Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
@@ -14,14 +14,14 @@ patseer_stopwords=['a' , 'abaft' , 'abafter' , 'abaftest' , 'ability' , 'able' ,
|
|
14 |
#from sklearn.feature_extraction.text import CountVectorizer
|
15 |
from keybert import KeyBERT
|
16 |
kw_model=KeyBERT(model='AI-Growth-Lab/PatentSBERTa')
|
17 |
-
import yake
|
18 |
#vectorizer = CountVectorizer(ngram_range=(1, 3), stop_words=patseer_stopwords)
|
19 |
-
kw_extractor=yake.KeywordExtractor(top=50)
|
20 |
-
candidates=kw_extractor.extract_keywords(text)
|
21 |
-
candidates=[candidate[0] for candidate in candidates]
|
22 |
from keyphrase_vectorizers import KeyphraseCountVectorizer
|
23 |
vectorizer=KeyphraseCountVectorizer(stop_words=patseer_stopwords)
|
24 |
-
keywords=kw_model.extract_keywords(text,
|
25 |
|
26 |
if keywords != []:
|
27 |
st.info("Extracted keywords")
|
|
|
14 |
#from sklearn.feature_extraction.text import CountVectorizer
|
15 |
from keybert import KeyBERT
|
16 |
kw_model=KeyBERT(model='AI-Growth-Lab/PatentSBERTa')
|
17 |
+
#import yake
|
18 |
#vectorizer = CountVectorizer(ngram_range=(1, 3), stop_words=patseer_stopwords)
|
19 |
+
#kw_extractor=yake.KeywordExtractor(top=50)
|
20 |
+
#candidates=kw_extractor.extract_keywords(text)
|
21 |
+
#candidates=[candidate[0] for candidate in candidates]
|
22 |
from keyphrase_vectorizers import KeyphraseCountVectorizer
|
23 |
vectorizer=KeyphraseCountVectorizer(stop_words=patseer_stopwords)
|
24 |
+
keywords=kw_model.extract_keywords(text,keyphrase_ngram_range=(1, 3),top_n=50,vectorizer=KeyphraseCountVectorizer())
|
25 |
|
26 |
if keywords != []:
|
27 |
st.info("Extracted keywords")
|