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# Longformer fine-tuned to summarize Terms of Service
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Terms of Service documents are lengthy, complex, and time-consuming to read. Due to its vague language, people often don’t understand what they are agreeing to. Hence, we have fine-tuned Longformer model to help summarize TOS and make it easy to read and understand.
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This model is a fine-tuned version of [`allenai/led-base-16384`](https://huggingface.co/allenai/led-base-16384)
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Dataset used: TL;DRLegal and TOS;DR website
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It achieves the following results on the validation set
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ROUGE-1: 0.28
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ROUGE-2: 0.13
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ROUGE-L: 0.27
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## How to Use
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# Longformer fine-tuned to summarize Terms of Service
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Terms of Service documents are lengthy, complex, and time-consuming to read. Due to its vague language, people often don’t understand what they are agreeing to. Hence, we have fine-tuned Longformer model to help summarize TOS and make it easy to read and understand.
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<br><br>
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This model is a fine-tuned version of [`allenai/led-base-16384`](https://huggingface.co/allenai/led-base-16384) <br>
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Dataset used: TL;DRLegal and TOS;DR website <br>
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It achieves the following results on the validation set:<br>
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* ROUGE-1: 0.28
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* ROUGE-2: 0.13
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* ROUGE-L: 0.27
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## How to Use
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