Bayesian Compression for Natural Language Processing.
Nadezhda ChirkovaEkaterina LobachevaDmitry P. VetrovPublished in: EMNLP (2018)
Keyphrases
- natural language processing
- information extraction
- machine learning
- bayesian networks
- computational linguistics
- data compression
- natural language
- compression scheme
- image compression
- compression ratio
- compression algorithm
- text processing
- named entity recognition
- wordnet
- computational biology
- knowledge representation
- text mining
- maximum likelihood
- bayesian decision
- artificial intelligence
- question answering
- textual data
- data driven
- semantic analysis
- posterior distribution
- bayesian estimation
- machine translation
- posterior probability
- compression rate
- language processing
- gaussian processes
- bayesian inference
- word sense disambiguation
- named entities
- probabilistic model
- multiscale
- text summarization
- semantic relations
- decision trees
- bitstream
- sentiment analysis
- ontology learning
- arithmetic coding
- feature engineering
- information retrieval