Rishab Mitra

@rishab_mitra

Katılım Ekim 2022

24 Takip Edilen16 Takipçiler

Rishab Mitra retweetledi

Arpit Narechania@arpitnarechania·15 Eki

At the @nlvizworkshop today, @rishab_mitra presented "NL4DV", our #LLM-powered #NLP toolkit for authoring #dataviz. - Install it via: "pip install nl4dv" - Website: nl4dv.github.io #ieeevis #ieeevis2024 Read more below👇

Arpit Narechania@arpitnarechania

🥁v3.0.0 of NL4DV (nl4dv.github.io) is out! 📊Now create data visualizations from natural language using our new ‘GPT’ mode, powered by @OpenAI #LLMs. 🚀To be presented at @nlvizworkshop @ieeevis 2024. Check it out👇! #dataviz #NLProc

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Rishab Mitra retweetledi

GT Visualization@GT_Vis·14 Eki

Hello, #ieeevis! We're excited to share our work from @GeorgiaTech at this year's @ieeevis conference. Check out our papers, posters, and more at #VIS2024

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Rishab Mitra@rishab_mitra·16 Eyl

This is joint work with @arpitnarechania, @EndertAlex, @johntstasko from @GT_Vis and @SubhamS_27_07, @WenwenDou from @CLTDataScience. 🔗Project Website: nl4dv.github.io 💻Code: github.com/nl4dv/nl4dv 📄Paper: arxiv.org/abs/2408.13391

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Rishab Mitra@rishab_mitra·16 Eyl

In this ‘GPT’ mode, NL4DV continues to generate an analytic specification comprising data attributes, analytic tasks, and a relevant visualization as a @vega_vis specification. Additionally, this mode also supports conversational interaction.

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Rishab Mitra@rishab_mitra·16 Eyl

Naturally, we had to hop on the bandwagon as well! Thrilled to release a new v3.0.0 of NL4DV (nl4dv.github.io)! NL4DV now supports a ‘GPT’ mode, powered by @OpenAI #LLMs, with an ~23% increase in accuracy over previous versions. @nlvizworkshop @ieeevis 2024

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Rishab Mitra@rishab_mitra·19 Eki

If anyone is interested in viewing the research I did as an undergraduate, you can find it down below!

Arpit Narechania@arpitnarechania

Thrilled to release a new v2.0.0 of NL4DV (nl4dv.github.io)! With new "Conversational Interaction" capabilities, you can now have multiple natural language (NL) to VIS (@vega_vis) conversations and also resolve ambiguities, all through a single line of Python code. (1/6)

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Rishab Mitra@rishab_mitra·17 Eki

Excited for our work to be presented on Wednesday!

GVU Center@gvucenter

Congrats to @georgiatech authors in the main #ieeevis program. Look for these faces at the conference or online this week!

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Keşfet

@nlvizworkshop @GeorgiaTech @ieeevis @arpitnarechania @EndertAlex @johntstasko @GT_Vis @SubhamS_27_07