Large Language Models to the Rescue: Reducing the Complexity in
Scientific Workflow Development Using ChatGPT

Large Language Models to the Rescue: Reducing the Complexity in Scientific Workflow Development Using ChatGPT

3 November 2023

Ninon De Mecquenem

Katarzyna Ewa Lewiñska

Vasilis Bountris

Papers citing "Large Language Models to the Rescue: Reducing the Complexity in Scientific Workflow Development Using ChatGPT"

9 / 9 papers shown

Title
Generative AI Uses and Risks for Knowledge Workers in a Science Organization Kelly B. Wagman Matthew T. Dearing Marshini Chetty AI4CE 31 0 0 27 Jan 2025
ChatGPT as your Personal Data Scientist Md. Mahadi Hassan Alex Knipper Shubhra (Santu) Karmaker LM&MA LLMAG AI4CE 35 9 0 23 May 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 150 386 0 15 Mar 2023
Enabling Conversational Interaction with Mobile UI using Large Language Models Bryan Wang Gang Li Yang Li 171 132 0 18 Sep 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese S. Hoi SyDa ALM 121 232 0 05 Jul 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 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 315 8,261 0 28 Jan 2022
PopBlends: Strategies for Conceptual Blending with Large Language Models Sitong Wang S. Petridis Taeahn Kwon Xiaojuan Ma Lydia B. Chilton DiffM HAI 49 51 0 09 Nov 2021
A Community Roadmap for Scientific Workflows Research and Development Rafael Ferreira da Silva Henri Casanova Kyle Chard I. Altintas Rosa M. Badia ... J. L. Peterson L. Ramakrishnan S. Soiland-Reyes D. Thain Matthew Wolf 39 34 0 05 Oct 2021