Rethinking Semi-supervised Learning with Language Models.
Zhengxiang ShiFrancesco TonoliniNikolaos AletrasEmine YilmazGabriella KazaiYunlong JiaoPublished in: CoRR (2023)
Keyphrases
- language model
- semi supervised learning
- semi supervised
- language modeling
- unlabeled data
- labeled data
- probabilistic model
- n gram
- document retrieval
- supervised learning
- information retrieval
- machine learning
- query expansion
- unsupervised learning
- mixture model
- co training
- retrieval model
- transfer learning
- active learning
- training data
- test collection
- label propagation
- data sets
- smoothing methods
- pseudo relevance feedback
- text categorization
- text classification
- keywords
- learning process
- relevance model
- generative model