Beyond Generating Code: Evaluating GPT on a Data Visualization Course

Beyond Generating Code: Evaluating GPT on a Data Visualization Course

5 June 2023

Nils Gehlenborg

Hanspeter Pfister

Papers citing "Beyond Generating Code: Evaluating GPT on a Data Visualization Course"

10 / 10 papers shown

Title
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation Gaurav Sahu Abhay Puri Juan A. Rodriguez Alexandre Drouin Perouz Taslakian ... Christopher Pal Nicolas Chapados I. Laradji Sai Rajeswar Mudumba Issam Hadj Laradji ELM 55 6 0 08 Jul 2024
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 48 786 0 20 Mar 2023
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models Victor C. Dibia VLM 81 81 0 06 Mar 2023
Chat2VIS: Generating Data Visualisations via Natural Language using ChatGPT, Codex and GPT-3 Large Language Models Paula Maddigan Teo Susnjak 43 135 0 04 Feb 2023
Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models David Noever Forrest McKee ELM 81 12 0 31 Jan 2023
Human heuristics for AI-generated language are flawed Maurice Jakesch Jeffrey T. Hancock Mor Naaman DeLMO 22 182 0 15 Jun 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 468 8,895 0 28 Jan 2022
All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text Elizabeth Clark Tal August Sofia Serrano Nikita Haduong Suchin Gururangan Noah A. Smith DeLMO 59 402 0 30 Jun 2021
A Survey on ML4VIS: Applying Machine Learning Advances to Data Visualization Qianwen Wang Zhutian Chen Yong Wang Huamin Qu 33 81 0 01 Dec 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 225 40,957 0 28 May 2020