biu-nlp/QAmden-multinews

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Submit in one command

Run it next to your model folder. It makes the torrent, checks your files against Hugging Face, and submits it. You just start seeding and paste your key from your account. It only reads your files and never changes them. Read the script first if you like.

curl -fsSL https://pirateface.co/package.sh | bash -s -- --repo biu-nlp/QAmden-multinews ./model-folder

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🏬QAmden🏬: Question-Answering-based Multi-DocumENt model

HF-version of the QAmden model fine-tuned over multinews: Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering (ACL 2023).

You can use it by

from transformers import (
    AutoTokenizer,
    LEDConfig,
    LEDForConditionalGeneration,
)
# load model and tokenizer
tokenizer = AutoTokenizer.from_pretrained('biu-nlp/QAmden')
config=LEDConfig.from_pretrained('biu-nlp/QAmden-multinews')

model = LEDForConditionalGeneration.from_pretrained('biu-nlp/QAmden-multinews')

The original repo is here.

If you find our work useful, please cite the paper as:

@article{caciularu2023peekacross,
  title={Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering},
  author={Caciularu, Avi and Peters, Matthew E and Goldberger, Jacob and Dagan, Ido and Cohan, Arman},
  journal={The 61st Annual Meeting of the Association for Computational Linguistics: ACL 2023},
  year={2023}
}