Search Results for author: Olivia Deng

Found 3 papers, 1 papers with code

Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation

no code implementations Findings (ACL) 2022 Kevin Yang, Olivia Deng, Charles Chen, Richard Shin, Subhro Roy, Benjamin Van Durme

We introduce a novel setup for low-resource task-oriented semantic parsing which incorporates several constraints that may arise in real-world scenarios: (1) lack of similar datasets/models from a related domain, (2) inability to sample useful logical forms directly from a grammar, and (3) privacy requirements for unlabeled natural utterances.

Data Augmentation Semantic Parsing

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