Mechanistic interpretability of large language models with applications to the financial services industry.
Ashkan GolgoonKhashayar FilomArjun Ravi KannanPublished in: CoRR (2024)
Keyphrases
- financial services
- language model
- language modeling
- risk management
- information retrieval
- probabilistic model
- n gram
- retrieval model
- competitive advantage
- document retrieval
- context sensitive
- speech recognition
- query expansion
- language modelling
- test collection
- policy makers
- statistical language models
- economic development
- prediction accuracy
- translation model
- smoothing methods
- document ranking
- banking services
- pseudo relevance feedback
- relevance model
- vector space model
- language models for information retrieval
- decision making
- information systems