Actuarial Applications of Natural Language Processing Using Transformers: Case Studies for Using Text Features in an Actuarial Context.
Andreas TroxlerJürg SchelldorferPublished in: CoRR (2022)
Keyphrases
- case study
- natural language processing
- text mining
- free text
- automatically extracted
- text processing
- feature set
- computational linguistics
- feature space
- natural language
- information retrieval
- machine learning
- content features
- knowledge representation
- feature extraction
- textual data
- lexical features
- low level
- natural language generation
- additional features
- syntactic features
- real world
- feature vectors
- keywords
- database
- text retrieval
- lessons learned
- text summarization
- machine translation
- contextual information
- context aware
- open source
- classification accuracy
- linguistic analysis