Papers by Zied Haj-Yahia
Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings (P19-1)
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| Challenge: | a new method for text classification uses supervised and semisupervised approaches to classify documents into categories. |
| Approach: | They propose an unsupervised method to classify documents into categories simply described by a label. |
| Outcome: | The proposed method increases F1-score over relying on human expertise and language models on standard corpora. |