Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification.
Alexander RietzlerSebastian StabingerPaul OpitzStefan EnglPublished in: LREC (2020)
Keyphrases
- domain adaptation
- sentiment classification
- language model
- language modeling
- cross lingual
- cross domain
- sentiment analysis
- target domain
- document level
- text classification
- n gram
- document retrieval
- information retrieval
- opinion mining
- retrieval model
- test collection
- query expansion
- probabilistic model
- sentence level
- transfer learning
- pseudo relevance feedback
- text categorization
- document classification
- model selection
- training data
- relevance model
- machine learning