/RIGHT

Primary LanguagePythonApache License 2.0Apache-2.0

RIGHT: Retrieval-augmented Generation for Mainstream Hashtag Recommendation

The source code of "RIGHT: Retrieval-augmented Generation for Mainstream Hashtag Recommendation (ECIR 2024)":

Datasets

Apply and download from:

https://github.com/OpenSUM/HashtagGen

Requerements

torch>=1.10.0
jsonargparse[signatures,urls]>=4.3.1
omegaconf
pytorch-lightning
rich
gpustat
matplotlib
sentencepiece
rouge
nltk
transformers
gensim==3.8.1
simcse
ipdb

Citation

Please cite the paper if it is helpful to you.

@article{fan2023right,
      title={RIGHT: Retrieval-augmented Generation for Mainstream Hashtag Recommendation}, 
      author={Run-Ze Fan and Yixing Fan and Jiangui Chen and Jiafeng Guo and Ruqing Zhang and Xueqi Cheng},
      year={2023},
      journal={arXiv preprint arXiv:2312.10466},
      url={https://arxiv.org/abs/2312.10466}
}