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A Decomposed Hybrid Approach to Business Process Modeling with LLMs
13 references·0 citing·44 second hop
A Decomposed Hybrid Approach to Business Process Modeling with LLMs (2025)A Decomposed Hybrid Approach to Business …Process Modeling with Large Language Models (2024)Process Modeling with Large L…Large Language Models Can Accomplish Business Process Management Tasks (2024)Large Language Models Can Acc…Conversational Process Modelling: State of the Art, Applications, and Implications in Practice (2023)Conversational Process Modell…An Approach for Process Model Extraction by Multi-grained Text Classification (2020)An Approach for Process Model…A-BPS: Automatic Business Process Discovery Service using Ordered Neurons LSTM (2020)A-BPS: Automatic Business Pro…Extracting Declarative Process Models from Natural Language (2019)Extracting Declarative Proces…Automated discovery of structured process models from event logs: The discover-and-structure approach (2018)Automated discovery of struct…Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Automated Discovery of Proces…A Concept for Generating Business Process Models from Natural Language Description (2018)A Concept for Generating Busi…Process Mining (2016)Process MiningBusiness process modelling challenges and solutions: a literature review (2014)Business process modelling ch…Process Model Generation from Natural Language Text (2011)Process Model Generation from…A Study Into the Factors That Influence the Understandability of Business Process Models (2010)A Study Into the Factors That…Process innovation: reengineering work through information technology (1993)Reengineering the corporation: A manifesto for business revolution (1993)Strategic alignment: Leveraging information technology for transforming organizations (1999)Survey of business process management: challenges and solutions (2016)Mastering digital transformation through business process management: Investigating alignments, goals, orchestration, and roles (2020)Dependency Syntax: Theory and Practice (1987)ARIS — Business Process Modeling (1999)Similarity of business process models: Metrics and evaluation (2010)From Representation to Mediation: A New Agenda for Conceptual Modeling Research in a Digital World (2021)THE MIND'S EYE IN CHESS (1973)EXPERT AND EXCEPTIONAL PERFORMANCE: Evidence of Maximal Adaptation to Task Constraints (1996)Research Methods in Education (2007)Making sense of business process descriptions: An experimental comparison of graphical and textual notations (2011)Factors of process model comprehension—Findings from a series of experiments (2012)Comprehension of Procedural Visual Business Process Models (2017)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Split miner: automated discovery of accurate and simple business process models from event logs (2018)A systematic literature review on state-of-the-art deep learning methods for process prediction (2021)Process mining for healthcare: Characteristics and challenges (2022)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach (2020)The Dynamics of Drift in Digitized Processes (2020)The connection between process complexity of event sequences and models discovered by process mining (2022)A Declarative Approach for Flexible Business Processes Management (2006)Declarative workflows: Balancing between flexibility and support (2009)Fundamentals of Business Process Management (2018)Extracting Annotations from Textual Descriptions of Processes (2020)Process bottlenecks identification and its root cause analysis using fusion-based clustering and knowledge graph (2023)Large Process Models: A Vision for Business Process Management in the Age of Generative AI (2024)Refactoring large process model repositories (2011)Fundamentals of Business Process Management (2013)Efficient LLM-Based Conversational Process Modeling (2025)Evaluating large language models on business process modeling: framework, benchmark, and self-improvement analysis (2025)Conformance checking based on multi-perspective declarative process models (2016)Large Language Models for Business Process Management: Opportunities and Challenges (2023)Conversing with business process-aware large language models: the BPLLM framework (2024)PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks (2025)Process Mining (2011)Business Process Model and Notation—BPMN (2014)Digital Twins of Business Processes: A Research Manifesto (2024)Outcome-Oriented Predictive Process Monitoring (2019)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)
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References

  • 2016Process Mining2,166 cited
  • 2018Automated Discovery of Process Models from Event Logs: Review and Benchmark440 cited
  • 2010A Study Into the Factors That Influence the Understandability of Business Process Models276 cited
  • 2011Process Model Generation from Natural Language Text258 cited
  • 2024Process Modeling with Large Language Models125 cited
  • 2024Large Language Models Can Accomplish Business Process Management Tasks118 cited
  • 2019Extracting Declarative Process Models from Natural Language81 cited
  • 2014Business process modelling challenges and solutions: a literature review81 cited
  • 2023Conversational Process Modelling: State of the Art, Applications, and Implications in Practice68 cited
  • 2018Automated discovery of structured process models from event logs: The discover-and-structure approach59 cited
  • 2020An Approach for Process Model Extraction by Multi-grained Text Classification49 cited
  • 2018A Concept for Generating Business Process Models from Natural Language Description45 cited
  • 2020A-BPS: Automatic Business Process Discovery Service using Ordered Neurons LSTM28 cited

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