compositional generalization

Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model ICML 2024 Towards Equipping Transformer with the Ability of Systematic Compositionality AAAI 2024 Towards Reliable Learning in the Wild: Generalization and Adaptation AAAI 2024 Towards Understanding the Relationship between In-context Learning and Compositional Generalization COLING 2024 What Makes Models Compositional? A Theoretical View IJCAI 2024 Characterizing intrinsic compositionality in transformers with Tree Projections ICLR 2023 Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task NeurIPS 2023 Compositional Generalisation with Structured Reordering and Fertility Layers EACL 2023 Compositional Generalization for Data-to-Text Generation EMNLP 2023 Compositional Generalization from First Principles NeurIPS 2023 Compositional Generalization in Spoken Language Understanding Interspeech 2023 Compositional Generalization without Trees using Multiset Tagging and Latent Permutations ACL 2023 Compositionality with Variation Reliably Emerges in Neural Networks ICLR 2023 Compositional Semantic Parsing with Large Language Models ICLR 2023 Compositional Task Representations for Large Language Models ICLR 2023 Consistency Regularization Training for Compositional Generalization ACL 2023 Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment ACL 2023 Data Factors for Better Compositional Generalization EMNLP 2023 Differentiable Tree Operations Promote Compositional Generalization ICML 2023 DiNeR: A Large Realistic Dataset for Evaluating Compositional Generalization EMNLP 2023 Diverse Demonstrations Improve In-context Compositional Generalization ACL 2023 Does Continual Learning Meet Compositionality? New Benchmarks and An Evaluation Framework NeurIPS 2023 Does Visual Pretraining Help End-to-End Reasoning? NeurIPS 2023 Energy-based Models are Zero-Shot Planners for Compositional Scene Rearrangement RSS 2023 Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models AAAI 2023