systematic generalization

Systematic Visual Reasoning through Object-Centric Relational Abstraction NeurIPS 2023 A Primer for Neural Arithmetic Logic Modules JMLR 2022 Challenges in Generalization in Open Domain Question Answering NAACL 2022 CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations EMNLP 2022 Distinguishing rule and exemplar-based generalization in learning systems ICML 2022 Generalization and Robustness Implications in Object-Centric Learning ICML 2022 Illiterate DALL-E Learns to Compose ICLR 2022 LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing ACL 2022 Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality EMNLP 2022 RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning ICLR 2022 Revisit Systematic Generalization via Meaningful Learning EMNLP 2022 Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics AAAI 2022 Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention NAACL 2022 The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization ICLR 2022 The Neural Race Reduction: Dynamics of Abstraction in Gated Networks ICML 2022 The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study ACL 2022 Compositional Networks Enable Systematic Generalization for Grounded Language Understanding EMNLP 2021 CURI: A Benchmark for Productive Concept Learning Under Uncertainty ICML 2021 Discrete-Valued Neural Communication NeurIPS 2021 Dynamic Inference with Neural Interpreters NeurIPS 2021 Emergent Communication of Generalizations NeurIPS 2021 Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments ICLR 2021 Fast And Slow Learning Of Recurrent Independent Mechanisms ICLR 2021 How Modular should Neural Module Networks Be for Systematic Generalization? NeurIPS 2021 How to transfer algorithmic reasoning knowledge to learn new algorithms? NeurIPS 2021