Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language Models.
Reem AlYamiRabeah A. Al-ZaidyPublished in: WANLP@EMNLP (2022)
Keyphrases
- semi supervised learning
- text classification
- language model
- labeled data
- language modeling
- unlabeled data
- n gram
- machine learning
- unsupervised learning
- text categorization
- statistical language modeling
- semi supervised
- probabilistic model
- information retrieval
- bag of words
- labeled and unlabeled data
- co training
- document retrieval
- sentiment analysis
- test collection
- text mining
- naive bayes
- text documents
- retrieval model
- transfer learning
- feature selection
- query expansion
- label propagation
- supervised learning
- cross lingual
- active learning
- knn
- sentiment classification
- text classifiers
- relevance model
- multi label
- class labels
- feature extraction
- knowledge discovery
- pseudo relevance feedback