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Add support for Vietnamese in spaCy by leveraging Pyvi, an external Vietnamese tokenizer (#2155)
* support for Vietnamese * Contributor Agreement for adding Vietnamese support on spaCy
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# spaCy contributor agreement
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This spaCy Contributor Agreement (**"SCA"**) is based on the
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[Oracle Contributor Agreement](http://www.oracle.com/technetwork/oca-405177.pdf).
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The SCA applies to any contribution that you make to any product or project
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managed by us (the **"project"**), and sets out the intellectual property rights
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you grant to us in the contributed materials. The term **"us"** shall mean
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[ExplosionAI UG (haftungsbeschränkt)](https://explosion.ai/legal). The term
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**"you"** shall mean the person or entity identified below.
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If you agree to be bound by these terms, fill in the information requested
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below and include the filled-in version with your first pull request, under the
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folder [`.github/contributors/`](/.github/contributors/). The name of the file
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should be your GitHub username, with the extension `.md`. For example, the user
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example_user would create the file `.github/contributors/example_user.md`.
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Read this agreement carefully before signing. These terms and conditions
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constitute a binding legal agreement.
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## Contributor Agreement
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1. The term "contribution" or "contributed materials" means any source code,
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object code, patch, tool, sample, graphic, specification, manual,
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documentation, or any other material posted or submitted by you to the project.
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2. With respect to any worldwide copyrights, or copyright applications and
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registrations, in your contribution:
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* you hereby assign to us joint ownership, and to the extent that such
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assignment is or becomes invalid, ineffective or unenforceable, you hereby
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grant to us a perpetual, irrevocable, non-exclusive, worldwide, no-charge,
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royalty-free, unrestricted license to exercise all rights under those
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copyrights. This includes, at our option, the right to sublicense these same
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rights to third parties through multiple levels of sublicensees or other
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licensing arrangements;
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* you agree that each of us can do all things in relation to your
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contribution as if each of us were the sole owners, and if one of us makes
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a derivative work of your contribution, the one who makes the derivative
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work (or has it made will be the sole owner of that derivative work;
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* you agree that you will not assert any moral rights in your contribution
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against us, our licensees or transferees;
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* you agree that we may register a copyright in your contribution and
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exercise all ownership rights associated with it; and
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* you agree that neither of us has any duty to consult with, obtain the
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consent of, pay or render an accounting to the other for any use or
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distribution of your contribution.
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3. With respect to any patents you own, or that you can license without payment
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to any third party, you hereby grant to us a perpetual, irrevocable,
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non-exclusive, worldwide, no-charge, royalty-free license to:
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* make, have made, use, sell, offer to sell, import, and otherwise transfer
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your contribution in whole or in part, alone or in combination with or
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included in any product, work or materials arising out of the project to
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which your contribution was submitted, and
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* at our option, to sublicense these same rights to third parties through
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multiple levels of sublicensees or other licensing arrangements.
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4. Except as set out above, you keep all right, title, and interest in your
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contribution. The rights that you grant to us under these terms are effective
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on the date you first submitted a contribution to us, even if your submission
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took place before the date you sign these terms.
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5. You covenant, represent, warrant and agree that:
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* Each contribution that you submit is and shall be an original work of
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authorship and you can legally grant the rights set out in this SCA;
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* to the best of your knowledge, each contribution will not violate any
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third party's copyrights, trademarks, patents, or other intellectual
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property rights; and
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* each contribution shall be in compliance with U.S. export control laws and
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other applicable export and import laws. You agree to notify us if you
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become aware of any circumstance which would make any of the foregoing
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representations inaccurate in any respect. We may publicly disclose your
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participation in the project, including the fact that you have signed the SCA.
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6. This SCA is governed by the laws of the State of California and applicable
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U.S. Federal law. Any choice of law rules will not apply.
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7. Please place an “x” on one of the applicable statement below. Please do NOT
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mark both statements:
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* [x] I am signing on behalf of myself as an individual and no other person
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or entity, including my employer, has or will have rights with respect to my
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contributions.
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* [ ] I am signing on behalf of my employer or a legal entity and I have the
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actual authority to contractually bind that entity.
