Papers by Negin Karisani
Multi-View Active Learning for Short Text Classification in User-Generated Data (2022.findings-emnlp)
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| Challenge: | Using a microblog, a set of tasks can be tailored for queries. |
| Approach: | They propose a novel active learning model to overcome the lack of labeled data and the informal user language in mining user-generated data. |
| Outcome: | The proposed model outperforms existing models in four publicly available Twitter datasets and in four datasets with different applications. |