DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models.
Wei GuanJian CaoJianqi GaoHaiyan ZhaoShiyou QianPublished in: CoRR (2024)
Keyphrases
- business processes
- language model
- business process
- language modeling
- n gram
- probabilistic model
- information retrieval
- language modelling
- document retrieval
- speech recognition
- smoothing methods
- query expansion
- web services
- context sensitive
- retrieval model
- business process management
- workflow management systems
- business process models
- test collection
- natural language
- business environment
- statistical language models
- anomaly detection
- semantic web
- business objectives
- process model
- workflow systems
- competitive advantage
- query terms
- business partners
- semantic information
- inter organizational
- context dependent
- workflow management
- vector space model
- semantic similarity
- document ranking
- machine learning
- data analysis
- language models for information retrieval
- relevance model
- decision makers
- text mining
- business goals
- high level