Chit-Chat or Deep Talk: Prompt Engineering for Process Mining

19 July 2023

Papers citing "Chit-Chat or Deep Talk: Prompt Engineering for Process Mining"

12 / 12 papers shown

Title
Conversational Process Model Redesign Nataliia Klievtsova T. Kampik Juergen Mangler S. Rinderle-Ma 37 0 0 08 May 2025
On the Potential of Large Language Models to Solve Semantics-Aware Process Mining Tasks Adrian Rebmann Fabian David Schmidt Goran Glavaš Han van der Aa LRM 31 0 0 29 Apr 2025
Automated Business Process Analysis: An LLM-Based Approach to Value Assessment William De Michele Abel Armas Cervantes Lea Frermann 28 0 0 09 Apr 2025
LLM-based event abstraction and integration for IoT-sourced logs Mohsen Shirali M. Sani Zahra Ahmadi Estefanía Serral 17 0 0 05 Sep 2024
Re-Thinking Process Mining in the AI-Based Agents Era Alessandro Berti Mayssa Maatallah U. Jessen Michal Sroka S. Ghannouchi LLMAG 23 3 0 14 Aug 2024
PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks Alessandro Berti Humam Kourani Wil M.P. van der Aalst 19 6 0 18 Jul 2024
Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining Tasks Adrian Rebmann Fabian David Schmidt Goran Glavaš Han van der Aa LRM 22 5 0 02 Jul 2024
Large Language Models for Code Analysis: Do LLMs Really Do Their Job? Chongzhou Fang Ning Miao Shaurya Srivastav Jialin Liu Ruoyu Zhang ... Asmita Asmita Ryan Tsang Najmeh Nazari Han Wang Houman Homayoun 15 37 0 18 Oct 2023
Conversational Process Modeling: Can Generative AI Empower Domain Experts in Creating and Redesigning Process Models? Nataliia Klievtsova Janik-Vasily Benzin T. Kampik Juergen Mangler S. Rinderle-Ma 12 6 0 19 Apr 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
AI-Augmented Business Process Management Systems: A Research Manifesto Marlon Dumas Fabiana Fournier Lior Limonad Andrea Marrella Marco Montali ... Dirk Fahland A. Gal M. Rosa Hagen Volzer Ingo Weber 55 75 0 30 Jan 2022
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Yumao Lu Zicheng Liu Lijuan Wang 169 402 0 10 Sep 2021