The Trade-offs of Domain Adaptation for Neural Language Models.
Dan IterDavid GrangierPublished in: CoRR (2021)
Keyphrases
- language model
- domain adaptation
- language modeling
- cross domain
- document retrieval
- probabilistic model
- retrieval model
- semi supervised
- query expansion
- n gram
- information retrieval
- multiple sources
- semi supervised learning
- transfer learning
- smoothing methods
- sentiment classification
- test collection
- labeled data
- target domain
- test data
- document classification
- relevance model
- pairwise
- co training
- information retrieval systems
- domain specific
- prior knowledge
- training data
- similarity measure
- pseudo relevance feedback
- data mining