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06/01/2023
Differentiable Tree Operations Promote Compositional Generalization
In the context of structure-to-structure transformation tasks, learning ...
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08/11/2022
Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages
Machine translation has seen rapid progress with the advent of Transform...
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06/02/2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization
Abstractive summarization, the task of generating a concise summary of i...
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10/21/2019
Discovering the Compositional Structure of Vector Representations with Role Learning Networks
Neural networks (NNs) are able to perform tasks that rely on composition...
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05/19/2018
