compositional generalization

CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations EMNLP 2022 Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention NeurIPS 2022 Disentangled Sequence to Sequence Learning for Compositional Generalization ACL 2022 Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking NAACL 2022 Equivariant Transduction through Invariant Alignment COLING 2022 Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing EMNLP 2022 Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems EMNLP 2022 Hey AI, Can You Solve Complex Tasks by Talking to Agents? ACL 2022 Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection AAAI 2022 Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022 Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022 Improving Compositional Generalization with Self-Training for Data-to-Text Generation ACL 2022 Making Transformers Solve Compositional Tasks ACL 2022 Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment NAACL 2022 Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality EMNLP 2022 On the Compositional Generalization Gap of In-Context Learning EMNLP 2022 Revisiting the Compositional Generalization Abilities of Neural Sequence Models ACL 2022 Structural generalization is hard for sequence-to-sequence models EMNLP 2022 Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation EMNLP 2022 SUBS: Subtree Substitution for Compositional Semantic Parsing NAACL 2022 Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment COLING 2022 The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study ACL 2022 Toward Compositional Generalization in Object-Oriented World Modeling ICML 2022 Towards Compositional Generalization in Code Search EMNLP 2022 Unobserved Local Structures Make Compositional Generalization Hard EMNLP 2022