Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies.
Alessandro BertiHumam KouraniHannes HäfkeChiao-Yun LiDaniel SchusterPublished in: BPMDS/EMMSAD@CAiSE (2024)
Keyphrases
- language model
- process mining
- language modeling
- n gram
- probabilistic model
- language modelling
- document retrieval
- event logs
- query expansion
- information retrieval
- speech recognition
- business process
- process model
- retrieval model
- smoothing methods
- language models for information retrieval
- business processes
- context sensitive
- test collection
- statistical language models
- vector space model
- word error rate
- query terms
- relevance model
- formal concept analysis
- document ranking
- search engine
- translation model
- bayesian networks
- case study
- statistical language modeling