kNN-Adapter: Efficient Domain Adaptation for Black-Box Language Models.
Yangsibo HuangDaogao LiuZexuan ZhongWeijia ShiYin Tat LeePublished in: CoRR (2023)
Keyphrases
- black box
- knn
- language model
- domain adaptation
- k nearest neighbor
- language modeling
- nearest neighbor
- probabilistic model
- n gram
- distance function
- text classification
- text categorization
- query expansion
- labeled data
- cross domain
- information retrieval
- similarity search
- classification algorithm
- retrieval model
- test collection
- semi supervised
- test cases
- data points
- databases
- support vector machine
- transfer learning
- data sets
- document classification
- multiple sources
- semi supervised learning
- sentiment classification