Tracing Knowledge in Language Models Back to the Training Data.
Ekin AkyürekTolga BolukbasiFrederick LiuBinbin XiongIan TenneyJacob AndreasKelvin GuuPublished in: CoRR (2022)
Keyphrases
- language model
- training data
- language modeling
- domain knowledge
- probabilistic model
- n gram
- document retrieval
- information retrieval
- statistical language models
- language modelling
- prior knowledge
- speech recognition
- smoothing methods
- retrieval model
- document ranking
- learning algorithm
- ad hoc information retrieval
- test collection
- query expansion
- context sensitive
- relevance model
- semi supervised
- knowledge discovery
- query terms
- retrieval effectiveness
- vector space model
- information extraction
- word error rate
- feature selection
- language model for information retrieval