mirror of
https://github.com/explosion/spaCy.git
synced 2024-09-21 11:29:13 +03:00
67 lines
1.8 KiB
Cython
67 lines
1.8 KiB
Cython
# coding: utf8
|
|
from __future__ import unicode_literals
|
|
|
|
from .syntax.parser cimport Parser
|
|
from .syntax.beam_parser cimport BeamParser
|
|
from .syntax.ner cimport BiluoPushDown
|
|
from .syntax.arc_eager cimport ArcEager
|
|
from .tagger import Tagger
|
|
|
|
# TODO: The disorganization here is pretty embarrassing. At least it's only
|
|
# internals.
|
|
from .syntax.parser import get_templates as get_feature_templates
|
|
from .attrs import DEP, ENT_TYPE
|
|
|
|
|
|
cdef class EntityRecognizer(Parser):
|
|
"""
|
|
Annotate named entities on Doc objects.
|
|
"""
|
|
TransitionSystem = BiluoPushDown
|
|
|
|
feature_templates = get_feature_templates('ner')
|
|
|
|
def add_label(self, label):
|
|
Parser.add_label(self, label)
|
|
if isinstance(label, basestring):
|
|
label = self.vocab.strings[label]
|
|
|
|
|
|
cdef class BeamEntityRecognizer(BeamParser):
|
|
"""
|
|
Annotate named entities on Doc objects.
|
|
"""
|
|
TransitionSystem = BiluoPushDown
|
|
|
|
feature_templates = get_feature_templates('ner')
|
|
|
|
def add_label(self, label):
|
|
Parser.add_label(self, label)
|
|
if isinstance(label, basestring):
|
|
label = self.vocab.strings[label]
|
|
|
|
|
|
cdef class DependencyParser(Parser):
|
|
TransitionSystem = ArcEager
|
|
|
|
feature_templates = get_feature_templates('basic')
|
|
|
|
def add_label(self, label):
|
|
Parser.add_label(self, label)
|
|
if isinstance(label, basestring):
|
|
label = self.vocab.strings[label]
|
|
|
|
|
|
cdef class BeamDependencyParser(BeamParser):
|
|
TransitionSystem = ArcEager
|
|
|
|
feature_templates = get_feature_templates('basic')
|
|
|
|
def add_label(self, label):
|
|
Parser.add_label(self, label)
|
|
if isinstance(label, basestring):
|
|
label = self.vocab.strings[label]
|
|
|
|
|
|
__all__ = [Tagger, DependencyParser, EntityRecognizer, BeamDependencyParser, BeamEntityRecognizer]
|