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chenpangpang
transformers
Commits
41cd031c
Unverified
Commit
41cd031c
authored
Nov 06, 2020
by
Karthik Uppuluri
Committed by
GitHub
Nov 06, 2020
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Create README.md (#8169)
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41cd031c
# Part of Speech tagging Model for Telugu
#### How to use
```
python
from
simpletransformers.ner
import
NERModel
model
=
NERModel
(
'bert'
,
'kuppuluri/telugu_bertu_pos'
,
args
=
{
"use_multiprocessing"
:
False
},
labels
=
[
'QC'
,
'JJ'
,
'NN'
,
'QF'
,
'RDP'
,
'O'
,
'NNO'
,
'PRP'
,
'RP'
,
'VM'
,
'WQ'
,
'PSP'
,
'UT'
,
'CC'
,
'INTF'
,
'SYMP'
,
'NNP'
,
'INJ'
,
'SYM'
,
'CL'
,
'QO'
,
'DEM'
,
'RB'
,
'NST'
,
],
use_cuda
=
False
)
text
=
"విరాట్ కోహ్లీ కూడా అదే నిర్లక్ష్యాన్ని ప్రదర్శించి కేవలం ఒక పరుగుకే రనౌటై పెవిలియన్ చేరాడు ."
results
=
model
.
predict
([
text
])
```
## Training data
Training data is from https://github.com/anikethjr/NER_Telugu
## Eval results
On the test set my results were
eval_loss = 0.0036797842364565416
f1_score = 0.9983795127912227
precision = 0.9984325602401637
recall = 0.9983264709788816
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