A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models.
Daking RaiYilun ZhouShi FengAbulhair SaparovZiyu YaoPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- speech recognition
- document retrieval
- information retrieval
- statistical language models
- query expansion
- test collection
- language modelling
- retrieval model
- language models for information retrieval
- prediction accuracy
- language model for information retrieval
- okapi bm
- vector space model
- pseudo relevance feedback
- context sensitive
- term dependencies
- smoothing methods
- query terms
- ad hoc information retrieval
- hidden markov models
- machine learning
- relevance model
- cross lingual