Correlations between Multilingual Language Model Geometry and Crosslingual Transfer Performance.
Cheril ShahYashashree ChandakAtharv Mahesh ManeBenjamin BergenTyler A. ChangPublished in: LREC/COLING (2024)
Keyphrases
- language model
- language modeling
- n gram
- document retrieval
- cross lingual
- probabilistic model
- speech recognition
- language modelling
- language independent
- query terms
- ad hoc information retrieval
- retrieval model
- cross language information retrieval
- context sensitive
- test collection
- cross language
- pseudo relevance feedback
- mixture model
- statistical language models
- query expansion
- document ranking
- relevance model
- information retrieval
- language model for information retrieval
- dirichlet prior
- smoothing methods
- translation model
- transfer learning
- digital libraries
- document length
- automatic speech recognition
- statistical language modeling
- language models for information retrieval