NYTK / summarization-nol-bart-hungarian

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Total runs: 22
24-hour runs: 0
7-day runs: 2
30-day runs: 13
Model's Last Updated: January 10 2023
summarization

Introduction of summarization-nol-bart-hungarian

Model Details of summarization-nol-bart-hungarian

Hungarian Abstractive Summarization BART model

For further models, scripts and details, see our repository or our demo site .

  • BART base model (see Results Table - bold):
    • Pretrained on Webcorpus 2.0
    • Finetuned NOL corpus (nol.hu)
      • Segments: 397,343
Limitations
  • tokenized input text (tokenizer: HuSpaCy )
  • max_source_length = 512
  • max_target_length = 256
Results
Model HI NOL
BART-base-512 30.18/13.86/22.92 46.48/32.40/39.45
BART-base-1024 31.86/14.59/23.79 47.01/32.91/39.97
Citation

If you use this model, please cite the following paper:

@inproceedings {yang-bart,
    title = {{BARTerezzünk! - Messze, messze, messze a világtól, - BART kísérleti modellek magyar nyelvre}},
    booktitle = {XVIII. Magyar Számítógépes Nyelvészeti Konferencia},
    year = {2022},
    publisher = {Szegedi Tudományegyetem, Informatikai Intézet},
    address = {Szeged, Magyarország},
    author = {Yang, Zijian Győző},
    pages = {15--29}
}

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22
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3-day runs
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13
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summarization-nol-bart-hungarian huggingface.co is an AI model on huggingface.co that provides summarization-nol-bart-hungarian's model effect (), which can be used instantly with this NYTK summarization-nol-bart-hungarian model. huggingface.co supports a free trial of the summarization-nol-bart-hungarian model, and also provides paid use of the summarization-nol-bart-hungarian. Support call summarization-nol-bart-hungarian model through api, including Node.js, Python, http.

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