Low-Resource Text Classification via Cross-Lingual Language Model Fine-Tuning.
Xiuhong LiZhe LiJiabao ShengWushour SlamuPublished in: CNCL (2020)
Keyphrases
- cross lingual
- fine tuning
- language modeling
- language model
- text classification
- translation model
- n gram
- pseudo feedback
- retrieval model
- cross lingual information retrieval
- query expansion
- cross language
- probabilistic model
- language independent
- text categorization
- text mining
- document retrieval
- statistical machine translation
- information retrieval
- bag of words
- labeled data
- word segmentation
- context sensitive
- machine learning
- feature selection
- text classifiers
- linguistic resources
- query terms
- sentiment classification
- query translation
- term frequency
- generative model
- parallel corpora
- language modeling framework
- semantic features
- pseudo relevance feedback
- test collection
- question answering
- query specific
- cross language information retrieval
- smoothing methods
- transfer learning
- text documents