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bert-base-multilingual-cased-pos-english

QCRI / bert-base-multilingual-cased-pos-english

Run on huggingface.co
huggingface.co
Total runs: 731
24-hour runs: 4
7-day runs: 31
30-day runs: -36
Model's Last Updated: January 25 2023
token-classification

Introduction of bert-base-multilingual-cased-pos-english

Model Details of bert-base-multilingual-cased-pos-english

BERT-base-multilingual-cased finetuned for Part-of-Speech tagging

This is a multilingual BERT model fine tuned for part-of-speech tagging for English. It is trained using the Penn TreeBank (Marcus et al., 1993) and achieves an F1-score of 96.69.

Usage

A transformers pipeline can be used to run the model: 

from transformers import AutoTokenizer, AutoModelForTokenClassification, TokenClassificationPipeline

model_name = "QCRI/bert-base-multilingual-cased-pos-english"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForTokenClassification.from_pretrained(model_name)

pipeline = TokenClassificationPipeline(model=model, tokenizer=tokenizer)
outputs = pipeline("A test example")
print(outputs)
Citation

This model was used for all the part-of-speech tagging based results in Analyzing Encoded Concepts in Transformer Language Models , published at NAACL'22. If you find this model useful for your own work, please use the following citation: 

@inproceedings{sajjad-NAACL,
  title={Analyzing Encoded Concepts in Transformer Language Models},
  author={Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Firoj Alam, Abdul Rafae Khan and Jia Xu},
  booktitle={North American Chapter of the Association of Computational Linguistics: Human Language Technologies (NAACL)},
  series={NAACL~'22},
  year={2022},
  address={Seattle}
}

Runs of QCRI bert-base-multilingual-cased-pos-english on huggingface.co

731
Total runs
4
24-hour runs
4
3-day runs
31
7-day runs
-36
30-day runs

More Information About bert-base-multilingual-cased-pos-english huggingface.co Model

More bert-base-multilingual-cased-pos-english license Visit here:

https://choosealicense.com/licenses/cc-by-nc-3.0

bert-base-multilingual-cased-pos-english huggingface.co

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

bert-base-multilingual-cased-pos-english huggingface.co Url

https://huggingface.co/QCRI/bert-base-multilingual-cased-pos-english

QCRI bert-base-multilingual-cased-pos-english online free

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

QCRI bert-base-multilingual-cased-pos-english online free url in huggingface.co:

https://huggingface.co/QCRI/bert-base-multilingual-cased-pos-english

bert-base-multilingual-cased-pos-english install

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

bert-base-multilingual-cased-pos-english install url in huggingface.co:

https://huggingface.co/QCRI/bert-base-multilingual-cased-pos-english

Url of bert-base-multilingual-cased-pos-english

bert-base-multilingual-cased-pos-english huggingface.co Url

Provider of bert-base-multilingual-cased-pos-english huggingface.co

QCRI
ORGANIZATIONS
huggingface.co

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