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Compositional Generalization Across Distributional Shifts with Sparse
  Tree Operations

Compositional Generalization Across Distributional Shifts with Sparse Tree Operations

18 December 2024
Paul Soulos
Henry Conklin
Mattia Opper
P. Smolensky
Jianfeng Gao
Roland Fernandez
ArXivPDFHTML

Papers citing "Compositional Generalization Across Distributional Shifts with Sparse Tree Operations"

3 / 3 papers shown
Title
A Theoretical Analysis of Compositional Generalization in Neural Networks: A Necessary and Sufficient Condition
A Theoretical Analysis of Compositional Generalization in Neural Networks: A Necessary and Sufficient Condition
Yuanpeng Li
CoGe
66
0
0
05 May 2025
TRA: Better Length Generalisation with Threshold Relative Attention
TRA: Better Length Generalisation with Threshold Relative Attention
Mattia Opper
Roland Fernandez
P. Smolensky
Jianfeng Gao
39
0
0
29 Mar 2025
Banyan: Improved Representation Learning with Explicit Structure
Banyan: Improved Representation Learning with Explicit Structure
Mattia Opper
N. Siddharth
31
1
0
25 Jul 2024
1