Verifying the long-range dependency of RNN language models.
Tzu-Hsuan TsengTzu-Hsuan YangChia-Ping ChenPublished in: IALP (2016)
Keyphrases
- long range
- language model
- recurrent neural networks
- short range
- language modeling
- probabilistic model
- dependency structure
- nearest neighbor
- n gram
- conditional random fields
- document retrieval
- language modelling
- query expansion
- test collection
- speech recognition
- retrieval model
- information retrieval
- context sensitive
- long range correlations
- smoothing methods
- language models for information retrieval
- statistical language models
- vector space model
- pseudo relevance feedback
- long range interactions
- term dependencies
- okapi bm
- spoken term detection
- knn
- document ranking
- translation model
- graphical models
- feed forward
- wireless networks