diff --git a/contributors/NSchrading.md b/contributors/NSchrading.md new file mode 100644 index 000000000..cf2ece8e6 --- /dev/null +++ b/contributors/NSchrading.md @@ -0,0 +1,95 @@ +Syllogism Contributor Agreement +=============================== + +This Syllogism Contributor Agreement (“SCA”) is based on the Oracle Contributor +Agreement. The SCA applies to any contribution that you make to any product or +project managed by us (the “project”), and sets out the intellectual property +rights you grant to us in the contributed materials. The term “us” shall mean +Syllogism Co. The term "you" shall mean the person or entity identified below. +If you agree to be bound by these terms, fill in the information requested below +and include the filled-in version with your first pull-request, under the file +contrbutors/. The name of the file should be your GitHub username, with the +extension .md. For example, the user example_user would create the file +spaCy/contributors/example_user.md . + +Read this agreement carefully before signing. These terms and conditions +constitute a binding legal agreement. + +1. The term 'contribution' or ‘contributed materials’ means any source code, +object code, patch, tool, sample, graphic, specification, manual, documentation, +or any other material posted or submitted by you to the project. + +2. With respect to any worldwide copyrights, or copyright applications and registrations, +in your contribution: + * you hereby assign to us joint ownership, and to the extent that such assignment + is or becomes invalid, ineffective or unenforceable, you hereby grant to us a perpetual, + irrevocable, non-exclusive, worldwide, no-charge, royalty-free, unrestricted license + to exercise all rights under those copyrights. This includes, at our option, the + right to sublicense these same rights to third parties through multiple levels of + sublicensees or other licensing arrangements; + + * you agree that each of us can do all things in relation to your contribution + as if each of us were the sole owners, and if one of us makes a derivative work + of your contribution, the one who makes the derivative work (or has it made) will + be the sole owner of that derivative work; + + * you agree that you will not assert any moral rights in your contribution against + us, our licensees or transferees; + + * you agree that we may register a copyright in your contribution and exercise + all ownership rights associated with it; and + + * you agree that neither of us has any duty to consult with, obtain the consent + of, pay or render an accounting to the other for any use or distribution of your + contribution. + +3. With respect to any patents you own, or that you can license without payment +to any third party, you hereby grant to us a perpetual, irrevocable, non-exclusive, +worldwide, no-charge, royalty-free license to: + + * make, have made, use, sell, offer to sell, import, and otherwise transfer your + contribution in whole or in part, alone or in combination with + or included in any product, work or materials arising out of the project to + which your contribution was submitted, and + + * at our option, to sublicense these same rights to third parties through multiple + levels of sublicensees or other licensing arrangements. + +4. Except as set out above, you keep all right, title, and interest in your +contribution. The rights that you grant to us under these terms are effective on +the date you first submitted a contribution to us, even if your submission took +place before the date you sign these terms. + +5. You covenant, represent, warrant and agree that: + + * Each contribution that you submit is and shall be an original work of authorship + and you can legally grant the rights set out in this SCA; + + * to the best of your knowledge, each contribution will not violate any third + party's copyrights, trademarks, patents, or other intellectual property rights; and + + * each contribution shall be in compliance with U.S. export control laws and other + applicable export and import laws. You agree to notify us if you become aware of + any circumstance which would make any of the foregoing representations inaccurate + in any respect. Syllogism Co. may publicly disclose your participation in the project, + including the fact that you have signed the SCA. + +6. This SCA is governed by the laws of the State of California and applicable U.S. + Federal law. Any choice of law rules will not apply. + +7. Please place an “x” on one of the applicable statement below. Please do NOT +mark both statements: + +_x__ I am signing on behalf of myself as an individual and no other person or entity, including my employer, has or will have rights with respect my contributions. + +____ I am signing on behalf of my employer or a legal entity and I have the actual authority to contractually bind that entity. + +| Field | Entry | +|------------------------------- | -------------------- | +| Name | J Nicolas Schrading | +| Company's name (if applicable) | | +| Title or Role (if applicable) | | +| Date | 2015-08-24 | +| GitHub username | NSchrading | +| Website (optional) | nicschrading.com | + diff --git a/lang_data/en/generate_specials.py b/lang_data/en/generate_specials.py new file mode 100644 index 000000000..d86def177 --- /dev/null +++ b/lang_data/en/generate_specials.py @@ -0,0 +1,416 @@ +import json + +contractions = {"n't", "'nt", "not", "'ve", "'d", "'ll", "'s", "'m", "'ma", "'re"} + +# contains the lemmas, parts of speech, number, and tenspect of +# potential tokens generated after splitting contractions off +token_properties = { + + "ai": {"L": "be", "pos": "VBP", "number": 2}, + "are": {"L": "be", "pos": "VBP", "number": 2}, + "ca": {"L": "can", "pos": "MD"}, + "can": {"L": "can", "pos": "MD"}, + "could": {"pos": "MD"}, # no lemma for could? + "'d": {"L": "would", "pos": "MD"}, + "did": {"L": "do", "pos": "VBD"}, + "do": {"L": "do"}, # no POS for do? + "does": {"L": "do", "pos": "VBZ"}, + "had": {"L": "have", "pos": "VBD"}, + "has": {}, # no POS or lemma for has? + "have": {"pos": "VB"}, # no lemma for have? + "he": {"L": "-PRON-"}, # no POS for he? + "how": {}, # no POS or lemma for how? + "i": {"L": "-PRON-"}, # no POS for i? + "is": {"L": "be", "pos": "VBZ"}, + "it": {"L": "-PRON-"}, # no POS for it? + "let": {}, # no POS or lemma for let? + "'ll": {"L": "will", "pos": "MD"}, + "'m": {"L": "be", "pos": "VBP", "number": 1, "tenspect": 1}, + "'ma": {}, # no POS or lemma for ma? + "might": {}, # no POS or lemma for might? + "must": {}, # no POS or lemma for must? + "need": {}, # no POS or lemma for need? + "not": {"L": "not", "pos": "RB"}, + "'nt": {"L": "not", "pos": "RB"}, + "n't": {"L": "not", "pos": "RB"}, + "'re": {}, # no POS or lemma for re? + "'s": {}, # no POS or lemma for s? + "sha": {}, # no POS or lemma for sha? + "she": {"L": "-PRON-"}, # no POS for she? + "should": {}, # no