Rethinking Semi-supervised Learning with Language Models.
Zhengxiang ShiFrancesco TonoliniNikolaos AletrasEmine YilmazGabriella KazaiYunlong JiaoPublished in: ACL (Findings) (2023)
Keyphrases
- semi supervised learning
- language model
- semi supervised
- language modeling
- unlabeled data
- labeled data
- probabilistic model
- n gram
- supervised learning
- unsupervised learning
- machine learning
- document retrieval
- information retrieval
- training data
- query expansion
- mixture model
- retrieval model
- test collection
- label propagation
- transfer learning
- active learning
- co training
- text categorization
- data sets
- k nearest neighbor
- pseudo relevance feedback
- generative model
- relevant documents
- vector space
- high dimensional
- passage retrieval