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## Contributor Details
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| Field | Entry |
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|------------------------------- | -------------------- |
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| Name | Viet-Trung Tran |
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| Company name (if applicable) | |
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| Title or role (if applicable) | |
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| Date | 2018-03-28 |
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| GitHub username | trungtv |
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| Website (optional) | https://datalab.vn |
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# coding: utf8
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from __future__ import unicode_literals
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from ...attrs import LANG, NORM
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from ..norm_exceptions import BASE_NORMS
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from ...language import Language
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from ...tokens import Doc
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from .stop_words import STOP_WORDS
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from ...util import update_exc, add_lookups
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from .lex_attrs import LEX_ATTRS
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#from ..tokenizer_exceptions import BASE_EXCEPTIONS
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#from .tokenizer_exceptions import TOKENIZER_EXCEPTIONS
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class VietnameseDefaults(Language.Defaults):
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lex_attr_getters = dict(Language.Defaults.lex_attr_getters)
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lex_attr_getters[LANG] = lambda text: 'vi' # for pickling
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# add more norm exception dictionaries here
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lex_attr_getters[NORM] = add_lookups(Language.Defaults.lex_attr_getters[NORM], BASE_NORMS)
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# overwrite functions for lexical attributes
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lex_attr_getters.update(LEX_ATTRS)
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# merge base exceptions and custom tokenizer exceptions
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#tokenizer_exceptions = update_exc(BASE_EXCEPTIONS, TOKENIZER_EXCEPTIONS)
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stop_words = STOP_WORDS
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use_pyvi = True
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class Vietnamese(Language):
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lang = 'vi'
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Defaults = VietnameseDefaults # override defaults
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def make_doc(self, text):
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if self.Defaults.use_pyvi:
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try:
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from pyvi import ViTokenizer
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except ImportError:
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msg = ("Pyvi not installed. Either set Vietnamese.use_pyvi = False, "
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"or install it https://pypi.python.org/pypi/pyvi")
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raise ImportError(msg)
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words, spaces = ViTokenizer.spacy_tokenize(text)
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return Doc(self.vocab, words=words, spaces=spaces)
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else:
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words = []
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spaces = []
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doc = self.tokenizer(text)
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for token in self.tokenizer(text):
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words.extend(list(token.text))
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spaces.extend([False]*len(token.text))
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spaces[-1] = bool(token.whitespace_)
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return Doc(self.vocab, words=words, spaces=spaces)
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__all__ = ['Vietnamese']
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# coding: utf8
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from __future__ import unicode_literals
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from ...attrs import LIKE_NUM
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_num_words = ['không', 'một', 'hai', 'ba', 'bốn', 'năm', 'sáu', 'bẩy',
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'tám', 'chín', 'mười', 'trăm', 'tỷ']
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def like_num(text):
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text = text.replace(',', '').replace('.', '')
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if text.isdigit():
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return True
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if text.count('/') == 1:
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num, denom = text.split('/')
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if num.isdigit() and denom.isdigit():
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return True
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if text.lower() in _num_words:
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return True
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return False
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LEX_ATTRS = {
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LIKE_NUM: like_num
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}
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Load Diff
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# coding: utf8
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from __future__ import unicode_literals
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from ..symbols import POS, ADV, NOUN, ADP, PRON, SCONJ, PROPN, DET, SYM, INTJ
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from ..symbols import PUNCT, NUM, AUX, X, CONJ, ADJ, VERB, PART, SPACE, CCONJ
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# Add a tag map
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# Documentation: https://spacy.io/docs/usage/adding-languages#tag-map
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# Universal Dependencies: http://universaldependencies.org/u/pos/all.html
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# The keys of the tag map should be strings in your tag set. The dictionary must
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# have an entry POS whose value is one of the Universal Dependencies tags.
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# Optionally, you can also include morphological features or other attributes.
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TAG_MAP = {
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"ADV": {POS: ADV},
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"NOUN": {POS: NOUN},
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"ADP": {POS: ADP},
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"PRON": {POS: PRON},
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"SCONJ": {POS: SCONJ},
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"PROPN": {POS: PROPN},
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"DET": {POS: DET},
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"SYM": {POS: SYM},
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"INTJ": {POS: INTJ},
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"PUNCT": {POS: PUNCT},
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"NUM": {POS: NUM},
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"AUX": {POS: AUX},
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"X": {POS: X},
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"CONJ": {POS: CONJ},
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"CCONJ": {POS: CCONJ},
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"ADJ": {POS: ADJ},
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"VERB": {POS: VERB},
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"PART": {POS: PART},
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"SP": {POS: SPACE}
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}
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