poltextlab / EngEmBERT8

huggingface.co
Total runs: 1.3K
24-hour runs: 0
7-day runs: 5
30-day runs: 54
Model's Last Updated: July 18 2025
text-classification

Introduction of EngEmBERT8

Model Details of EngEmBERT8

Model description Cased fine-tuned BERT model for English, trained on (manually annotated) Hungarian parliamentary speeches scraped from parlament.hu, and translated with Google Translate API.

Training The fine-tuned version of the original bert-base-cased model (bert-base-cased), trained on HunEmPoli corpus, translated with Google Translate API.

The model can be used as any other (cased) BERT model. It has been tested recognizing emotions at the sentence level in (parliamentary) pre-agenda speeches, where:

'Label_0': Neutral

'Label_1': Fear

'Label_2': Sadness

'Label_3': Anger

'Label_4': Disgust

'Label_5': Success

'Label_6': Joy

'Label_7': Trust

Eval results

              precision    recall  f1-score   support

       0       1.00      0.50      0.67        46
       1       0.00      0.00      0.00         4
       2       0.70      0.85      0.76       188
       3       0.50      0.09      0.15        11
       4       0.85      0.75      0.80       375
       5       0.78      0.93      0.84       335
       6       0.67      0.28      0.39        36
       7       0.00      0.00      0.00         4

accuracy                           0.79       999
macro avg       0.56      0.42     0.45       999
weighted avg    0.79      0.79     0.77       999

Runs of poltextlab EngEmBERT8 on huggingface.co

1.3K
Total runs
0
24-hour runs
5
3-day runs
5
7-day runs
54
30-day runs

More Information About EngEmBERT8 huggingface.co Model

More EngEmBERT8 license Visit here:

https://choosealicense.com/licenses/cc-by-4.0

EngEmBERT8 huggingface.co

EngEmBERT8 huggingface.co is an AI model on huggingface.co that provides EngEmBERT8's model effect (), which can be used instantly with this poltextlab EngEmBERT8 model. huggingface.co supports a free trial of the EngEmBERT8 model, and also provides paid use of the EngEmBERT8. Support call EngEmBERT8 model through api, including Node.js, Python, http.

poltextlab EngEmBERT8 online free

EngEmBERT8 huggingface.co is an online trial and call api platform, which integrates EngEmBERT8's modeling effects, including api services, and provides a free online trial of EngEmBERT8, you can try EngEmBERT8 online for free by clicking the link below.

poltextlab EngEmBERT8 online free url in huggingface.co:

https://huggingface.co/poltextlab/EngEmBERT8

EngEmBERT8 install

EngEmBERT8 is an open source model from GitHub that offers a free installation service, and any user can find EngEmBERT8 on GitHub to install. At the same time, huggingface.co provides the effect of EngEmBERT8 install, users can directly use EngEmBERT8 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

EngEmBERT8 install url in huggingface.co:

https://huggingface.co/poltextlab/EngEmBERT8

Url of EngEmBERT8

Provider of EngEmBERT8 huggingface.co

poltextlab
ORGANIZATIONS

Other API from poltextlab

huggingface.co

Total runs: 33
Run Growth: 6
Growth Rate: 18.18%
Updated:September 05 2026