Skip to content

Latest commit

 

History

History
79 lines (53 loc) · 3.61 KB

references-links.md

File metadata and controls

79 lines (53 loc) · 3.61 KB
Raw

References Links

Links Google Drive

https://drive.google.com/drive/folders/1e98l_XJaItrbZlNe45PYli2YrbmOOU5z?usp=sharing

I. Datasets

  1. nlp-datasets /GitHub niderhoff
    https://github.com/niderhoff/nlp-datasets

  2. VNTC-datasets /GitHub duyvuleo
    https://github.com/duyvuleo/VNTC/tree/master/Data/10Topics/Ver1.1

II. Khái niệm, định nghĩa

  1. Phân loại văn bản tự động bằng Machine Learning như thế nào?
    https://viblo.asia/p/phan-loai-van-ban-tu-dong-bang-machine-learning-nhu-the-nao-4P856Pa1ZY3

  2. Các thuật ngữ trong Xử lý ngôn ngữ tự nhiên
    https://ongxuanhong.wordpress.com/2016/02/05/cac-thuat-ngu-trong-xu-ly-ngon-ngu-tu-nhien/

  3. GitHub Underthesea Wiki - nhóm nghiên cứu và phát triển về xử lý ngôn ngữ tự nhiên tiếng Việt
    https://github.com/undertheseanlp/underthesea/wiki#word-segmentation

  4. Một vài hiểu nhầm khi mới học Machine Learning
    https://viblo.asia/p/mot-vai-hieu-nham-khi-moi-hoc-machine-learning-4dbZNoDnlYM

  5. Bài toán phân lớp trong Machine Learning (Classification in Machine Learning)
    http://eitguide.net/bai-toan-phan-lop-trong-machine-learning-classification-machine-learning/

  6. Classification Algorithms in Machine Learning
    https://medium.com/datadriveninvestor/classification-algorithms-in-machine-learning-85c0ab65ff4

  7. Classification in Machine Learning
    https://medium.com/datadriveninvestor/classification-in-machine-learning-db33514c77ad

  8. Supervised Machine Learning: Classification
    https://towardsdatascience.com/supervised-machine-learning-classification-5e685fe18a6d

  9. Machine Learning - Classification
    https://vnoi.info/wiki/translate/ml/Machine-Learning-Classification-phan-1

  10. Machine Learning “for Dummies” (part 2) : The K-nearest neighbors algorithm
    http://blog.mathieu.guillame-bert.com/2017/05/06/machine-learning-for-dummies-part-2/

III. Hướng dẫn triển khai, thực hiện

  1. Guides for text classification
    https://developers.google.com/machine-learning/guides/text-classification/

  2. News-Classification /GitHub sachinbiradar9
    https://github.com/sachinbiradar9/News-Classification

  3. Machine Learning, NLP: Text Classification using scikit-learn, python and NLTK
    https://towardsdatascience.com/machine-learning-nlp-text-classification-using-scikit-learn-python-and-nltk-c52b92a7c73a

  4. A Comprehensive Guide to Understand and Implement Text Classification in Python
    https://www.analyticsvidhya.com/blog/2018/04/a-comprehensive-guide-to-understand-and-implement-text-classification-in-python/

  5. A Comprehensive Guide to Classifying Text with Machine Learning
    https://monkeylearn.com/text-classification/

  6. Khóa luận "Tìm hiểu các hướng tiếp cận bài toán phân loại văn bản và xây dựng phần mềm phân loại tin tức báo điện tử"
    https://www.slideshare.net/duyvong3/phan-loai-tintucbaodientu-40099422

  7. Hướng dẫn chi tiết
    https://viblo.asia/p/phan-loai-van-ban-tieng-viet-tu-dong-phan-1-yMnKM3bal7P

III. Deploy source code