Rishab Mitra

[Arpit Narechania @arpitnarechania]

At the @nlvizworkshop today, @rishab_mitra presented "NL4DV", our #LLM-powered #NLP toolkit for authoring #dataviz.

- Install it via: "pip install nl4dv"
- Website: https://t.co/wbFhsqFPPw

#ieeevis #ieeevis2024 Read more below👇

[GT Visualization @GT_Vis]

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

[Rishab Mitra @rishab_mitra]

This is joint work with @arpitnarechania, @EndertAlex, @johntstasko from @GT_Vis and @SubhamS_27_07, @WenwenDou from @CLTDataScience.

🔗Project Website: https://t.co/IctxioU5Xt

💻Code: https://t.co/fDw0i2IgcL

📄Paper: https://t.co/sP7hpFlAbM

[Rishab Mitra @rishab_mitra]

Naturally, we had to hop on the bandwagon as well! Thrilled to release a new v3.0.0 of NL4DV (https://t.co/IctxioU5Xt)! NL4DV now supports a ‘GPT’ mode, powered by @OpenAI #LLMs, with an ~23% increase in accuracy over previous versions.

@nlvizworkshop @ieeevis 2024

[Rishab Mitra @rishab_mitra]

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.

[Rishab Mitra @rishab_mitra]

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 (https://t.co/SfjKCVP0wS)! 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)

[Rishab Mitra @rishab_mitra]

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!