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TNER
non-profit
Research interests
State-of-the-art named entity recognition models across diverse domains.
Team members 5
Organization Card
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Hosting models and datasets for T-NER, which is a python tool for language model fine-tuning on named-entity-recognition (NER) implemented in pytorch, available via pip.
Install tner via pip,
pip install tner
and play with NER models.
from tner import TransformersNER
model = TransformersNER('tner/roberta-large-conll2003')
output = model.prediction(["Jacob Collier is a Grammy awarded artist from London"])
See more information bellow.
- - GitHub: https://github.com/asahi417/tner
- - Model List: https://github.com/asahi417/tner/blob/master/MODEL_CARD.md
- - Dataset List: https://github.com/asahi417/tner/blob/master/DATASET_CARD.md
- - Paper: T-NER (EACL 2021 demo), TweetNER7 (AACL 2022 long paper)
spaces
2
models
114

tner/deberta-v3-large-btc
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21
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1

tner/twitter-roberta-base-dec2021-tweetner7-random
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1.56k
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2

tner/twitter-roberta-base-dec2021-tweetner7-continuous
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10

tner/twitter-roberta-base-dec2021-tweetner7-all
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46

tner/twitter-roberta-base-dec2021-tweetner7-2021
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25

tner/twitter-roberta-base-dec2021-tweetner7-2020
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22

tner/twitter-roberta-base-dec2020-tweetner7-random
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22

tner/twitter-roberta-base-dec2020-tweetner7-continuous
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4

tner/twitter-roberta-base-dec2020-tweetner7-all
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22

tner/twitter-roberta-base-dec2020-tweetner7-2021
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24
datasets
16
tner/tweebank_ner
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53
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2
tner/btc
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16
tner/tweetner7
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504
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1
tner/multinerd
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373
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3
tner/label2id
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1
tner/wikineural
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170
tner/wikiann
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1.25k
tner/ttc_dummy
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1
tner/fin
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260
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2
tner/mit_restaurant
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525