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Extracting Decision Model and Notation models from text using deep learning techniques
11 references·0 citing·45 second hop
Extracting Decision Model and Notation models from text using deep learning techniques (2022)Extracting Decision Model and Notation mo…Legal Knowledge and Information Systems (2024)Legal Knowledge and Informati…Legal Information Retrieval systems: State-of-the-art and open issues (2021)Legal Information Retrieval s…A-BPS: Automatic Business Process Discovery Service using Ordered Neurons LSTM (2020)A-BPS: Automatic Business Pro…Holistic discovery of decision models from process execution data (2019)Holistic discovery of decisio…From SBVR to BPMN and DMN Models. Proposal of Translation from Rules to Process and Decision Models (2016)From SBVR to BPMN and DMN Mod…Discovering Decision Models from Event Logs (2016)Discovering Decision Models f…Deriving Decision Models from Process Models by Enhanced Decision Mining (2016)Deriving Decision Models from…Process Model Generation from Natural Language Text (2011)Process Model Generation from…On Rule Extraction from Regulations (2011)On Rule Extraction from Regul…Use Cases to Process Specifications in Business Process Modeling Notation (2010)Use Cases to Process Specific…Business process mining from group stories (2009)Business process mining from …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)Large Language Models Can Accomplish Business Process Management Tasks (2024)Process Modeling with Large Language Models (2024)A generic structure for business process modeling (2002)Breaking the rules: success and failure in groupware-supported business process reengineering (2003)The text mining handbook: advanced approaches in analyzing unstructured data (2007)Detection of naming convention violations in process models for different languages (2013)25 Challenges of Semantic Process Modeling (2014)A Concept for Generating Business Process Models from Natural Language Description (2018)The British Nationality Act as a logic program (1986)Automatic semantics extraction in law documents (2005)REPRESENTING BUSINESS CONTRACTS INRuleML (2005)Data-centric and logic-based models for automated legal problem solving (2017)The unreasonable effectiveness of large language models in zero-shot semantic annotation of legal texts (2023)CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE (2011)Fundamentals of Business Process Management (2013)A Methodological Framework for the Integrated Design of Decision-Intensive Care Pathways—an Application to the Management of COPD Patients (2017)Decision Mining in a Broader Context: An Overview of the Current Landscape and Future Directions (2017)Fundamentals of Business Process Management (2018)Credit Scoring Systems: A Critical Analysis (1982)Benchmarking state-of-the-art classification algorithms for credit scoring (2003)Decision Mining in ProM (2006)Towards a Holistic Discovery of Decisions in Process-Aware Information Systems (2017)Business Process Management Workshops (2018)Semantics, Analysis and Simplification of DMN Decision Tables (2018)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Business Process Model and Notation—BPMN (2014)Data Science in Action (2016)Integrating BPMN and DMN: Modeling and Analysis (2021)Foundations of Process Event Data (2022)Enhancing Data-Awareness of Object-Centric Event Logs (2023)Some Fundamental Legal Conceptions as Applied in Judicial Reasoning (1913)HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)The global landscape of AI ethics guidelines (2019)Bringing order into the realm of Transformer-based language models for artificial intelligence and law (2023)Searching textual and model-based process descriptions based on a unified data format (2017)Checking process compliance against natural language specifications using behavioral spaces (2018)Assessing business process complexity based on textual data: Evidence from ITIL IT ticket processing (2021)Conversational Systems for AI-Augmented Business Process Management (2024)Nala2BPMN: Automating BPMN Model Generation with Large Language Models (2025)A methodology for designing systems to reason with legal cases using Abstract Dialectical Frameworks (2016)Mining legal arguments in court decisions (2023)
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References

  • 2011Process Model Generation from Natural Language Text258 cited
  • 2024Legal Knowledge and Information Systems120 cited
  • 2011On Rule Extraction from Regulations90 cited
  • 2021Legal Information Retrieval systems: State-of-the-art and open issues89 cited
  • 2009Business process mining from group stories62 cited
  • 2016Discovering Decision Models from Event Logs48 cited
  • 2010Use Cases to Process Specifications in Business Process Modeling Notation45 cited
  • 2016Deriving Decision Models from Process Models by Enhanced Decision Mining42 cited
  • 2019Holistic discovery of decision models from process execution data38 cited
  • 2020A-BPS: Automatic Business Process Discovery Service using Ordered Neurons LSTM28 cited
  • 2016From SBVR to BPMN and DMN Models. Proposal of Translation from Rules to Process and Decision Models19 cited

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