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From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks
J Russin, SW McGrath, DJ Williams… - ar** an unknown word (such as a novel
noun Raun) to an inflected form (such as the plural Rauns), has historically proven a …
noun Raun) to an inflected form (such as the plural Rauns), has historically proven a …
Recurrent Transformers Trade-off Parallelism for Length Generalization on Regular Languages
Transformers have achieved remarkable success in Natural Language Processing but
struggle with state tracking and algorithmic reasoning tasks, such as modeling Regular …
struggle with state tracking and algorithmic reasoning tasks, such as modeling Regular …