Hierarchical Neural Data Synthesis for Semantic Parsing

4 December 2021

Papers citing "Hierarchical Neural Data Synthesis for Semantic Parsing"

18 / 18 papers shown

Title
REFORMER: A ChatGPT-Driven Data Synthesis Framework Elevating Text-to-SQL Models Shenyang Liu Saleh Almohaimeed Liqiang Wang 95 0 0 06 Apr 2025
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 186 387 0 10 Sep 2021
Turing: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface Peng Xu Wenjie Zi H. Shahidi Ákos Kádár Keyi Tang Wei Yang Jawad Ateeq Harsh Barot Meidan Alon Yanshuai Cao 33 2 0 08 Jun 2021
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations Ruisheng Cao Lu Chen Zhi Chen Yanbin Zhao Su Zhu Kai Yu 39 164 0 02 Jun 2021
Learning to Synthesize Data for Semantic Parsing Bailin Wang Wenpeng Yin Xi Lin Caiming Xiong 38 51 0 12 Apr 2021
GP: Context-free Grammar Pre-training for Text-to-SQL Parsers Liang Zhao Hexin Cao Yunsong Zhao AI4CE 38 11 0 25 Jan 2021
Optimizing Deeper Transformers on Small Datasets Peng Xu Dhruv Kumar Wei Yang Wenjie Zi Keyi Tang Chenyang Huang Jackie C.K. Cheung S. Prince Yanshuai Cao AI4CE 68 69 0 30 Dec 2020
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training Peng Shi Patrick Ng Zhiguo Wang Henghui Zhu Alexander Hanbo Li Jun Wang Cicero Nogueira dos Santos Bing Xiang 51 117 0 18 Dec 2020
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Tao Yu Chien-Sheng Wu Xi Lin Bailin Wang Y. Tan Xinyi Yang Dragomir R. Radev R. Socher Caiming Xiong LMTD 78 253 0 29 Sep 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 73 100 0 16 Sep 2020
Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback Ahmed Elgohary Saghar Hosseini Ahmed Hassan Awadallah 64 67 0 05 May 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson 75 588 0 10 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 367 20,053 0 23 Oct 2019
Tagged Back-Translation Isaac Caswell Ciprian Chelba David Grangier 97 218 0 15 Jun 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 61 234 0 21 Apr 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 101 1,949 0 31 Jan 2019
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Tao Yu Rui Zhang Kai-Chou Yang Michihiro Yasunaga Dongxu Wang ... Irene Li Qingning Yao Shanelle Roman Zilin Zhang Dragomir R. Radev RALM 83 1,222 0 24 Sep 2018
Data Recombination for Neural Semantic Parsing Robin Jia Percy Liang 78 466 0 11 Jun 2016