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pytorch open-source library for the paper "AdaTT Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations"

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AdaTT

Welcome to the AdaTT repository! This repository provides a PyTorch library for multitask learning, specifically focused on the models evaluated in the paper "AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations" (KDD'23)".

[arXiv] [slides]

Models

This repository implements the following models:

To facilitate the integration and selection of these models, we have implemented a class called CentralTaskArch.

License

AdaTT is MIT-licensed.

Citation

If you find AdaTT's paper or code helpful, please consider citing:

@article{li2023adatt,
  title={AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations},
  author={Li, Danwei and Zhang, Zhengyu and Yuan, Siyang and Gao, Mingze and Zhang, Weilin and Yang, Chaofei and Liu, Xi and Yang, Jiyan},
  journal={arXiv preprint arXiv:2304.04959},
  year={2023}
}

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pytorch open-source library for the paper "AdaTT Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations"

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