Task
Token Classification
R
tner/roberta-large-tweetner7-all
Token Classification·tner· 154.8K· 1
This model is a fine-tuned version of roberta-large on the tner/tweetner7 dataset (trainall split). Model fine-tuning is done via T-NER's hyper-parameter search (see the repository for more detail). It achieves the following results on the test set of 2021: - F1 (micro): 0.6574551220340903 - Precision (micro): 0.644212629008989 - Recall (micro): 0.6712534690101758 - F1 (macro): 0.6124665667529737
# pull & run locally
pip install mlforge-sdk && mlforge pull tner/roberta-large-tweetner7-all
pip install mlforge-sdk && mlforge pull tner/roberta-large-tweetner7-all
Model details
Provider
tner
Framework
transformers
Size
5.3 GB
Downloads
154.8K
Likes
1
Updated
2022-09-27
About tner/roberta-large-tweetner7-all
This model is a fine-tuned version of roberta-large on the tner/tweetner7 dataset (trainall split). Model fine-tuning is done via T-NER's hyper-parameter search (see the repository for more detail). It achieves the following results on the test set of 2021: - F1 (micro): 0.6574551220340903 - Precision (micro): 0.644212629008989 - Recall (micro): 0.6712534690101758 - F1 (macro): 0.6124665667529737 - Precision (macro): 0.6005167968535563 - Recall (macro): 0.625251837701222
Related Token Classification
I
w11wo/indonesian-roberta-base-posp-tagger
2.8M 10
🤗 HF
B
dslim/bert-base-NER
1.8M 718
🤗 HF
S
StanfordAIMI/stanford-deidentifier-base
1.3M 81
🤗 HF
W
Babelscape/wikineural-multilingual-ner
889.1K 165
🤗 HF
F
oliverguhr/fullstop-punctuation-multilang-large
648.8K 178
🤗 HF
X
Davlan/xlm-roberta-large-ner-hrl
639.9K 15
🤗 HF