Bigger Isn't Better: The Ethical and Scientific Vices of Extra-Large Datasets in Language Models.
Trystan S. GoetzeDarren AbramsonPublished in: WebSci (Companion) (2021)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- speech recognition
- document retrieval
- information retrieval
- language models for information retrieval
- statistical language models
- retrieval model
- language modelling
- test collection
- vector space model
- query expansion
- smoothing methods
- data mining
- language model for information retrieval
- translation model
- passage retrieval
- document length
- text categorization
- okapi bm
- clustering algorithm
- machine learning