| LAGr: Labeling Aligned Graphs for Improving Systematic Generalization in Semantic Parsing | Oct 14, 2021 | Semantic ParsingSystematic Generalization | CodeCode Available | 1 |
| Dynamic Inference with Neural Interpreters | Oct 12, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Learning Adaptive Control Flow in Transformers for Improved Systematic Generalization | Oct 8, 2021 | Systematic Generalization | —Unverified | 0 |
| Distinguishing rule- and exemplar-based generalization in learning systems | Oct 8, 2021 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| The Role of Learning Regime, Architecture and Dataset Structure on Systematic Generalization in Simple Neural Networks | Sep 29, 2021 | Systematic Generalization | —Unverified | 0 |
| Adaptive Control Flow in Transformers Improves Systematic Generalization | Sep 29, 2021 | ListOpsSystematic Generalization | —Unverified | 0 |
| Illiterate DALLE Learns to Compose | Sep 29, 2021 | DecoderImage Generation | —Unverified | 0 |
| Symbolic Brittleness in Sequence Models: on Systematic Generalization in Symbolic Mathematics | Sep 28, 2021 | Out-of-Distribution GeneralizationSystematic Generalization | CodeCode Available | 1 |
| Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? | Sep 25, 2021 | Compositional Generalization (AVG)Systematic Generalization | CodeCode Available | 1 |
| Challenges in Generalization in Open Domain Question Answering | Sep 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers | Aug 26, 2021 | Systematic Generalization | CodeCode Available | 1 |
| Lexicon Learning for Few Shot Sequence Modeling | Aug 1, 2021 | Instruction FollowingMachine Translation | CodeCode Available | 1 |
| 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 |
| Generalization and Robustness Implications in Object-Centric Learning | Jul 1, 2021 | Inductive BiasObject | CodeCode Available | 1 |
| How Modular Should Neural Module Networks Be for Systematic Generalization? | Jun 15, 2021 | Question AnsweringSystematic Generalization | CodeCode Available | 0 |
| Lexicon Learning for Few-Shot Neural Sequence Modeling | Jun 7, 2021 | Instruction FollowingMachine Translation | CodeCode Available | 1 |
| Structured Reordering for Modeling Latent Alignments in Sequence Transduction | Jun 6, 2021 | Machine TranslationSemantic Parsing | CodeCode Available | 1 |
| SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics | Jun 2, 2021 | NegationSystematic Generalization | CodeCode Available | 0 |
| Modelling the development of counting with memory-augmented neural networks | May 21, 2021 | Systematic Generalization | CodeCode Available | 1 |
| 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 |
| Learning Algebraic Representation for Abstract Spatial-Temporal Reasoning | Jan 1, 2021 | Abstract AlgebraSystematic Generalization | —Unverified | 0 |
| Generative Scene Graph Networks | Jan 1, 2021 | Systematic Generalization | —Unverified | 0 |
