Skip to content
GitLab
Menu
Projects
Groups
Snippets
Loading...
Help
Help
Support
Community forum
Keyboard shortcuts
?
Submit feedback
Contribute to GitLab
Sign in / Register
Toggle navigation
Menu
Open sidebar
chenpangpang
transformers
Commits
41cd031c
"git@developer.sourcefind.cn:chenpangpang/transformers.git" did not exist on "4bcc35cd693cc0f62d2b4853cd8a5db8608a4abd"
Unverified
Commit
41cd031c
authored
Nov 06, 2020
by
Karthik Uppuluri
Committed by
GitHub
Nov 06, 2020
Browse files
Create README.md (#8169)
parent
f932ddef
Changes
1
Hide whitespace changes
Inline
Side-by-side
Showing
1 changed file
with
36 additions
and
0 deletions
+36
-0
model_cards/kuppuluri/telugu_bertu_pos/README.md
model_cards/kuppuluri/telugu_bertu_pos/README.md
+36
-0
No files found.
model_cards/kuppuluri/telugu_bertu_pos/README.md
0 → 100644
View file @
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
Write
Preview
Markdown
is supported
0%
Try again
or
attach a new file
.
Attach a file
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Cancel
Please
register
or
sign in
to comment