Towards Natural Language Interfaces for Data Visualization: A Survey

Towards Natural Language Interfaces for Data Visualization: A Survey

8 September 2021

Xiongshuai Zhang

Papers citing "Towards Natural Language Interfaces for Data Visualization: A Survey"

19 / 19 papers shown

Title
InterChat: Enhancing Generative Visual Analytics using Multimodal Interactions Juntong Chen Jiang Wu Jiajing Guo V. Mohanty Xueming Li Jorge Henrique Piazentin Ono Wenbin He Liu Ren Dongyu Liu MLLM 67 2 0 06 Mar 2025
PyGWalker: On-the-fly Assistant for Exploratory Visual Data Analysis Yue Yu Leixian Shen Fei Long Huamin Qu Hao Chen 24 4 0 17 Jun 2024
Conversational AI Threads for Visualizing Multidimensional Datasets Matt-Heun Hong Anamaria Crisan 14 8 0 09 Nov 2023
Chat2VIS: Fine-Tuning Data Visualisations using Multilingual Natural Language Text and Pre-Trained Large Language Models Paula Maddigan Teo Susnjak 39 10 0 24 Mar 2023
Towards Natural Language-Based Visualization Authoring Yun Wang Zhitao Hou Leixian Shen Tongshuang Wu Jiaqi Wang He Huang Haidong Zhang Dongmei Zhang 30 61 0 23 Aug 2022
A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference Shuang Li Xuming Hu Li Lin Aiwei Liu Lijie Wen Philip S. Yu 25 18 0 31 May 2022
Visual Data Analysis with Task-based Recommendations Leixian Shen Enya Shen Zhiwei Tai Yi Xu Jianmin Wang 20 16 0 06 May 2022
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
MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation Aoyu Wu Yun Wang Mengyu Zhou Xinyi He Haidong Zhang Huamin Qu Dongmei Zhang 50 52 0 16 Jul 2021
Deconstructing Categorization in Visualization Recommendation: A Taxonomy and Comparative Study D. Lee V. Setlur Melanie Tory Karrie Karahalios Aditya G. Parameswaran 21 19 0 14 Feb 2021
InfoColorizer: Interactive Recommendation of Color Palettes for Infographics Linping Yuan Ziqi Zhou Jian Zhao Yiqiu Guo F. Du Huamin Qu 43 46 0 03 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 238 284 0 02 Feb 2021
Falx: Synthesis-Powered Visualization Authoring Chenglong Wang Yu Feng Rastislav Bodík Işıl Dillig Alvin Cheung Amy J. Ko 84 47 0 01 Feb 2021
Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison Aoyu Wu Liwenhan Xie Bongshin Lee Yun Wang Weiwei Cui Huamin Qu 30 33 0 11 Jan 2021
Table2Charts: Recommending Charts by Learning Shared Table Representations Mengyu Zhou Qingtao Li Xinyi He Yuejiang Li Yibo Liu Wei Ji Shi Han Yining Chen Daxin Jiang Dongmei Zhang LMTD 52 34 0 24 Aug 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 190 1,638 0 16 Mar 2020
Multi-task Learning for Speaker Verification and Voice Trigger Detection Siddharth Sigtia Erik Marchi S. Kajarekar Devang Naik J. Bridle 28 29 0 26 Jan 2020
Reference-Aware Language Models Zichao Yang Phil Blunsom Chris Dyer Wang Ling 210 80 0 05 Nov 2016
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013