Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language.
Qianhui WuZijia LinBörje F. KarlssonJianguang LouBiqing HuangPublished in: CoRR (2020)
Keyphrases
- student learning
- cross lingual
- machine translation
- unlabeled data
- target language
- source language
- semi supervised
- labeled data
- semi supervised learning
- parallel corpus
- mono lingual
- named entity recognition
- text classification
- information extraction
- natural language processing
- active learning
- transfer learning
- cross language
- supervised learning
- statistical machine translation
- machine translation system
- learning tools
- training set
- learning algorithm
- training data
- text categorization
- cross language information retrieval
- natural language
- data points
- machine learning
- translation model
- information fusion
- word sense disambiguation
- named entities
- language modeling
- news articles
- unsupervised learning
- data sets
- multiple sources
- data fusion
- query translation
- n gram
- question answering
- prior knowledge
- pairwise
- data analysis