Uncertainty in Natural Language Processing: Sources, Quantification, and Applications.
Mengting HuZhen ZhangShiwan ZhaoMinlie HuangBingzhe WuPublished in: CoRR (2023)
Keyphrases
- natural language processing
- information extraction
- machine learning
- machine translation
- uncertain data
- natural language
- language processing
- wordnet
- text mining
- named entity recognition
- free text
- word sense disambiguation
- semantic analysis
- knowledge representation
- data sources
- named entities
- quantitative evaluation
- multiple sources
- computational linguistics
- knowledge resources
- textual data
- computational biology
- text summarization
- text processing
- conditional probabilities
- information sources
- expected utility
- databases
- semantic relations
- database
- incomplete information
- decision makers
- data model
- expert systems
- learning algorithm
- possibility theory
- linguistic knowledge
- real time