Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain.
Zhen WanYating ZhangYexiang WangFei ChengSadao KurohashiPublished in: ACL (Findings) (2024)
Keyphrases
- domain adaptation
- language model
- cross domain
- language modeling
- n gram
- semi supervised
- document retrieval
- probabilistic model
- labeled data
- target domain
- information retrieval
- transfer learning
- retrieval model
- query expansion
- multiple sources
- semi supervised learning
- co training
- sentiment classification
- smoothing methods
- test collection
- unlabeled data
- test data
- document classification
- keywords
- word segmentation
- supervised learning
- data sources
- training data
- feature selection