Adds function to extract french noun chunks

This commit is contained in:
Tpt 2017-06-12 15:20:49 +02:00
parent 49026a1346
commit 57e8254f63

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@ -110,5 +110,35 @@ def es_noun_chunks(obj):
token = next_token(token)
def french_noun_chunks(obj):
labels = ['nsubj', 'nsubj:pass', 'obj', 'iobj', 'ROOT', 'appos', 'nmod', 'nmod:poss']
doc = obj.doc # Ensure works on both Doc and Span.
np_deps = [doc.vocab.strings[label] for label in labels]
conj = doc.vocab.strings.add('conj')
np_label = doc.vocab.strings.add('NP')
seen = set()
for i, word in enumerate(obj):
if word.pos not in (NOUN, PROPN, PRON):
continue
# Prevent nested chunks from being produced
if word.i in seen:
continue
if word.dep in np_deps:
if any(w.i in seen for w in word.subtree):
continue
seen.update(j for j in range(word.left_edge.i, word.right_edge.i+1))
yield word.left_edge.i, word.right_edge.i+1, np_label
elif word.dep == conj:
head = word.head
while head.dep == conj and head.head.i < head.i:
head = head.head
# If the head is an NP, and we're coordinated to it, we're an NP
if head.dep in np_deps:
if any(w.i in seen for w in word.subtree):
continue
seen.update(j for j in range(word.left_edge.i, word.right_edge.i+1))
yield word.left_edge.i, word.right_edge.i+1, np_label
CHUNKERS = {'en': english_noun_chunks, 'de': german_noun_chunks,
'es': es_noun_chunks}
'es': es_noun_chunks, 'fr': french_noun_chunks}