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led-base-billsum
duccd/led-base-billsum
led-base-billsum is a machine learning model from duccd. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
Longformer-Encoder-Decoder (LED) model is designed to address the challenge of summarizing lengthy English texts, particularly legal documents. Utilizing a local-global attention mechanism, LED is capable of handling…
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At a glance
- Library
- transformers
- Model type
- led
- Access
- Public
- Created
- Aug 12, 2023
- Updated
- Jun 12, 2024
- SHA
- c98fcd0e
Model card
From the Hugging Face model README
<!-- # Model Card for Model ID -->
<!-- Provide a quick summary of what the model is/does. -->
<!-- This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1). -->
Model Details
Model Description
<!-- Provide a longer summary of what this model is. -->Longformer-Encoder-Decoder (LED) model is designed to address the challenge of summarizing lengthy English texts, particularly legal documents. Utilizing a local-global attention mechanism, LED is capable of handling longer input sequences efficiently, making it highly suitable for legal document summarization tasks.
Citation
BibTeX:
@misc{duc2023led,
author = {Chu Đình Đức},
title = {Longformer-Encoder-Decoder for Legal Document Summarization},
year = {2023},
}
- Library
- transformers
- Type
- led
- Created
- Aug 12, 2023
- Updated
- Jun 12, 2024