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LDNet_Pretrain
Downton/LDNet_Pretrain
LDNet_Pretrain is a machine learning model from Downton. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
<div align="center" <strongLDNet: Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction</strong
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Public
Updated Mar 15, 2025
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Mar 26, 2024
- Updated
- Mar 15, 2025
- SHA
- 091ab772
Model card
From the Hugging Face model README
<div align="center">
<strong>LDNet: Label Drop for Multi-Aspect Relation Modeling in Universal Information
Extraction</strong>
<a href='https://github.com/Lu-Yang666/LDNet'>
<img src='https://img.shields.io/badge/Github-Repository-2E8B57'>
</a>
<a href='https://arxiv.org/abs/2502.12614'>
<img src='https://img.shields.io/badge/Paper-PDF-FF8C00'>
</a>
</div>
Brief Introduction
This repository contains the model checkpoint of LDNet.
Citation
If you find our model, code, or paper helpful, please consider citing our work:
@misc{yang2025labeldropmultiaspectrelation,
title={Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction},
author={Lu Yang and Jiajia Li and En Ci and Lefei Zhang and Zuchao Li and Ping Wang},
year={2025},
eprint={2502.12614},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2502.12614},
}
Links
- Github: LDNet
- Paper: arXiv:2502.12614
- License
- apache-2.0
- Created
- Mar 26, 2024
- Updated
- Mar 15, 2025