[英]spacy remove only org and person names
我写了下面的 function,它从文本中删除了所有命名实体。 我如何修改它以仅删除组织和人名? 我不想从下面的$6
中删除6
。 谢谢
import spacy
sp = spacy.load('en_core_web_sm')
def NER_removal(text):
document = sp(text)
text_no_namedentities = []
ents = [e.text for e in document.ents]
for item in document:
if item.text in ents:
pass
else:
text_no_namedentities.append(item.text)
return (" ".join(text_no_namedentities))
NER_removal("John loves to play at Sofi stadium at 6.00 PM and he earns $6")
'loves to play at stadium at 6.00 PM and he earns $'
我认为item.ent_type_
在这里会有用。
import spacy
sp = spacy.load('en_core_web_sm')
def NER_removal(text):
document = sp(text)
text_no_namedentities = []
# define ent types not to remove
ent_types_to_stay = ["MONEY"]
ents = [e.text for e in document.ents]
for item in document:
# add condition to leave defined ent types
if all((item.text in ents, item.ent_type_ not in ent_types_to_stay)):
pass
else:
text_no_namedentities.append(item.text)
return (" ".join(text_no_namedentities))
print(NER_removal("John loves to play at Sofi stadium at 6.00 PM and he earns $6"))
# loves to play at Sofi stadium at 6.00 PM and he earns $ 6
声明:本站的技术帖子网页,遵循CC BY-SA 4.0协议,如果您需要转载,请注明本站网址或者原文地址。任何问题请咨询:yoyou2525@163.com.