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09/29/2022
Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing
A common recent approach to semantic parsing augments sequence-to-sequen...
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05/24/2022
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing
Despite their strong performance on many tasks, pre-trained language mod...
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12/14/2021
Improving Compositional Generalization with Latent Structure and Data Augmentation
Generic unstructured neural networks have been shown to struggle on out-...
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09/29/2021
Visually Grounded Concept Composition
We investigate ways to compose complex concepts in texts from primitive ...
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09/25/2021
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?
We analyze the grounded SCAN (gSCAN) benchmark, which was recently propo...
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06/11/2020
