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license: apache-2.0
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---
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---
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license: apache-2.0
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tags:
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- universal information extraction
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- named entity recognition
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- relation extraction
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- event extraction
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- aspect-based sentiment analysis
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---
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<div align="center">
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<strong>LDNet: Label Drop for Multi-Aspect Relation Modeling in Universal Information
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Extraction</strong>
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<a href='https://github.com/Lu-Yang666/LDNet'>
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<img src='https://img.shields.io/badge/Github-Repository-2E8B57'>
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</a>
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<a href='https://arxiv.org/abs/2502.12614'>
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<img src='https://img.shields.io/badge/Paper-PDF-FF8C00'>
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</a>
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</div>
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## Brief Introduction
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This repository contains the model checkpoint of LDNet.
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## Citation
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If you find our model, code, or paper helpful, please consider citing our work:
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```bibtex
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@misc{yang2025labeldropmultiaspectrelation,
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title={Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction},
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author={Lu Yang and Jiajia Li and En Ci and Lefei Zhang and Zuchao Li and Ping Wang},
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year={2025},
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eprint={2502.12614},
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archivePrefix={arXiv},
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primaryClass={cs.CL},
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url={https://arxiv.org/abs/2502.12614},
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}
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```
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## Links
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- **Github**: [LDNet](https://github.com/Lu-Yang666/LDNet)
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- **Paper**: [arXiv:2502.12614](https://arxiv.org/abs/2502.12614)
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