Machine Learning · Computer Science
Improving Compositional Generalization in Classification Tasks via Structure Annotations
Juyong Kim, Pradeep Ravikumar, Joshua Ainslie, Santiago Ontañón
2021-06-22
Machine Learning · Computer Science
Automatically Composing Representation Transformations as a Means for Generalization
Michael B. Chang, Abhishek Gupta, Sergey Levine, Thomas L. Griffiths
2019-05-09
Machine Learning · Computer Science
Compositional Generalization from First Principles
Thaddäus Wiedemer, Prasanna Mayilvahanan, Matthias Bethge, Wieland Brendel
2023-07-13
Artificial Intelligence · Computer Science
Compositional Generalization by Learning Analytical Expressions
Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen +5
2020-10-27
Computation and Language · Computer Science
Improving Compositional Generalization in Math Word Problem Solving
Yunshi Lan, Lei Wang, Jing Jiang, Ee-Peng Lim
2022-09-07
Computation and Language · Computer Science
Compositional Generalization for Primitive Substitutions
Yuanpeng Li, Liang Zhao, Jianyu Wang, Joel Hestness
2019-10-08
Machine Learning · Computer Science
Improving Compositional Generalization Using Iterated Learning and Simplicial Embeddings
Yi Ren, Samuel Lavoie, Mikhail Galkin, Danica J. Sutherland +1
2023-10-31
Machine Learning · Computer Science
Compositional Generalization in Image Captioning
Mitja Nikolaus, Mostafa Abdou, Matthew Lamm, Rahul Aralikatte +1
2019-11-12
Machine Learning · Computer Science
Learning by Analogy: A Causal Framework for Composition Generalization
Lingjing Kong, Shaoan Xie, Yang Jiao, Yetian Chen +5
2025-12-12