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sentiment-ohb3-hubert-hungarian

NYTK / sentiment-ohb3-hubert-hungarian

Run on huggingface.co
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Total runs: 93
24-hour runs: 0
7-day runs: 17
30-day runs: 64
Model's Last Updated: August 22 2024
text-classification

Introduction of sentiment-ohb3-hubert-hungarian

Model Details of sentiment-ohb3-hubert-hungarian

Hungarian Aspect-based Sentiment Analysis with finetuned huBERT model

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

  • Pretrained model used: huBERT
  • Finetuned on OpinHuBank (OHB) Corpus
  • Labels: 0 (negative), 1 (neutral), 2 (positive)
  • Separator: [SEP]
Limitations
  • max_seq_length = 256
Results
Model OHB
huBERT 82.30
XLM-R 80.59
Usage with pipeline 
from transformers import pipeline

classification = pipeline(task="sentiment-analysis", model="NYTK/sentiment-ohb3-hubert-hungarian")
input_text = "Kovácsné Nagy Erzsébet [SEP] A Kovácsné Nagy Erzsébet nagyon jól érzi magát a Nokiánál, azonban a Németországból érkezett Kovács Péter nehezen boldogul a beilleszkedéssel."

print(classification(input_text)[0])
Citation

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

@inproceedings {yang-asent,
    title = {Neurális entitásorientált szentimentelemző alkalmazás magyar nyelvre},
    booktitle = {XIX. Magyar Számítógépes Nyelvészeti Konferencia (MSZNY 2023)},
    year = {2023},
    publisher = {Szegedi Tudományegyetem, Informatikai Intézet},
    address = {Szeged, Hungary},
    author = {Yang, Zijian Győző and Laki, László János},
    pages = {107--117}
}

Runs of NYTK sentiment-ohb3-hubert-hungarian on huggingface.co

93
Total runs
0
24-hour runs
1
3-day runs
17
7-day runs
64
30-day runs

More Information About sentiment-ohb3-hubert-hungarian huggingface.co Model

More sentiment-ohb3-hubert-hungarian license Visit here:

https://choosealicense.com/licenses/apache-2.0

sentiment-ohb3-hubert-hungarian huggingface.co

sentiment-ohb3-hubert-hungarian huggingface.co is an AI model on huggingface.co that provides sentiment-ohb3-hubert-hungarian's model effect (), which can be used instantly with this NYTK sentiment-ohb3-hubert-hungarian model. huggingface.co supports a free trial of the sentiment-ohb3-hubert-hungarian model, and also provides paid use of the sentiment-ohb3-hubert-hungarian. Support call sentiment-ohb3-hubert-hungarian model through api, including Node.js, Python, http.

sentiment-ohb3-hubert-hungarian huggingface.co Url

https://huggingface.co/NYTK/sentiment-ohb3-hubert-hungarian

NYTK sentiment-ohb3-hubert-hungarian online free

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NYTK sentiment-ohb3-hubert-hungarian online free url in huggingface.co:

https://huggingface.co/NYTK/sentiment-ohb3-hubert-hungarian

sentiment-ohb3-hubert-hungarian install

sentiment-ohb3-hubert-hungarian is an open source model from GitHub that offers a free installation service, and any user can find sentiment-ohb3-hubert-hungarian on GitHub to install. At the same time, huggingface.co provides the effect of sentiment-ohb3-hubert-hungarian install, users can directly use sentiment-ohb3-hubert-hungarian installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

sentiment-ohb3-hubert-hungarian install url in huggingface.co:

https://huggingface.co/NYTK/sentiment-ohb3-hubert-hungarian

Url of sentiment-ohb3-hubert-hungarian

sentiment-ohb3-hubert-hungarian huggingface.co Url

Provider of sentiment-ohb3-hubert-hungarian huggingface.co

NYTK
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