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sentiment-hts5-hubert-hungarian

NYTK / sentiment-hts5-hubert-hungarian

Run on huggingface.co
huggingface.co
Total runs: 137
24-hour runs: 0
7-day runs: -27
30-day runs: 8
Model's Last Updated: August 22 2024
text-classification

Introduction of sentiment-hts5-hubert-hungarian

Model Details of sentiment-hts5-hubert-hungarian

Hungarian Sentence-level 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 Hungarian Twitter Sentiment (HTS) Corpus
  • Labels: 0 (very negative), 1 (negative), 2 (neutral), 3 (positive), 4 (very positive)
Limitations
  • max_seq_length = 128
Results
Model HTS2 HTS5
huBERT 85.56 68.99
XLM-RoBERTa 85.56 66.50
Citation

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

@inproceedings {yang-sentiment,
    title = {Improving Performance of Sentence-level Sentiment Analysis with Data Augmentation Methods},
    booktitle = {Proceedings of 12th IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2021)},
    year = {2021},
    publisher = {IEEE},
    address = {Online},
    author = {Laki, László and Yang, Zijian Győző}
    pages = {417--422}
}

Runs of NYTK sentiment-hts5-hubert-hungarian on huggingface.co

137
Total runs
0
24-hour runs
-12
3-day runs
-27
7-day runs
8
30-day runs

More Information About sentiment-hts5-hubert-hungarian huggingface.co Model

More sentiment-hts5-hubert-hungarian license Visit here:

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

sentiment-hts5-hubert-hungarian huggingface.co

sentiment-hts5-hubert-hungarian huggingface.co is an AI model on huggingface.co that provides sentiment-hts5-hubert-hungarian's model effect (), which can be used instantly with this NYTK sentiment-hts5-hubert-hungarian model. huggingface.co supports a free trial of the sentiment-hts5-hubert-hungarian model, and also provides paid use of the sentiment-hts5-hubert-hungarian. Support call sentiment-hts5-hubert-hungarian model through api, including Node.js, Python, http.

sentiment-hts5-hubert-hungarian huggingface.co Url

https://huggingface.co/NYTK/sentiment-hts5-hubert-hungarian

NYTK sentiment-hts5-hubert-hungarian online free

sentiment-hts5-hubert-hungarian huggingface.co is an online trial and call api platform, which integrates sentiment-hts5-hubert-hungarian's modeling effects, including api services, and provides a free online trial of sentiment-hts5-hubert-hungarian, you can try sentiment-hts5-hubert-hungarian online for free by clicking the link below.

NYTK sentiment-hts5-hubert-hungarian online free url in huggingface.co:

https://huggingface.co/NYTK/sentiment-hts5-hubert-hungarian

sentiment-hts5-hubert-hungarian install

sentiment-hts5-hubert-hungarian is an open source model from GitHub that offers a free installation service, and any user can find sentiment-hts5-hubert-hungarian on GitHub to install. At the same time, huggingface.co provides the effect of sentiment-hts5-hubert-hungarian install, users can directly use sentiment-hts5-hubert-hungarian installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

sentiment-hts5-hubert-hungarian install url in huggingface.co:

https://huggingface.co/NYTK/sentiment-hts5-hubert-hungarian

Url of sentiment-hts5-hubert-hungarian

sentiment-hts5-hubert-hungarian huggingface.co Url

Provider of sentiment-hts5-hubert-hungarian huggingface.co

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