSystematic Generalization | —Unverified | 0 |
| Discrete-Valued Neural Communication | Jul 6, 2021 | QuantizationSystematic Generalization | —Unverified | 0 |
| How Modular Should Neural Module Networks Be for Systematic Generalization? | Jun 15, 2021 | Question AnsweringSystematic Generalization | CodeCode Available | 0 |
| SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics | Jun 2, 2021 | NegationSystematic Generalization | CodeCode Available | 0 |
| Iterated learning for emergent systematicity in VQA | May 3, 2021 | Question AnsweringSystematic Generalization | —Unverified | 0 |
| A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics | Mar 2, 2021 | Few-Shot LearningProgram Synthesis | —Unverified | 0 |
| Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models | Feb 10, 2021 | Inductive BiasMultivariate Time Series Forecasting | CodeCode Available | 0 |
| Generative Scene Graph Networks | Jan 1, 2021 | Systematic Generalization | —Unverified | 0 |
| Learning Algebraic Representation for Abstract Spatial-Temporal Reasoning | Jan 1, 2021 | Abstract AlgebraSystematic Generalization | —Unverified | 0 |
| Inductive Biases for Deep Learning of Higher-Level Cognition | Nov 30, 2020 | Deep LearningSystematic Generalization | —Unverified | 0 |
| Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks | Oct 23, 2020 | Code CompletionLearning to Execute | CodeCode Available | 0 |
| Compositional Networks Enable Systematic Generalization for Grounded Language Understanding | Aug 6, 2020 | Systematic Generalization | CodeCode Available | 0 |
| Compositional Generalization by Factorizing Alignment and Translation | Jul 1, 2020 | Machine TranslationSystematic Generalization | —Unverified | 0 |
| Compositionality and Capacity in Emergent Languages | Jul 1, 2020 | Open-Ended Question AnsweringSystematic Generalization | —Unverified | 0 |
| A Generalised Linear Model Framework for β-Variational Autoencoders based on Exponential Dispersion Families | Jun 11, 2020 | Systematic Generalization | —Unverified | 0 |
| Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and Negation | Apr 30, 2020 | Lexical EntailmentNatural Language Inference | CodeCode Available | 0 |
| Revisit Systematic Generalization via Meaningful Learning | Mar 14, 2020 | Data AugmentationMachine Translation | CodeCode Available | 0 |
| CLOSURE: Assessing Systematic Generalization of CLEVR Models | Dec 12, 2019 | Few-Shot LearningSystematic Generalization | CodeCode Available | 0 |
| Capacity, Bandwidth, and Compositionality in Emergent Language Learning | Oct 24, 2019 | Open-Ended Question AnsweringSystematic Generalization | CodeCode Available | 0 |
| A Perspective on Objects and Systematic Generalization in Model-Based RL | Jun 3, 2019 | Systematic Generalization | —Unverified | 0 |
| Compositional generalization in a deep seq2seq model by separating syntax and semantics | Apr 22, 2019 | Deep LearningMachine Translation | CodeCode Available | 0 |
| Linguistic generalization and compositionality in modern artificial neural networks | Mar 30, 2019 | Systematic Generalization | —Unverified | 0 |
| Multi-Object Representation Learning with Iterative Variational Inference | Mar 1, 2019 | ObjectRepresentation Learning | CodeCode Available | 0 |