POS or lemma for should? + "that": {}, # no POS or lemma for that? + "there": {}, # no POS or lemma for there? + "they": {"L": "-PRON-"}, # no POS for they? + "was": {}, # no POS or lemma for was? + "we": {}, # no POS or lemma for we? + "were": {}, # no POS or lemma for were? + "what": {}, # no POS or lemma for what? + "when": {}, # no POS or lemma for when? + "where": {}, # no POS or lemma for where? + "who": {}, # no POS or lemma for who? + "why": {}, # no POS or lemma for why? + "wo": {}, # no POS or lemma for wo? + "would": {}, # no POS or lemma for would? + "you": {"L": "-PRON-"}, # no POS or lemma for you? + "'ve": {"L": "have", "pos": "VB"} + +} + +# contains starting tokens with their potential contractions +# each potential contraction has a list of exceptions + # lower - don't generate the lowercase version + # upper - don't generate the uppercase version + # contrLower - don't generate the lowercase version with apostrophe (') removed + # contrUpper - dont' generate the uppercase version with apostrophe (') removed +# for example, we don't want to create the word "hell" or "Hell" from "he" + "'ll" so +# we add "contrLower" and "contrUpper" to the exceptions list +starting_tokens = { + + "ai": {"n't": []}, + "are": {"n't": []}, + "ca": {"n't": []}, + "can": {"not": []}, + "could": {"'ve": [], "n't": [], "n't've": []}, + "did": {"n't": []}, + "does": {"n't": []}, + "do": {"n't": []}, + "had": {"n't": [], "n't've": []}, + "has": {"n't": []}, + "have": {"n't": []}, + "he": {"'d": [], "'d've": [], "'ll": ["contrLower", "contrUpper"], "'s": []}, + "how": {"'d": [], "'ll": [], "'s": []}, + "i": {"'d": ["contrLower", "contrUpper"], "'d've": [], "'ll": ["contrLower", "contrUpper"], "'m": [], "'ma": [], "'ve": []}, + "is": {"n't": []}, + "it": {"'d": [], "'d've": [], "'ll": [], "'s": ["contrLower", "contrUpper"]}, + "let": {"'s": ["contrLower", "contrUpper"]}, + "might": {"n't": [], "n't've": [], "'ve": []}, + "must": {"n't": [], "'ve": []}, + "need": {"n't": []}, + "not": {"'ve": []}, + "sha": {"n't": []}, + "she": {"'d": ["contrLower", "contrUpper"], "'d've": [], "'ll": ["contrLower", "contrUpper"], "'s": []}, + "should": {"'ve": [], "n't": [], "n't've": []}, + "that": {"'s": []}, + "there": {"'d": [], "'d've": [], "'s": ["contrLower", "contrUpper"]}, + "they": {"'d": [], "'d've": [], "'ll": [], "'re": [], "'ve": []}, + "was": {"n't": []}, + "we": {"'d": ["contrLower", "contrUpper"], "'d've": [], "'ll": ["contrLower", "contrUpper"], "'re": ["contrLower", "contrUpper"], "'ve": []}, + "were": {"n't": []}, + "what": {"'ll": [], "'re": [], "'s": [], "'ve": []}, + "when": {"'s": []}, + "where": {"'d": [], "'s": [], "'ve": []}, + "who": {"'d": [], "'ll": [], "'re": ["contrLower", "contrUpper"], "'s": [], "'ve": []}, + "why": {"'ll": [], "'re": [], "'s": []}, + "wo": {"n't": []}, + "would": {"'ve": [], "n't": [], "n't've": []}, + "you": {"'d": [], "'d've": [], "'ll": [], "'re": [], "'ve": []} + + } + +# other specials that don't really have contractions +# so they are hardcoded +hardcoded_specials = { + + "'s": [{"F": "'s", "L": "'s"}], + + "'S": [{"F": "'S", "L": "'s"}], + + "'em": [{"F": "'em"}], + + "'ol": [{"F": "'ol"}], + + "vs.": [{"F": "vs."}], + + "Ms.": [{"F": "Ms."}], + "Mr.": [{"F": "Mr."}], + "Dr.": [{"F": "Dr."}], + "Mrs.": [{"F": "Mrs."}], + "Messrs.": [{"F": "Messrs."}], + "Gov.": [{"F": "Gov."}], + "Gen.": [{"F": "Gen."}], + + "Mt.": [{"F": "Mt.", "L": "Mount"}], + + "''": [{"F": "''"}], + + "Corp.": [{"F": "Corp."