nikhilbyte / FakeNewsDetection

Fake News classification in Spanish Corpus which is a collection of news compiled from several web sources.

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FakeNewsDetection

Fake News classification in Spanish Corpus which is a collection of news compiled from several web sources.

Please refer to the CodaLab Challange.

Data Used

  • Category: Fake/ True
  • Topic: Science/ Sport/ Economy/ Education/ Entertainment/ Politics, Health/ Security/ Society
  • Headline: The title of the news.
  • Text: The complete text of the news.
  • Link: The URL where the news was published.

Fine tuned the Spanish Language model called BETO using Huggingface Transformers library.

This landed me on the 12th spot on the final leaderboard.

Original Idea

[https://www.kaggle.com/c/google-quest-challenge/discussion/129978]

About

Fake News classification in Spanish Corpus which is a collection of news compiled from several web sources.


Languages

Language:Jupyter Notebook 100.0%