Predictive power of word surprisal for reading times is a linear function of language model quality.
Adam GoodkindKlinton BicknellPublished in: CMCL (2018)
Keyphrases
- language model
- predictive power
- n gram
- language modeling
- translation model
- prediction accuracy
- logistic regression
- document retrieval
- word error rate
- probabilistic model
- speech recognition
- retrieval model
- word clouds
- predictive accuracy
- information retrieval
- statistical machine translation
- multiword
- statistical language modeling
- query expansion
- test collection
- ad hoc information retrieval
- query terms
- smoothing methods
- mixture model
- pseudo relevance feedback
- co occurrence
- context sensitive
- text classification
- automatic speech recognition
- error rate
- term weighting
- relevance model
- support vector
- keywords
- data mining