Natural Language Interfaces for Tabular Data Querying and Visualization:
A Survey

Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey

27 October 2023

Victor Junqiu Wei

Jonathan H. Chan

Raymond Chi-Wing Wong

Papers citing "Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey"

13 / 13 papers shown

Title
Towards Optimizing SQL Generation via LLM Routing Mohammadhossein Malekpour Nour Shaheen Foutse Khomh Amine Mhedhbi AI4TS 31 2 0 06 Nov 2024
Mind Your Questions! Towards Backdoor Attacks on Text-to-Visualization Models Shuaimin Li Yuanfeng Song Xuanang Chen Anni Peng Zhuoyue Wan Chen Jason Zhang Raymond Chi-Wing Wong SILM 24 0 0 09 Oct 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 69 49 0 12 Jun 2024
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Aiwei Liu Xuming Hu Lijie Wen Philip S. Yu LMTD AI4MH 76 143 0 12 Mar 2023
Bidirectional Language Models Are Also Few-shot Learners Ajay Patel Bryan Li Mohammad Sadegh Rasooli Noah Constant Colin Raffel Chris Callison-Burch LRM 62 45 0 29 Sep 2022
NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries Yiru Chen Ryan Li Austin Mac Tianbao Xie Tao Yu Eugene Wu 31 13 0 19 Sep 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer M. A. José Fabio Gagliardi Cozman LMTD 11 11 0 07 Oct 2021
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations Arjun Srinivasan Nikhila Nyapathy Bongshin Lee Steven Drucker J. Stasko 48 69 0 01 Oct 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 72 76 0 11 Sep 2021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications Yujian Gan Xinyun Chen Jinxia Xie Matthew Purver J. Woodward J. Drake Qiaofu Zhang 74 90 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 146 373 0 10 Sep 2021
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 126 148 0 23 Oct 2020