Large language models for business process management: Opportunities and challenges
Large language models are deep learning models with a large number of parameters. The
models made noticeable progress on a large number of tasks, and as a consequence …
models made noticeable progress on a large number of tasks, and as a consequence …
[BOOK][B] Emerging technologies: value creation for sustainable development
S Küfeoğlu - 2022 - library.oapen.org
This monograph investigates a multitude of emerging technologies including 3D printing,
5G, blockchain, and many more to assess their potential for use to further humanity's shared …
5G, blockchain, and many more to assess their potential for use to further humanity's shared …
Just tell me: Prompt engineering in business process management
GPT-3 and several other language models (LMs) can effectively address various natural
language processing (NLP) tasks, including machine translation and text summarization …
language processing (NLP) tasks, including machine translation and text summarization …
Recommendations for enhancing the usability and understandability of process mining in healthcare
Healthcare organizations are confronted with challenges including the contention between
tightening budgets and increased care needs. In the light of these challenges, they are …
tightening budgets and increased care needs. In the light of these challenges, they are …
A machine learning-based human resources recruitment system for business process management: using LSA, BERT and SVM
Purpose Studies on mining text and generating intelligence on human resource documents
are rare. This research aims to use artificial intelligence and machine learning techniques to …
are rare. This research aims to use artificial intelligence and machine learning techniques to …
Large language models can accomplish business process management tasks
Abstract Business Process Management (BPM) aims to improve organizational activities and
their outcomes by managing the underlying processes. To achieve this, it is often necessary …
their outcomes by managing the underlying processes. To achieve this, it is often necessary …
From process mining to augmented process execution
Business process management (BPM) is a well-established discipline comprising a set of
principles, methods, techniques, and tools to continuously improve the performance of …
principles, methods, techniques, and tools to continuously improve the performance of …
Extracting business process entities and relations from text using pre-trained language models and in-context learning
The extraction of business processes elements from textual documents is a research area
which still lacks the ability to scale to the variety of real-world texts. In this paper we …
which still lacks the ability to scale to the variety of real-world texts. In this paper we …
[HTML][HTML] Generating BPMN diagram from textual requirements
An interesting challenge in software requirements engineering is converting textual
requirements to Business Process Model and Notation (BPMN) diagrams. In this study, the …
requirements to Business Process Model and Notation (BPMN) diagrams. In this study, the …
A natural language querying interface for process mining
In spite of recent advances in process mining, making this new technology accessible to non-
technical users remains a challenge. Process maps and dashboards still seem to frighten …
technical users remains a challenge. Process maps and dashboards still seem to frighten …