我需要通过 python Spacy Matcher 从 2 个列表中提取项目组合。问题如下:让我们有2个列表:
colors=['red','bright red','black','brown','dark brown']
animals=['fox','bear','hare','squirrel','wolf']
Run Code Online (Sandbox Code Playgroud)
我通过以下代码匹配序列:
first_color=[]
last_color=[]
only_first_color=[]
for color in colors:
if ' ' in color:
first_color.append(color.split(' ')[0])
last_color.append(color.split(' ')[1])
else:
only_first_color.append(color)
matcher = Matcher(nlp.vocab)
pattern1 = [{"TEXT": {"IN": only_first_color}},{"TEXT":{"IN": animals}}]
pattern2 = [{"TEXT": {"IN": first_color}},{"TEXT": {"IN": last_color}},{"TEXT":{"IN": animals}}]
matcher.add("ANIMALS", None, pattern1,pattern2)
doc = nlp('bright red fox met black wolf')
matches = matcher(doc)
for match_id, start, end in matches:
string_id = nlp.vocab.strings[match_id] # Get string representation
span = doc[start:end] # The matched …
Run Code Online (Sandbox Code Playgroud)