Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification.
Alexander RietzlerSebastian StabingerPaul OpitzStefan EnglPublished in: CoRR (2019)
Keyphrases
- domain adaptation
- sentiment classification
- language model
- language modeling
- cross domain
- cross lingual
- sentiment analysis
- target domain
- n gram
- document level
- text classification
- probabilistic model
- information retrieval
- opinion mining
- sentence level
- query expansion
- retrieval model
- document retrieval
- test collection
- transfer learning
- labeled data
- multiple sources
- relevance model
- machine learning
- naive bayes
- semi supervised
- domain specific
- information retrieval systems
- unsupervised learning
- semi supervised learning
- training samples