conftrace_

compositional generalization

233 papers

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Also known as

COMP-GEN CG

Co-occurring keywords · papers mentioning both

semantic parsing (50) neural network (22) large language model (17) representation learning (17) few-shot learning (15) sequence-to-sequence model (13) in-context learning (13) visual question answering (13) transfer learning (13) out-of-distribution generalization (12)

Papers

How Compositional Generalization and Creativity Improve as Diffusion Models are Trained ICML 2025 Interaction Asymmetry: A General Principle for Learning Composable Abstractions ICLR 2025 MC2: A Minimum-Coverage and Dataset-Agnostic Framework for Compositional Generalization of LLMs on Semantic Parsing EMNLP 2025 ModeLing: A Novel Dataset for Testing Linguistic Reasoning in Language Models NAACL 2025 Multi-Sourced Compositional Generalization in Visual Question Answering IJCAI 2025 NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization AAAI 2025 Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ACL 2025 Swing-by Dynamics in Concept Learning and Compositional Generalization ICLR 2025 These Aren’t the Vectors You’re Looking For: A Proof of Quantum Advantage in Compositional Generalization AACL 2025 Watch Less, Do More: Implicit Skill Discovery for Video-Conditioned Policy ICLR 2025 When and How Does CLIP Enable Domain and Compositional Generalization? ICML 2025 When does compositional structure yield compositional generalization? A kernel theory. ICLR 2025 Align and Augment: Generative Data Augmentation for Compositional Generalization EACL 2024 Attribute Diversity Determines the Systematicity Gap in VQA EMNLP 2024 Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation ACL 2024 Can Models Learn Skill Composition from Examples? NeurIPS 2024 Can You Even Tell Left From Right? Presenting a New Challenge for VQA WACV 2024 ComCLIP: Training-Free Compositional Image and Text Matching NAACL 2024 Compositional Generalization Across Distributional Shifts with Sparse Tree Operations NeurIPS 2024 Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach AAAI 2024 Compositional Generalization with Grounded Language Models ACL 2024 Compositional Structured Explanation Generation with Dynamic Modularized Reasoning NAACL 2024 Compositional Video Understanding with Spatiotemporal Structure-based Transformers CVPR 2024 Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models ECCV 2024 Discovering modular solutions that generalize compositionally ICLR 2024