Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data.
Shuohang WangYichong XuYuwei FangYang LiuSiqi SunRuochen XuChenguang ZhuMichael ZengPublished in: ACL (1) (2022)
Keyphrases
- training data
- test data
- training samples
- classification accuracy
- preprocessing
- training set
- training process
- experimental evaluation
- computationally efficient
- synthetic data
- data sets
- pairwise
- prior knowledge
- domain knowledge
- detection algorithm
- clustering method
- noisy data
- high accuracy
- input data
- optimization algorithm
- cost function
- classification method
- detection method
- unseen data
- classification trees
- highly efficient
- error rate
- semi supervised
- probabilistic model
- supervised learning