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	Adding noun_chunks to the Swedish language model (sv) (#4422)
* Create syntax_iterators.py Replica of spacy/lang/fr/syntax_iterators.py * Added import statements for SYNTAX_ITERATORS * Create gustavengstrom.md * Added "dobj" to list of labels in noun_chunks method and a test_noun_chunks method to the Swedish language model. * Delete README-checkpoint.md Co-authored-by: Gustav <gustav@davcon.se> Co-authored-by: Ines Montani <ines@ines.io>
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							|  | @ -0,0 +1,106 @@ | ||||||
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|  | ## Contributor Details | ||||||
|  | 
 | ||||||
|  | | Field                          | Entry                | | ||||||
|  | |------------------------------- | -------------------- | | ||||||
|  | | Name                           | Gustav Engström      | | ||||||
|  | | Company name (if applicable)   | Davcon               | | ||||||
|  | | Title or role (if applicable)  | Data scientis        | | ||||||
|  | | Date                           | 2019-10-10           | | ||||||
|  | | GitHub username                | gustavengstrom       | | ||||||
|  | | Website (optional)             |                      | | ||||||
|  | @ -14,6 +14,7 @@ from ..norm_exceptions import BASE_NORMS | ||||||
| from ...language import Language | from ...language import Language | ||||||
| from ...attrs import LANG, NORM | from ...attrs import LANG, NORM | ||||||
| from ...util import update_exc, add_lookups | from ...util import update_exc, add_lookups | ||||||
|  | from .syntax_iterators import SYNTAX_ITERATORS | ||||||
| 
 | 
 | ||||||
| 
 | 
 | ||||||
| class SwedishDefaults(Language.Defaults): | class SwedishDefaults(Language.Defaults): | ||||||
|  | @ -29,6 +30,7 @@ class SwedishDefaults(Language.Defaults): | ||||||
|     suffixes = TOKENIZER_SUFFIXES |     suffixes = TOKENIZER_SUFFIXES | ||||||
|     stop_words = STOP_WORDS |     stop_words = STOP_WORDS | ||||||
|     morph_rules = MORPH_RULES |     morph_rules = MORPH_RULES | ||||||
|  |     syntax_iterators = SYNTAX_ITERATORS | ||||||
| 
 | 
 | ||||||
| 
 | 
 | ||||||
| class Swedish(Language): | class Swedish(Language): | ||||||
|  |  | ||||||
							
								
								
									
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|  | # coding: utf8 | ||||||
|  | from __future__ import unicode_literals | ||||||
|  | 
 | ||||||
|  | from ...symbols import NOUN, PROPN, PRON | ||||||
|  | 
 | ||||||
|  | 
 | ||||||
|  | def noun_chunks(obj): | ||||||
|  |     """ | ||||||
|  |     Detect base noun phrases from a dependency parse. Works on both Doc and Span. | ||||||
|  |     """ | ||||||
|  |     labels = [ | ||||||
|  |         "nsubj", | ||||||
|  |         "nsubj:pass", | ||||||
|  |         "dobj", | ||||||
|  |         "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 | ||||||
|  | 
 | ||||||
|  | 
 | ||||||
|  | SYNTAX_ITERATORS = {"noun_chunks": noun_chunks} | ||||||
							
								
								
									
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							|  | @ -0,0 +1,48 @@ | ||||||
|  | # coding: utf-8 | ||||||
|  | from __future__ import unicode_literals | ||||||
|  | 
 | ||||||
|  | import pytest | ||||||
|  | from spacy.lang.sv.syntax_iterators import SYNTAX_ITERATORS | ||||||
|  | from ...util import get_doc | ||||||
|  | 
 | ||||||
|  | SV_NP_TEST_EXAMPLES = [ | ||||||
|  |     ( | ||||||
|  |         "En student läste en bok",  # A student read a book | ||||||
|  |         ["DET", "NOUN", "VERB", "DET", "NOUN"], | ||||||
|  |         ["det", "nsubj", "ROOT", "det", "dobj"], | ||||||
|  |         [1, 1, 0, 1, -2], | ||||||
|  |         ["En student", "en bok"], | ||||||
|  |     ), | ||||||
|  |     ( | ||||||
|  |         "Studenten läste den bästa boken.",  # The student read the best book | ||||||
|  |         ["NOUN", "VERB", "DET", "ADJ", "NOUN", "PUNCT"], | ||||||
|  |         ["nsubj", "ROOT", "det", "amod", "dobj", "punct"], | ||||||
|  |         [1, 0, 2, 1, -3, -4], | ||||||
|  |         ["Studenten", "den bästa boken"], | ||||||
|  |     ), | ||||||
|  |     ( | ||||||
|  |         "De samvetslösa skurkarna hade stulit de största juvelerna på söndagen",  # The remorseless crooks had stolen the largest jewels that sunday | ||||||
|  |         ["DET", "ADJ", "NOUN", "VERB", "VERB", "DET", "ADJ", "NOUN", "ADP", "NOUN"], | ||||||
|  |         ["det", "amod", "nsubj", "aux", "root", "det", "amod", "dobj", "case", "nmod"], | ||||||
|  |         [2, 1, 2, 1, 0, 2, 1, -3, 1, -5], | ||||||
|  |         ["De samvetslösa skurkarna", "de största juvelerna", "på söndagen"], | ||||||
|  |     ), | ||||||
|  | ] | ||||||
|  | 
 | ||||||
|  | 
 | ||||||
|  | @pytest.mark.parametrize( | ||||||
|  |     "text,pos,deps,heads,expected_noun_chunks", SV_NP_TEST_EXAMPLES | ||||||
|  | ) | ||||||
|  | def test_sv_noun_chunks(sv_tokenizer, text, pos, deps, heads, expected_noun_chunks): | ||||||
|  |     tokens = sv_tokenizer(text) | ||||||
|  | 
 | ||||||
|  |     assert len(heads) == len(pos) | ||||||
|  |     doc = get_doc( | ||||||
|  |         tokens.vocab, words=[t.text for t in tokens], heads=heads, deps=deps, pos=pos | ||||||
|  |     ) | ||||||
|  | 
 | ||||||
|  |     noun_chunks = list(doc.noun_chunks) | ||||||
|  |     assert len(noun_chunks) == len(expected_noun_chunks) | ||||||
|  |     for i, np in enumerate(noun_chunks): | ||||||
|  |         assert np.text == expected_noun_chunks[i] | ||||||
|  | 
 | ||||||
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