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named-entity-recognition-nerkor-hubert-hungarian

NYTK / named-entity-recognition-nerkor-hubert-hungarian

Run on huggingface.co
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Total runs: 4.5K
24-hour runs: 0
7-day runs: 1.1K
30-day runs: 3.7K
Model's Last Updated: January 12 2023
token-classification

Introduction of named-entity-recognition-nerkor-hubert-hungarian

Model Details of named-entity-recognition-nerkor-hubert-hungarian

Hungarian Named Entity Recognition Model with huBERT

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

  • Pretrained model used: SZTAKI-HLT/hubert-base-cc
  • Finetuned on NYTK-NerKor
  • NE categories are: PER, LOC, MISC, ORG
Limitations
  • max_seq_length = 128
Results

F-score: 90.18%

Usage with pipeline 
from transformers import pipeline

ner = pipeline(task="ner", model="NYTK/named-entity-recognition-nerkor-hubert-hungarian")
input_text = "A Kovácsné Nagy Erzsébet nagyon jól érzi magát a Nokiánál, azonban a Németországból érkezett Kovács Péter nehezen boldogul a beilleszkedéssel."

print(ner(input_text, aggregation_strategy="simple"))
Citation

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

@inproceedings {yang-language-models,
    title = {Training language models with low resources: RoBERTa, BART and ELECTRA experimental models for Hungarian},
    booktitle = {Proceedings of 12th IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2021)},
    year = {2021},
    publisher = {IEEE},
    address = {Online},
    author = {Yang, Zijian Győző and Váradi, Tamás},
    pages = {279--285}
}

Runs of NYTK named-entity-recognition-nerkor-hubert-hungarian on huggingface.co

4.5K
Total runs
0
24-hour runs
349
3-day runs
1.1K
7-day runs
3.7K
30-day runs

More Information About named-entity-recognition-nerkor-hubert-hungarian huggingface.co Model

More named-entity-recognition-nerkor-hubert-hungarian license Visit here:

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

named-entity-recognition-nerkor-hubert-hungarian huggingface.co

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

named-entity-recognition-nerkor-hubert-hungarian huggingface.co Url

https://huggingface.co/NYTK/named-entity-recognition-nerkor-hubert-hungarian

NYTK named-entity-recognition-nerkor-hubert-hungarian online free

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

NYTK named-entity-recognition-nerkor-hubert-hungarian online free url in huggingface.co:

https://huggingface.co/NYTK/named-entity-recognition-nerkor-hubert-hungarian

named-entity-recognition-nerkor-hubert-hungarian install

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

named-entity-recognition-nerkor-hubert-hungarian install url in huggingface.co:

https://huggingface.co/NYTK/named-entity-recognition-nerkor-hubert-hungarian

Url of named-entity-recognition-nerkor-hubert-hungarian

named-entity-recognition-nerkor-hubert-hungarian huggingface.co Url

Provider of named-entity-recognition-nerkor-hubert-hungarian huggingface.co

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