| The role of Disentanglement in Generalisation | Jan 1, 2021 | DisentanglementOut-of-Distribution Generalization | CodeCode Available | 1 |
| Inductive Biases for Deep Learning of Higher-Level Cognition | Nov 30, 2020 | Deep LearningSystematic Generalization | —Unverified | 0 |
| Learning from Task Descriptions | Nov 16, 2020 | Systematic Generalization | CodeCode Available | 1 |
| Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks | Oct 23, 2020 | Code CompletionLearning to Execute | CodeCode Available | 0 |
| Prioritized Level Replay | Oct 8, 2020 | Deep Reinforcement LearningSystematic Generalization | CodeCode Available | 1 |
| CURI: A Benchmark for Productive Concept Learning Under Uncertainty | Oct 6, 2020 | Meta-LearningSystematic Generalization | CodeCode Available | 1 |
| Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks | Oct 5, 2020 | Systematic Generalization | CodeCode Available | 1 |
| Measuring Systematic Generalization in Neural Proof Generation with Transformers | Sep 30, 2020 | Automated Theorem ProvingLogical Reasoning | CodeCode Available | 1 |
| Systematic Generalization on gSCAN with Language Conditioned Embedding | Sep 11, 2020 | Systematic Generalization | CodeCode Available | 1 |
| Compositional Networks Enable Systematic Generalization for Grounded Language Understanding | Aug 6, 2020 | Systematic Generalization | CodeCode Available | 0 |
| Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering | Jul 1, 2020 | Inductive BiasQuestion Answering | CodeCode Available | 1 |
| 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 |
| The NetHack Learning Environment | Jun 24, 2020 | NetHackNetHack Score | CodeCode Available | 1 |
| 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 |
| A Benchmark for Systematic Generalization in Grounded Language Understanding | Mar 11, 2020 | Systematic Generalization | CodeCode Available | 1 |
| 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 |
| CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text | Aug 16, 2019 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
| 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 |
| Systematic Generalization: What Is Required and Can It Be Learned? | Nov 30, 2018 | Systematic GeneralizationVisual Question Answering (VQA) | CodeCode Available | 0 |
