poltextlab / emBERT

huggingface.co
Total runs: 33
24-hour runs: 0
7-day runs: 0
30-day runs: 6
Model's Last Updated: September 05 2026
text-classification

Introduction of emBERT

Model Details of emBERT

[README UNDER CONSTRUCTION]

emBert is a Hungarian text classification model, aimed at classifying 7 possible emotions and a neutral state. The model uses huBERT tokenizer, and was fine-tuned on a huBERT base model with a proprietary database of Hungarian online news site sentences. The sentences for the fine-tuning set were classified manually by experts in a double-blind manner. Inconsistencies were dealt with manually. The results of the fine-tuning validation were:

emotion precision recall f1-score
0 - Anger 0.70 0.74 0.72
1 - Disgust 0.72 0.73 0.73
2 - Fear 0.61 0.47 0.53
3 - Happiness 0.38 0.37 0.38
4 - Neutral 0.65 0.62 0.63
5 - Sad 0.74 0.72 0.73
6 - Successful 0.79 0.81 0.80
7 - Trustful 0.76 0.78 0.77
weighted avg 0.73 0.74 0.73
Accuracy reached 74%.

The emotions are based on Plutchik 1980 , with anticipation substituted with neutral.

Proper use of the model:

from transformers import AutoTokenizer, AutoModelForSequenceClassification

tokenizer = AutoTokenizer.from_pretrained("SZTAKI-HLT/hubert-base-cc")

model = AutoModelForSequenceClassification.from_pretrained("poltextlab/emBERT")

The model was created by György Márk Kis, Orsolya Ring, Miklós Sebők of the Center for Social Sciences.

Runs of poltextlab emBERT on huggingface.co

33
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
6
30-day runs

More Information About emBERT huggingface.co Model

emBERT huggingface.co

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

poltextlab emBERT online free

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

poltextlab emBERT online free url in huggingface.co:

https://huggingface.co/poltextlab/emBERT

emBERT install

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

emBERT install url in huggingface.co:

https://huggingface.co/poltextlab/emBERT

Url of emBERT

Provider of emBERT huggingface.co

poltextlab
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