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We trained a language model to **automatically score the IELTS (International English Language Testing System) essays** by using massive the training dataset by human raters.
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The following is the code to implement the model for scoring new IELTS essays.
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We trained a language model to **automatically score the IELTS (International English Language Testing System) essays** by using massive the training dataset by human raters.
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The training dataset is consisting of 18,000 points of real IELTS exam essays and their official scores.
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Our model scoring results are measured in five dimensions of task achievement, coherence and cohesion, vocabulary, grammar
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and overall according to the official IELTS standards. **OVERALL** is the composite score of the IELTS essays.
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The impressive result in the test dataset is as follows: **Accuracy = 0.82, F1 Score = 0.81**. As far as the current results are concerned, our model can roughly replace human raters for IELTS essays, but we will continue to optimize it to improve its accuracy
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The following is the code to implement the model for scoring new IELTS essays.
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