Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -1,31 +1,18 @@
|
|
| 1 |
import gradio as gr
|
| 2 |
from simpletransformers.ner import NERModel
|
| 3 |
import string
|
| 4 |
-
|
| 5 |
-
"B-FOOD_QUANTITY",
|
| 6 |
-
|
| 7 |
-
"B-FOOD",
|
| 8 |
-
"I-FOOD",
|
| 9 |
-
"B-FOOD_INGREDIENTS",
|
| 10 |
-
"I-FOOD_INGREDIENTS",
|
| 11 |
-
"B-DRINK_SIZE",
|
| 12 |
-
"B-DRINK_QUANTITY",
|
| 13 |
-
"B-DRINK",
|
| 14 |
-
"B-PAYMENT",
|
| 15 |
-
"I-PAYMENT",
|
| 16 |
-
"B-DELIVERY_ADDRESS",
|
| 17 |
-
"I-DRINK_SIZE",
|
| 18 |
-
"I-DRINK",
|
| 19 |
-
"I-FOOD_SIZE",
|
| 20 |
-
"I-ING",
|
| 21 |
-
"I-DELIVERY_ADDRESS"]
|
| 22 |
model = NERModel(
|
| 23 |
-
"
|
| 24 |
-
"bgk/
|
| 25 |
use_cuda=False,
|
| 26 |
ignore_mismatched_sizes=True
|
| 27 |
)
|
| 28 |
-
|
|
|
|
|
|
|
| 29 |
def ner(text):
|
| 30 |
trans_table = text.maketrans('', '', string.punctuation)
|
| 31 |
text = text.translate(trans_table)
|
|
@@ -42,8 +29,10 @@ def ner(text):
|
|
| 42 |
entities.extend([(label, v)])
|
| 43 |
|
| 44 |
return entities # prediction
|
|
|
|
| 45 |
demo = gr.Interface(ner,
|
| 46 |
gr.Textbox(placeholder="Enter sentence here..."),
|
| 47 |
gr.HighlightedText(),
|
| 48 |
examples=examples)
|
|
|
|
| 49 |
demo.launch()
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
from simpletransformers.ner import NERModel
|
| 3 |
import string
|
| 4 |
+
|
| 5 |
+
labels = ["O", "B-FOOD_QUANTITY", "B-FOOD_SIZE", "B-FOOD", "I-FOOD", "B-FOOD_INGREDIENTS", "I-FOOD_INGREDIENTS", "B-DRINK_SIZE", "B-DRINK_QUANTITY", "B-DRINK", "B-PAYMENT", "I-PAYMENT", "B-DELIVERY_ADDRESS", "I-DRINK_SIZE", "I-DRINK", "I-FOOD_SIZE", "I-ING", "I-DELIVERY_ADDRESS"]
|
| 6 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7 |
model = NERModel(
|
| 8 |
+
"roberta",
|
| 9 |
+
"bgk/berteng", labels=labels,
|
| 10 |
use_cuda=False,
|
| 11 |
ignore_mismatched_sizes=True
|
| 12 |
)
|
| 13 |
+
|
| 14 |
+
examples=[['I want two hamburgers and one sprite and one milkshake send it to my workplace' ], [' I want to order two large pizzas, two medium coke, send it to my home, I will pay with cash' ]]
|
| 15 |
+
|
| 16 |
def ner(text):
|
| 17 |
trans_table = text.maketrans('', '', string.punctuation)
|
| 18 |
text = text.translate(trans_table)
|
|
|
|
| 29 |
entities.extend([(label, v)])
|
| 30 |
|
| 31 |
return entities # prediction
|
| 32 |
+
|
| 33 |
demo = gr.Interface(ner,
|
| 34 |
gr.Textbox(placeholder="Enter sentence here..."),
|
| 35 |
gr.HighlightedText(),
|
| 36 |
examples=examples)
|
| 37 |
+
|
| 38 |
demo.launch()
|