The practical ethics of bias reduction in machine translation: why domain adaptation is better than data debiasing.
Marcus TomalinBill ByrneShauna ConcannonDanielle SaundersStefanie UllmannPublished in: Ethics Inf. Technol. (2021)
Keyphrases
- machine translation
- domain adaptation
- data sets
- labeled data
- data analysis
- data sources
- training data
- semi supervised
- natural language processing
- multiple sources
- unlabeled data
- machine learning
- data mining
- knowledge discovery
- text classification
- data points
- semi supervised learning
- prior knowledge
- named entities
- learning algorithm
- cross domain
- target domain