Active Learning for Post-Editing Based Incrementally Retrained MT.
Aswarth Abhilash DaraJosef van GenabithQun LiuJohn JudgeAntonio ToralPublished in: EACL (2014)
Keyphrases
- active learning
- machine translation
- experimental design
- supervised learning
- selective sampling
- semi supervised
- machine learning
- random sampling
- training examples
- pool based active learning
- learning algorithm
- learning strategies
- data mining
- pre trained
- imbalanced data classification
- sample complexity
- semi supervised learning
- labeled data
- text classification
- relevance feedback
- training data
- unlabeled data
- transfer learning
- class imbalance
- case study
- sample selection
- feature selection
- annotation effort
- information retrieval
- databases