Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning.
Armen AghajanyanSonal GuptaLuke ZettlemoyerPublished in: ACL/IJCNLP (1) (2021)
Keyphrases
- language model
- fine tuning
- intrinsic dimensionality
- language modeling
- n gram
- document retrieval
- probabilistic model
- test collection
- information retrieval
- retrieval model
- mixture model
- query expansion
- context sensitive
- smoothing methods
- noisy data
- vector space
- image processing
- translation model
- unsupervised learning
- dimensionality reduction
- feature space
- face recognition
- high dimensionality
- feature selection
- machine learning