poltextlab / EngEmBERT3

huggingface.co
Total runs: 1.2K
24-hour runs: 0
7-day runs: 1
30-day runs: -2
Model's Last Updated: July 18 2025
text-classification

Introduction of EngEmBERT3

Model Details of EngEmBERT3

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.

Intended uses & limitations The model can be used as any other (cased) BERT model. It has been tested recognizing positive, negative, and neutral sentences in (parliamentary) pre-agenda speeches, where:

'Label_0': Negative 'Label_1': Neutral 'Label_2': Positive

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

Intended uses & limitations: The model can be used as any other (cased) BERT model.

Eval results

              precision    recall  f1-score   support

         0       0.87      0.87      0.87      1118
         1       1.00      0.26      0.41        35
         2       0.78      0.82      0.80       748

  accuracy                           0.83      1901
  macro avg      0.88      0.65      0.69      1901
  weighted avg   0.84      0.83      0.83      1901

Runs of poltextlab EngEmBERT3 on huggingface.co

1.2K
Total runs
0
24-hour runs
-1
3-day runs
1
7-day runs
-2
30-day runs

More Information About EngEmBERT3 huggingface.co Model

More EngEmBERT3 license Visit here:

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

EngEmBERT3 huggingface.co

EngEmBERT3 huggingface.co is an AI model on huggingface.co that provides EngEmBERT3's model effect (), which can be used instantly with this poltextlab EngEmBERT3 model. huggingface.co supports a free trial of the EngEmBERT3 model, and also provides paid use of the EngEmBERT3. Support call EngEmBERT3 model through api, including Node.js, Python, http.

poltextlab EngEmBERT3 online free

EngEmBERT3 huggingface.co is an online trial and call api platform, which integrates EngEmBERT3's modeling effects, including api services, and provides a free online trial of EngEmBERT3, you can try EngEmBERT3 online for free by clicking the link below.

poltextlab EngEmBERT3 online free url in huggingface.co:

https://huggingface.co/poltextlab/EngEmBERT3

EngEmBERT3 install

EngEmBERT3 is an open source model from GitHub that offers a free installation service, and any user can find EngEmBERT3 on GitHub to install. At the same time, huggingface.co provides the effect of EngEmBERT3 install, users can directly use EngEmBERT3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

EngEmBERT3 install url in huggingface.co:

https://huggingface.co/poltextlab/EngEmBERT3

Url of EngEmBERT3

Provider of EngEmBERT3 huggingface.co

poltextlab
ORGANIZATIONS

Other API from poltextlab

huggingface.co

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