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  license: apache-2.0
 
 
 
 
 
 
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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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+
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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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+
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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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+
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+ ## Brief Introduction
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+ This repository contains the model checkpoint of LDNet.
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+
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+
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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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+
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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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+
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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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+