feat(spanish model): add the spanish noun chunker

This commit is contained in:
Francisco Aranda 2017-06-02 08:14:06 +02:00
parent cdaefae60a
commit 5b385e7d78

View File

@ -1,7 +1,7 @@
# coding: utf-8
from __future__ import unicode_literals
from ..parts_of_speech cimport NOUN, PROPN, PRON
from ..parts_of_speech cimport NOUN, PROPN, PRON, VERB, AUX
def english_noun_chunks(obj):
@ -66,4 +66,55 @@ def german_noun_chunks(obj):
yield word.left_edge.i, rbracket, np_label
CHUNKERS = {'en': english_noun_chunks, 'de': german_noun_chunks}
def es_noun_chunks(obj):
doc = obj.doc
np_label = doc.vocab.strings['NP']
left_labels = ['det', 'fixed', 'neg'] #['nunmod', 'det', 'appos', 'fixed']
right_labels = ['flat', 'fixed', 'compound', 'neg']
stop_labels = ['punct']
np_left_deps = [doc.vocab.strings[label] for label in left_labels]
np_right_deps = [doc.vocab.strings[label] for label in right_labels]
stop_deps = [doc.vocab.strings[label] for label in stop_labels]
def next_token(token):
try:
return token.nbor()
except:
return None
def noun_bounds(root):
def is_verb_token(token):
return token.pos in [VERB, AUX]
left_bound = root
for token in reversed(list(root.lefts)):
if token.dep in np_left_deps:
left_bound = token
right_bound = root
for token in root.rights:
if (token.dep in np_right_deps):
left, right = noun_bounds(token)
if list(filter(lambda t: is_verb_token(t) or t.dep in stop_deps, doc[left_bound.i: right.i])):
break
else:
right_bound = right
return left_bound, right_bound
token = doc[0]
while token and token.i < len(doc):
if token.pos in [PROPN, NOUN, PRON]:
left, right = noun_bounds(token)
yield left.i, right.i+1, np_label
token = right
token = next_token(token)
CHUNKERS = {'en': english_noun_chunks, 'de': german_noun_chunks, 'es': es_noun_chunks}