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The explosion of data in recent years is driving individuals to leverage technology to generate insights.
Nltk: The natural language toolkit
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Articulate: A semi-automated model for translating natural language queries into meaningful visualizations
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The stanford corenlp natural language processing toolkit
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Datatone: Managing ambiguity in natural language interfaces for data visualization
T. Gao, M. Dontcheva, E. Adar, Z. Liu, and K. G. Karahalios · 2015
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Eviza: A natural language interface for visual analysis
V. Setlur, S. E. Battersby, M. Tory, R. Gossweiler, and A. X. Chang · 2016
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Attention is all you need
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, L. Kaiser, and I. Polosukhin · 2017
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Bert: Pre-training of deep bidirectional transformers for language understanding
J. Devlin, M.-W. Chang, K. Lee, and K. Toutanova · 2018
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Deepeye: Visualizing your data by keyword search
X. Qin, Y. Luo, N. Tang, and G. Li · 2018
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Flowsense: A natural language interface for visual data exploration within a dataflow system
B. Yu and C. T. Silva · 2019
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Language models are few-shot learners
T. B. Brown, B. Mann, N. Ryder, M. Subbiah, J. Kaplan, P. Dhariwal, A. Neelakantan, A. Holtzman, J. Feng, J. Gao, X. Liu, J. Stokes, L. Zettlemoyer, D. Amodei, and C. Hesse · 2020
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Systems benchmarking: For scientists and engineers
S. Kounev, K-D. Lange, and J. von Kistowski · 2020
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Extracting knowledge from web text with monte carlo tree search
G. Liu, X. Li, J. Wang, M. Sun, and P. Li · 2020
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Nl4dv: A toolkit for generating analytic specifications for data visualization from natural language queries
A. Narechania, A. Srinivasan, and J. Stasko · 2020
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Towards natural language interfaces for data visualization: A survey
L. Shen, E. Shen, Y. Luo, X. Yang, X. Hu, X. Zhang, Z. Tai, and J. Wang · 2021
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Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations
A. Srinivasan, N. Nyapathy, B. Lee, S.M. Drucker, and J. Stasko · 2021
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Challenges in designing natural language interfaces for complex visual models
H. Voigt, M. Meuschke, K. Lawonn, and S. Zarrieß · 2021
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A survey on ml4vis: Applying machinelearning advances to data visualization
Q. Wang, Z. Chen, Y. Wang, and H. Qu · 2021
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Rgvisnet: A hybrid retrieval-generation neural framework towards automatic data visualization generation
Y. Song, X. Zhao, R. C.-W. Wong, and D. Jiang · 2022
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Advisor: Automatic visualization answer for natural-language question on tabular data
C. Liu, Y. Han, R. Jiang, and X. Yuan · 2021
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nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task
Y. Luo, J. Tang, and G. Li · 2021
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Synthesizing natural language to visualization (nl2vis) benchmarks from nl2sql benchmarks
Y. Luo, N. Tang, G. Li, C. Chai, W. Li, and X. Qin · 2021
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Natural language to visualization by neural machine translation
Y. Luo, N. Tang, G. Li, J. Tang, C. Chai, and X. Qin
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Sevi: Speech-to-visualization through neural machine translation
J. Tang, Y. Luo, M. Ouzzani, G. Li, and H. Chen · 2022
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Towards natural language-based visualization authoring
Y. Wang, Z. Hou, L. Shen, T. Wu, J. Wang, H. Huang, H. Zhang, and D. Zhang · 2022
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P. Maddigan, and T. Susnjak · 2023
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