Large Language Models can accomplish Business Process Management Tasks

Large Language Models can accomplish Business Process Management Tasks

19 July 2023

Nourhan Elsayed

Jana-Rebecca Rehse

Papers citing "Large Language Models can accomplish Business Process Management Tasks"

16 / 16 papers shown

Title
Automated Business Process Analysis: An LLM-Based Approach to Value Assessment William De Michele Abel Armas Cervantes Lea Frermann 30 0 0 09 Apr 2025
Large Process Models: A Vision for Business Process Management in the Age of Generative AI T. Kampik C. Warmuth Adrian Rebmann Ron Agam Lukas N. P. Egger ... Han van der Aa Artem Polyvyanyy S. Rinderle-Ma Ingo Weber Matthias Weidlich 89 11 0 20 Jan 2025
Evaluating the Instruction-following Abilities of Language Models using Knowledge Tasks Rudra Murthy Prince Kumar Praveen Venkateswaran Danish Contractor KELM ALM ELM 31 1 0 16 Oct 2024
Skill Learning Using Process Mining for Large Language Model Plan Generation Andrei Cosmin Redis M. Sani Bahram Zarrin Andrea Burattin 24 0 0 14 Oct 2024
Towards a Benchmark for Large Language Models for Business Process Management Tasks Kiran Busch Henrik Leopold 43 1 0 04 Oct 2024
NLP4PBM: A Systematic Review on Process Extraction using Natural Language Processing with Rule-based, Machine and Deep Learning Methods William Van Woensel Soroor Motie 16 0 0 10 Sep 2024
Bridging Domain Knowledge and Process Discovery Using Large Language Models Ali Norouzifar Humam Kourani Marcus Dees Wil M.P. van der Aalst 15 3 0 30 Aug 2024
PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks Alessandro Berti Humam Kourani Wil M.P. van der Aalst 34 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
LLM4PM: A case study on using Large Language Models for Process Modeling in Enterprise Organizations Clara Ziche Giovanni Apruzzese 22 2 0 01 Jul 2024
Do Multimodal Foundation Models Understand Enterprise Workflows? A Benchmark for Business Process Management Tasks Michael Wornow A. Narayan Ben T Viggiano Ishan S. Khare Tathagat Verma ... Joshua Martinez Vardhan Agrawal Althea Hudson N. Shah Christopher Ré 35 4 0 19 Jun 2024
Towards a Benchmark for Causal Business Process Reasoning with LLMs Fabiana Fournier Lior Limonad Inna Skarbovsky 40 2 0 08 Jun 2024
Automating the Enterprise with Foundation Models Michael Wornow A. Narayan Krista Opsahl-Ong Quinn McIntyre Nigam H. Shah Christopher Ré AI4CE 36 9 0 03 May 2024
GreedLlama: Performance of Financial Value-Aligned Large Language Models in Moral Reasoning Jeffy Yu Maximilian Huber Kevin Tang 21 2 0 03 Apr 2024
ProMoAI: Process Modeling with Generative AI Humam Kourani Alessandro Berti Daniel Schuster Wil M.P. van der Aalst LLMAG 40 7 0 07 Mar 2024
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 17 6 0 19 Apr 2023