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The automatic generation of visualizations is an old task that, through the years, has shown more and more interest from the research and practitioner communities.
A principled way of assessing visualization literacy
Boy J., Rensink R. A., Bertini E., Fekete J.-D · 1972
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The osi reference model
Day J. D., Zimmermann H · 1983
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Information visualization , vol. 1
Spence R · 2001
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Automatic evaluation of machine translation quality using n-gram co-occurrence statistics
Doddington G · 2002
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Toward measuring visualization insight
North C · 2006
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Matplotlib: A 2d graphics environment
Hunter J. D · 2007
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Understanding and simplifying the structural similarity metric
Rouse D. M., Hemami S. S · 2008
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A nested model for visualization design and validation
Munzner T · 2009
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A comparison of benchmark task and insight evaluation methods for information visualization
North C., Saraiya P., Duca K · 2011
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Datatone: Managing ambiguity in natural language interfaces for data visualization
Gao T., Dontcheva M., Adar E., Liu Z., Karahalios K. G · 2015
Earlier work this paper cites.
Vlat: Development of a visualization literacy assessment test
Lee S., Kim S.-H., Kwon B. C · 2016
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Eviza: A natural language interface for visual analysis
Setlur V., Battersby S. E., Tory M., Gossweiler R., Chang A. X · 2016
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Visualization-aware color design
Szafir D. A., Gleicher M · 2016
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Image similarity using deep cnn and curriculum learning
Appalaraju S., Chaoji V · 2017
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Modeling color difference for visualization design
Szafir D. A · 2017
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Sqlnet: Generating structured queries from natural language without reinforcement learning
Xu X., Liu C., Song D · 2017
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Think you have solved question answering? try arc, the ai2 reasoning challenge
Clark P., Cowhey I., Etzioni O., Khot T., Sabharwal A., Schoenick C., Tafjord O · 2018
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Somewhere over the rainbow: An empirical assessment of quantitative colormaps
Liu Y., Heer J · 2018
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Supporting exploratory code search with differencing and visualization
Liu W., Peng X., Xing Z., Li J., Xie B., Zhao W · 2018
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Glue: A multi-task benchmark and analysis platform for natural language understanding
Wang A., Singh A., Michael J., Hill F., Levy O., Bowman S. R · 2018
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Zero-shot learning—a comprehensive evaluation of the good, the bad and the ugly
Xian Y., Lampert C. H., Schiele B., Akata Z · 2018
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E-lpips: robust perceptual image similarity via random transformation ensembles
Kettunen M., Härkönen E., Lehtinen J · 2019
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Information visualization: perception for design
Ware C · 2019
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Hellaswag: Can a machine really finish your sentence?
Zellers R., Holtzman A., Bisk Y., Farhadi A., Choi Y · 2019
Cited alongside, same era.
Quda: Natural language queries for visual data analytics
Fu S., Xiong K., Ge X., Tang S., Chen W., Wu Y · 2020
Cited alongside, same era.
Pycode similar, 2020
Fyrestone · 2020
Cited alongside, same era.
Playwright, 2020
Microsoft · 2020
Cited alongside, same era.
Nl4dv: A toolkit for generating analytic specifications for data visualization from natural language queries
Narechania A., Srinivasan A., Stasko J · 2020
Cited alongside, same era.
Generalizing from a few examples: A survey on few-shot learning
Openai chatgpt as a logical interpreter of code
Firdous F., Bashir S., Rufai S. Z., Kumar S · 2023
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Gptscore: Evaluate as you desire
Fu J., Ng S.-K., Jiang Z., Liu P · 2023
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Conversational ai threads for visualizing multidimensional datasets
Hong M.-H., Crisan A · 2023
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Visgrader: Automatic grading of d3 visualizations
Hull M., Pednekar V., Murray H., Roy N., Tung E., Routray S., Guerin C., Chen J., Wang Z. J., Lee S., et al · 2023
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How good is chatgpt in giving advice on your visualization design?
Kim N. W., Myers G., Bach B · 2023
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alphaXiv searches the wider corpus for related work and actual follow-ups.
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Wang Y., Yao Q., Kwok J. T., Ni L. M · 2020
Cited alongside, same era.
Evaluating large language models trained on code
Chen M., Tworek J., Jun H., Yuan Q., Pinto H. P. d. O., Kaplan J., Edwards H., Burda Y., Joseph N., Brockman G., et al · 2021
Cited alongside, same era.
A survey of binary code similarity
Haq I. U., Caballero J · 2021
Cited alongside, same era.
Text-to-sql in the wild: a naturally-occurring dataset based on stack exchange data
Hazoom M., Malik V., Bogin B · 2021
Cited alongside, same era.
Data@ hand: Fostering visual exploration of personal data on smartphones leveraging speech and touch interaction
Kim Y.-H., Lee B., Srinivasan A., Choe E. K · 2021
Cited alongside, same era.
nvbench: A large-scale synthesized dataset for cross-domain natural language to visualization task
Luo Y., Tang J., Li G · 2021
Cited alongside, same era.
Natural language to visualization by neural machine translation
Luo Y., Tang N., Li G., Tang J., Chai C., Qin X · 2021
Cited alongside, same era.
A survey on deep learning approaches for text-to-sql
Katsogiannis-Meimarakis G., Koutrika G · 2023
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Deepinfra, 2023
Ltd D. P · 2023
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Chat2vis: Generating data visualisations via natural language using chatgpt, codex and gpt-3 large language models
Maddigan P., Susnjak T · 2023
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Gpt-4 technical report
OpenAI R · 2023
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Machine learning for visualization recommendation systems: Open challenges and future directions
Podo L., Prenkaj B., Velardi P · 2023
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A grammar of hypotheses for visualization, data, and analysis, 2023
Suh A., Mosca A., Wu E., Chang R · 2023
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BOLT: A Natural Language Interface for Dashboard Authoring
Srinivasan A., Setlur V · 2023
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Principle-driven self-alignment of language models from scratch with minimal human supervision
Sun Z., Shen Y., Zhou Q., Zhang H., Chen Z., Cox D., Yang Y., Gan C · 2023
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Chartgpt: Leveraging llms to generate charts from abstract natural language
Tian Y., Cui W., Deng D., Yi X., Yang Y., Zhang H., Wu Y · 2023
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Alpaca: A strong, replicable instruction-following model
Taori R., Gulrajani I., Zhang T., Dubois Y., Li X., Guestrin C., Liang P., Hashimoto T. B · 2023
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Llama 2: Open foundation and fine-tuned chat models
Touvron H., Martin L., Stone K., Albert P., Almahairi A., Babaei Y., Bashlykov N., Batra S., Bhargava P., Bhosale S., et al · 2023
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Mapping with chatgpt
Tao R., Xu J · 2023
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A prompt pattern catalog to enhance prompt engineering with chatgpt
White J., Fu Q., Hays S., Sandborn M., Olea C., Gilbert H., Elnashar A., Spencer-Smith J., Schmidt D. C · 2023
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Bloomberggpt: A large language model for finance
Wu S., Irsoy O., Lu S., Dabravolski V., Dredze M., Gehrmann S., Kambadur P., Rosenberg D., Mann G · 2023
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Agieval: A human-centric benchmark for evaluating foundation models
Zhong W., Cui R., Guo Y., Liang Y., Lu S., Wang Y., Saied A., Chen W., Duan N · 2023
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D3.js - data-driven documents, 2009–present
Bostock M., contributors · 2026
Closest in time.
Github copilot, 2021–present
GitHub · 2026
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Codeinterpreter api
Shroominic, contributors · 2026
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