Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation.
Doan Nam Long VuTimour IgamberdievIvan HabernalPublished in: CoRR (2024)
Keyphrases
- machine translation
- differential privacy
- differentially private
- natural language generation
- machine translation system
- word level
- privacy preserving
- language independent
- target language
- cross lingual
- natural language processing
- source language
- natural language
- statistical machine translation
- text retrieval
- cross language information retrieval
- information extraction
- data sharing
- text mining
- word alignment
- databases
- multilingual documents
- information retrieval
- document analysis
- keywords
- chinese english
- data privacy
- query translation
- active learning
- artificial intelligence
- privacy preservation
- web documents