Addressing Resource and Privacy Constraints in Semantic Parsing Through
Data Augmentation

Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation

18 May 2022

Olivia Deng

Charles C. Chen

Benjamin Van Durme

Papers citing "Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation"

9 / 9 papers shown

Title
Generating Data for Symbolic Language with Large Language Models Jiacheng Ye Chengzu Li Lingpeng Kong Tao Yu 20 7 0 23 May 2023
Controllable Data Augmentation for Context-Dependent Text-to-SQL Dingzirui Wang Longxu Dou Wanxiang Che 15 0 0 27 Apr 2023
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Qi Liu Zihuiwen Ye Tao Yu Phil Blunsom Linfeng Song 31 10 0 21 Oct 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing Andrew Rosenbaum Saleh Soltan Wael Hamza Amir Saffari Macro Damonte Isabel Groves 6 31 0 13 Oct 2022
BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework Heng Yang Ke Li 29 4 0 06 Oct 2022
The Power of Prompt Tuning for Low-Resource Semantic Parsing Nathan Schucher Siva Reddy H. D. Vries VLM 94 36 0 16 Oct 2021
On The Ingredients of an Effective Zero-shot Semantic Parser Pengcheng Yin John Wieting Avirup Sil Graham Neubig 37 13 0 15 Oct 2021
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 287 196 0 18 Apr 2021
Task-Oriented Dialogue as Dataflow Synthesis Semantic Machines Jacob Andreas J. Bufe David Burkett Charles C. Chen ... Izabela Witoszko Jason Wolfe A. Wray Yuchen Zhang Alexander Zotov AIFin 180 151 0 24 Sep 2020