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NYTK/summarization-hi-mt5-base-hungarian
summarization-hi-mt5-base-hungarian is a summarization model from NYTK. Use it when you need a shorter version of a longer text. It is set up for transformers. The card lists the license as apache-2.0.
For further details, see or our demo site.
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From the Hugging Face model README
For further details, see or our demo site.
| Model | HI |
|---|---|
| mBART | 35.17/16.46/25.61 |
| mT5 | 33.30/15.97/24.65 |
| PEGASUS | 30.36/13.11/21.57 |
from transformers import pipeline
summarization = pipeline(task="summarization", model="NYTK/summarization-hi-mt5-base-hungarian")
print(summarization(f"summarize: {input_text}")[0]["summary_text"])
If you use this model, please cite the following paper:
@inproceedings {yang-multi-sum,
title = {{Többnyelvű modellek és PEGASUS finomhangolása magyar nyelvű absztraktív összefoglalás feladatára}},
booktitle = {XIX. Magyar Számítógépes Nyelvészeti Konferencia (MSZNY 2023)},
year = {2023},
publisher = {Szegedi Tudományegyetem, Informatikai Intézet},
address = {Szeged, Magyarország},
author = {Yang, Zijian Győző},
pages = {381--393}
}