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11. Part E: Text Classification with an Embedding Layer in a Feed-Forward Network - Deep Learning Tutorials with Keras - Medium

    2022-11-10 Tags: classification, doc2vec, embedding, neural network by klotz
12. Feature Extraction with BERT for Text Classification | by Marcello Politi | Jun, 2022 | Towards Data Science

    2022-07-11 Tags: bert, classification, text, nlp, machine learning, deep learning, embedding by klotz
13. SBERT vs. Data2vec on Text Classification | by Jinhang Jiang | May, 2022 | Towards Data Science

    Each time you run the model, the results may vary a little bit. Overall, after 5 tries, I can conclude that SBERT has a bit better performance in terms of best f1 score while Data2vec used way less memory. The average f1 scores for both models are very close.

    2022-05-19 Tags: sbert, data2vec, text, classification, multi-label, nlp, machine learning, towardsdatascience by klotz
14. From raw text to model prediction in under 30 lines of Python

    A quick guide for fast exploration of NLP pipelines

    2022-04-12 Tags: python, nlp, text, classification, machine learning, atom by klotz
15. Clustering sentence embeddings to identify intents in short text | by David Borrelli | Oct, 2021 | Towards Data Science

    2021-10-20 Tags: embedding, intent, umap, hdbscan, classification, machine learning by klotz
16. Zero-Shot Intent Classification with Siamese Networks | by Duygu ALTINOK | Sep, 2021 | Towards Data Science

    2021-09-25 Tags: bert, intent, classification, deep learning by klotz
17. Learning Text Classification Using the fastText Library

    2021-09-20 Tags: text, classification, fasttext, python, machine learning, nlp by klotz
18. Siamese networks with Keras, TensorFlow, and Deep Learning - PyImageSearch

    2020-12-01 Tags: keras, tensorflow, verification, comparison, classification, embedding, deep learning by klotz
19. tldrstory: AI-powered understanding of headlines and story text | by David Mezzetti | Oct, 2020 | Towards Data Science

    2020-10-25 Tags: fast.ai, streamlit, zero-shot, classification, sentiment analysis, nlp, machine learning by klotz
20. Deploying a Text Classifier with TensorFlow Serving + Docker in 2.0 | by Mandy Gu | Oct, 2020 | Towards Data Science

    2020-10-23 Tags: text, classification, tensorflow 2.0 by klotz

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