All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality.
William TimkeyMarten van SchijndelPublished in: EMNLP (1) (2021)
Keyphrases
- language model
- language modeling
- probabilistic model
- n gram
- statistical language models
- speech recognition
- query expansion
- language modelling
- document retrieval
- information retrieval
- test collection
- retrieval model
- smoothing methods
- language models for information retrieval
- context sensitive
- query terms
- vector space model
- passage retrieval
- okapi bm
- ad hoc information retrieval
- document length
- relevance model
- term dependencies
- machine learning
- language model for information retrieval