from ..structs cimport TokenC from .doc cimport Doc from .span cimport Span from ..parts_of_speech cimport NOUN, PROPN, PRON def english(Span sent): cdef const TokenC* word strings = sent.doc.vocab.strings labels = ['nsubj', 'dobj', 'nsubjpass', 'pcomp', 'pobj', 'attr', 'root'] np_deps = [strings[label] for label in labels] conj = strings['conj'] np_label = strings['NP'] for i in range(sent.start, sent.end): word = &sent.doc.c[i] if word.pos == NOUN and word.dep in np_deps: yield Span(sent.doc, word.l_edge, i+1, label=np_label) elif word.pos == NOUN and word.dep == conj: head = word+word.head while head.dep == conj and head.head < 0: 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: yield Span(sent.doc, word.l_edge, i+1, label=np_label) def german(Span sent): # this function extracts spans headed by NOUNs starting from the left-most # syntactic dependent until the NOUN itself # for close apposition and measurement construction, the span is sometimes # extended to the right of the NOUN # example: "eine Tasse Tee" (a cup (of) tea) returns "eine Tasse Tee" and not # just "eine Tasse", same for "das Thema Familie" cdef const TokenC* word strings = sent.doc.vocab.strings labels = ['sb', 'oa', 'da', 'nk', 'mo', 'ag', 'root', 'cj', 'pd', 'og', 'app'] close_app = strings['nk'] np_deps = [strings[label] for label in labels] np_label = strings['NP'] for i in range(sent.start, sent.end): word = &sent.doc.c[i] if word.pos == NOUN and word.dep in np_deps: rbracket = i+1 # try to extend the span to the right # to capture close apposition/measurement constructions for rdep in sent.doc[i].rights: if rdep.pos == NOUN and rdep.dep == close_app: rbracket = rdep.i+1 yield Span(sent.doc, word.l_edge, rbracket, label=np_label)