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11/22/2022
Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions
Despite the widespread success of Transformers on NLP tasks, recent work...
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10/23/2022
When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks
Humans can reason compositionally whilst grounding language utterances t...
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03/14/2022
Revisiting the Compositional Generalization Abilities of Neural Sequence Models
Compositional generalization is a fundamental trait in humans, allowing ...
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03/12/2021
Are NLP Models really able to Solve Simple Math Word Problems?
The problem of designing NLP solvers for math word problems (MWP) has se...
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06/16/2020