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DeBERTaCMV1spanTagger
RJ3vans/DeBERTaCMV1spanTagger
DeBERTaCMV1spanTagger is a token classification model from RJ3vans. Use it when you need labels on individual words, such as names. It is set up for transformers.
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At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- deberta-v2
- Access
- Public
- Created
- Jul 19, 2022
- Updated
- Apr 19, 2024
- SHA
- 38b31abd
Try a prompt
Model card
From the Hugging Face model README
Try the test sentence:
John had been rushing to the shops [and] has forgotten his hat, I thought.
Please note that it is necessary for you to highlight the verb phrase coordinator "and" using square brackets. When deployed in a text simplification method, this sign tagging step can be performed using the model at https://huggingface.co/RJ3vans/SignTagger.
The model should tag the tokens in the sentence with information about whether or not they are contained within a compound verb phrase. If you find the model useful, please cite my thesis which presents the dataset used for finetuning:
Evans, R. (2020) Sentence Simplification for Text Processing. Doctoral thesis. University of Wolverhampton. Wolverhampton, UK. (https://rj3vans.github.io/Evans2020_SentenceSimplificationForTextProcessing.pdf)
There you will find more information about the tagging scheme.
The model was derived using code adapted from an original program written by Dr. Le An Ha at the University of Wolverhampton.
- Task
- Token Classification
- Library
- transformers
- Type
- deberta-v2
- Created
- Jul 19, 2022
- Updated
- Apr 19, 2024