Leveraging Large Language Models to Enhance Domain Expert Inclusion in Data Science Workflows.
Jasmine Y. ShihVishal MohantyYannis KatsisHariharan SubramonyamPublished in: CoRR (2024)
Keyphrases
- language model
- domain experts
- data science
- domain knowledge
- language modeling
- knowledge acquisition
- domain specific
- big data
- statistical learning
- probabilistic model
- document retrieval
- n gram
- machine learning
- speech recognition
- data processing
- test collection
- query expansion
- language modelling
- information retrieval
- retrieval model
- context sensitive
- smoothing methods
- domain dependent
- knowledge base
- statistical language models
- document ranking
- language models for information retrieval
- relevance model
- translation model
- knowledge based systems
- artificial intelligence
- data mining
- pseudo relevance feedback
- general purpose
- decision trees
- databases