Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language.
Qianhui WuZijia LinBörje KarlssonJianguang LouBiqing HuangPublished in: ACL (2020)
Keyphrases
- student learning
- cross lingual
- machine translation
- unlabeled data
- target language
- mono lingual
- source language
- parallel corpus
- labeled data
- semi supervised
- semi supervised learning
- text classification
- information extraction
- named entity recognition
- natural language processing
- active learning
- transfer learning
- training data
- training set
- learning tools
- supervised learning
- statistical machine translation
- learning algorithm
- information fusion
- machine translation system
- text categorization
- cross language
- cross language information retrieval
- natural language
- language modeling
- query translation
- machine learning
- word sense disambiguation
- text mining
- data points
- multiple sources
- document clustering
- learning process
- prior knowledge
- data sets
- data fusion
- named entities
- high dimensional
- feature space
- databases