Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, Evaluation Strategies, and Future Challenges.
Alessandro BertiHumam KouraniHannes HäfkeChiao-Yun LiDaniel SchusterPublished in: CoRR (2024)
Keyphrases
- language model
- process mining
- language modeling
- n gram
- probabilistic model
- process model
- document retrieval
- language modelling
- retrieval model
- statistical language models
- speech recognition
- test collection
- information retrieval
- event logs
- query expansion
- business processes
- smoothing methods
- vector space model
- machine learning
- language models for information retrieval
- pseudo relevance feedback
- formal concept analysis
- query terms
- case study
- context sensitive
- business process
- okapi bm
- clinical pathway
- data mining
- spoken term detection