Conversational process modelling: state of the art, applications, and implications in practice
Chatbots such as ChatGPT have caused tremendous hype lately. For BPM applications, it is
often not clear how to apply chatbots to generate business value. Hence, this work aims at …
often not clear how to apply chatbots to generate business value. Hence, this work aims at …
Business insights using RAG–LLMs: a review and case study
M Arslan, S Munawar, C Cruz - Journal of Decision Systems, 2024 - Taylor & Francis
As organizations increasingly rely on diverse data sources like invoices and surveys,
efficient Information Extraction (IE) is crucial. Natural Language Processing (NLP) enhances …
efficient Information Extraction (IE) is crucial. Natural Language Processing (NLP) enhances …
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 …
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 …
[HTML][HTML] Machine understanding surgical actions from intervention procedure textbooks
The automatic extraction of procedural surgical knowledge from surgery manuals, academic
papers or other high-quality textual resources, is of the utmost importance to develop …
papers or other high-quality textual resources, is of the utmost importance to develop …
Verifying resource compliance requirements from natural language text over event logs
Process compliance aims to ensure that processes adhere to requirements imposed by
natural language texts such as regulatory documents. Existing approaches assume that …
natural language texts such as regulatory documents. Existing approaches assume that …
Verification of quantitative temporal compliance requirements in process descriptions over event logs
Process compliance verification ensures that processes adhere to a set of given regulatory
requirements which are typically assumed to be available in a formalized way using, eg …
requirements which are typically assumed to be available in a formalized way using, eg …
CPMI-ChatGLM: Parameter-efficient fine-tuning ChatGLM with Chinese patent medicine instructions
C Liu, K Sun, Q Zhou, Y Duan, J Shu, H Kan, Z Gu… - Scientific Reports, 2024 - nature.com
Chinese patent medicine (CPM) is a typical type of traditional Chinese medicine (TCM)
preparation that uses Chinese herbs as raw materials and is an important means of treating …
preparation that uses Chinese herbs as raw materials and is an important means of treating …
Beyond rule-based named entity recognition and relation extraction for process model generation from natural language text
Process-aware information systems offer extensive advantages to companies, facilitating
planning, operations, and optimization of day-to-day business activities. However, the time …
planning, operations, and optimization of day-to-day business activities. However, the time …
Nl2processops: towards LLM-guided code generation for process execution
The optimization and automation of process deployment operations play a key role in
enhancing efficiency and adaptability in Business Process Management. This paper …
enhancing efficiency and adaptability in Business Process Management. This paper …