Evaluating the Semantic Profiling Abilities of LLMs for Natural Language
Utterances in Data Visualization

Evaluating the Semantic Profiling Abilities of LLMs for Natural Language Utterances in Data Visualization

8 July 2024

Arshnoor Bhutani

Kwesi A. Cobbina

Papers citing "Evaluating the Semantic Profiling Abilities of LLMs for Natural Language Utterances in Data Visualization"

4 / 4 papers shown

Title
ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language Yuan Tian Weiwei Cui Dazhen Deng Xinjing Yi Yurun Yang Haidong Zhang Yingcai Wu 38 24 0 03 Nov 2023
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 315 8,261 0 28 Jan 2022
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations Arjun Srinivasan Nikhila Nyapathy Bongshin Lee Steven Drucker J. Stasko 46 69 0 01 Oct 2021
Falx: Synthesis-Powered Visualization Authoring Chenglong Wang Yu Feng Rastislav Bodík Işıl Dillig Alvin Cheung Amy J. Ko 84 47 0 01 Feb 2021