Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models.
Avery HiebertCole PetersonAlona FysheNishant MehtaPublished in: BlackboxNLP@EMNLP (2018)
Keyphrases
- language model
- word level
- n gram
- document level
- hidden state
- language independent
- language modeling
- probabilistic model
- document retrieval
- information retrieval
- markov models
- word segmentation
- test collection
- retrieval model
- speech recognition
- query expansion
- hidden markov models
- document analysis
- sentence level
- machine translation
- document images
- reinforcement learning
- query terms
- relevance model
- translation model
- word recognition
- statistical language modeling
- finite state
- vector space model
- pseudo relevance feedback
- character recognition
- dynamical systems
- text classification