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| Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined Topics | Oct 12, 2022 | Document ClassificationRetrieval | CodeCode Available | 1 | 5 |
| DocSCAN: Unsupervised Text Classification via Learning from Neighbors | May 9, 2021 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Lex2Sent: A bagging approach to unsupervised sentiment analysis | Sep 26, 2022 | ClassificationDecoder | CodeCode Available | 0 | 5 |
| Diversity-Based Generalization for Unsupervised Text Classification under Domain Shift | Feb 25, 2020 | ClassificationDiversity | CodeCode Available | 0 | 5 |
| Text classification in shipping industry using unsupervised models and Transformer based supervised models | Dec 21, 2022 | ClassificationSelf-Learning | —Unverified | 0 | 0 |
| Concentrated Document Topic Model | Feb 6, 2021 | modeltext-classification | —Unverified | 0 | 0 |
| Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings | Jul 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Exclusive Topic Modeling | Feb 6, 2021 | text-classificationText Classification | —Unverified | 0 | 0 |
| Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification | Apr 28, 2020 | General Classificationtext-classification | —Unverified | 0 | 0 |
| Semantic Term "Blurring" and Stochastic "Barcoding" for Improved Unsupervised Text Classification | Nov 6, 2018 | ClusteringDocument Classification | —Unverified | 0 | 0 |
| Shuffle & Divide: Contrastive Learning for Long Text | Apr 19, 2023 | Contrastive LearningDocument Embedding | —Unverified | 0 | 0 |
