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climate-fever-plus-RoBERTa

Text Classification
Transformers
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roberta
fact-checking
climate
text entailment
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climate-fever-plus-RoBERTa / README.md
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metadata
license: mit
base_model: roberta-base
datasets: climate_fever
tags:
  - fact-checking
  - climate
  - text entailment
metrics:
  - accuracy
  - f1
model-index:
  - name: results
    results: []
widget:
  - text: >-
      The Great Barrier Reef is experiencing the most widespread bleaching ever
      recorded [SEP] A March 2016 report stated that coral bleaching was more
      widespread than previously thought, seriously affecting the northern parts
      of the reef as a result of warming ocean temperatures.
    example_title: Claim Verification

This model is a fine-tuned version of roberta-base on Jasontth/climate_fever_plus (https://huggingface.co/datasets/Jasontth/climate_fever_plus), enlarged CLIMATE-FEVER dataset (The dataset provided combines the Climate-Fever dataset and claim reviews from the website Climate Feedback (https://climatefeedback.org/)

For detail, please read this paper

results

It achieves the following results on the test set:

  • Accuracy: 0.7288
  • F1: 0.7229