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metadata
language:
  - en
tags:
  - Text Classification
widget:
  - text: >-
      Is this review positive or negative? Review: Best cast iron skillet you
      will every buy.
    example_title: Sentiment analysis
  - text: >-
      Barack Obama nominated Hilary Clinton as his secretary of state on Monday.
      He chose her because she had ...
    example_title: Coreference resolution
  - text: >-
      On a shelf, there are five books: a gray book, a red book, a purple book,
      a blue book, and a black book ...
    example_title: Logic puzzles
  - text: >-
      The two men running to become New York City's next mayor will face off in
      their first debate Wednesday night ...
    example_title: Reading comprehension

This model is part of the Research topic "Bias and Fairness in AI" conducted by Shaina Raza, Deepak John Reji, Chen Ding

  • Dataset : MBAD Data
  • datasize : 17775 entries
  • Label distribution : Biased - 10651, Non-Biased - 7124
  • Train-Test split : 90 : 10
  • tokenizer : distilbert-base-uncased
  • model : distilbert-base-uncased
  • optimizer : adam
  • Learning rate : 5e-5
  • Model parameters : 66,955,010
  • epochs : 30
  • Train accuracy : 0.7697
  • Test accuracy : 0.62
  • Train loss : 0.4506
  • Test loss : 0.9644
  • Carbon emission 0.319355 Kg