}], + "Inc.": [{"F": "Inc."}], + "Co.": [{"F": "Co."}], + "co.": [{"F": "co."}], + "Ltd.": [{"F": "Ltd."}], + "Bros.": [{"F": "Bros."}], + + "Rep.": [{"F": "Rep."}], + "Sen.": [{"F": "Sen."}], + "Jr.": [{"F": "Jr."}], + "Rev.": [{"F": "Rev."}], + "Adm.": [{"F": "Adm."}], + "St.": [{"F": "St."}], + + "a.m.": [{"F": "a.m."}], + "p.m.": [{"F": "p.m."}], + + "1a.m.": [{"F": "1"}, {"F": "a.m."}], + "2a.m.": [{"F": "2"}, {"F": "a.m."}], + "3a.m.": [{"F": "3"}, {"F": "a.m."}], + "4a.m.": [{"F": "4"}, {"F": "a.m."}], + "5a.m.": [{"F": "5"}, {"F": "a.m."}], + "6a.m.": [{"F": "6"}, {"F": "a.m."}], + "7a.m.": [{"F": "7"}, {"F": "a.m."}], + "8a.m.": [{"F": "8"}, {"F": "a.m."}], + "9a.m.": [{"F": "9"}, {"F": "a.m."}], + "10a.m.": [{"F": "10"}, {"F": "a.m."}], + "11a.m.": [{"F": "11"}, {"F": "a.m."}], + "12a.m.": [{"F": "12"}, {"F": "a.m."}], + "1am": [{"F": "1"}, {"F": "am", "L": "a.m."}], + "2am": [{"F": "2"}, {"F": "am", "L": "a.m."}], + "3am": [{"F": "3"}, {"F": "am", "L": "a.m."}], + "4am": [{"F": "4"}, {"F": "am", "L": "a.m."}], + "5am": [{"F": "5"}, {"F": "am", "L": "a.m."}], + "6am": [{"F": "6"}, {"F": "am", "L": "a.m."}], + "7am": [{"F": "7"}, {"F": "am", "L": "a.m."}], + "8am": [{"F": "8"}, {"F": "am", "L": "a.m."}], + "9am": [{"F": "9"}, {"F": "am", "L": "a.m."}], + "10am": [{"F": "10"}, {"F": "am", "L": "a.m."}], + "11am": [{"F": "11"}, {"F": "am", "L": "a.m."}], + "12am": [{"F": "12"}, {"F": "am", "L": "a.m."}], + + + "p.m.": [{"F": "p.m."}], + "1p.m.": [{"F": "1"}, {"F": "p.m."}], + "2p.m.": [{"F": "2"}, {"F": "p.m."}], + "3p.m.": [{"F": "3"}, {"F": "p.m."}], + "4p.m.": [{"F": "4"}, {"F": "p.m."}], + "5p.m.": [{"F": "5"}, {"F": "p.m."}], + "6p.m.": [{"F": "6"}, {"F": "p.m."}], + "7p.m.": [{"F": "7"}, {"F": "p.m."}], + "8p.m.": [{"F": "8"}, {"F": "p.m."}], + "9p.m.": [{"F": "9"}, {"F": "p.m."}], + "10p.m.": [{"F": "10"}, {"F": "p.m."}], + "11p.m.": [{"F": "11"}, {"F": "p.m."}], + "12p.m.": [{"F": "12"}, {"F": "p.m."}], + "1pm": [{"F": "1"}, {"F": "pm", "L": "p.m."}], + "2pm": [{"F": "2"}, {"F": "pm", "L": "p.m."}], + "3pm": [{"F": "3"}, {"F": "pm", "L": "p.m."}], + "4pm": [{"F": "4"}, {"F": "pm", "L": "p.m."}], + "5pm": [{"F": "5"}, {"F": "pm", "L": "p.m."}], + "6pm": [{"F": "6"}, {"F": "pm", "L": "p.m."}], + "7pm": [{"F": "7"}, {"F": "pm", "L": "p.m."}], + "8pm": [{"F": "8"}, {"F": "pm", "L": "p.m."}], + "9pm": [{"F": "9"}, {"F": "pm", "L": "p.m."}], + "10pm": [{"F": "10"}, {"F": "pm", "L": "p.m."}], + "11pm": [{"F": "11"}, {"F": "pm", "L": "p.m."}], + "12pm": [{"F": "12"}, {"F": "pm", "L": "p.m."}], + + "Jan.": [{"F": "Jan."}], + "Feb.": [{"F": "Feb."}], + "Mar.": [{"F": "Mar."}], + "Apr.": [{"F": "Apr."}], + "May.": [{"F": "May."}], + "Jun.": [{"F": "Jun."}], + "Jul.": [{"F": "Jul."}], + "Aug.": [{"F": "Aug."}], + "Sep.": [{"F": "Sep."}], + "Sept.": [{"F": "Sept."}], + "Oct.": [{"F": "Oct."}], + "Nov.": [{"F": "Nov."}], + "Dec.": [{"F": "Dec."}], + + "Ala.": [{"F": "Ala."}], + "Ariz.": [{"F": "Ariz."}], + "Ark.": [{"F": "Ark."}], + "Calif.": [{"F": "Calif."}], + "Colo.": [{"F": "Colo."}], + "Conn.": [{"F": "Conn."}], + "Del.": [{"F": "Del."}], + "D.C.": [{"F": "D.C."}], + "Fla.": [{"F": "Fla."}], + "Ga.": [{"F": "Ga."}], + "Ill.": [{"F": "Ill."}], + "Ind.": [{"F": "Ind."}], + "Kans.": [{"F": "Kans."}], + "Kan.": [{"F": "Kan."}], + "Ky.": [{"F": "Ky."}], + "La.": [{"F": "La."}], + "Md.": [{"F": "Md."}], + "Mass.": [{"F": "Mass."}], + "Mich.": [{"F": "Mich."}], + "Minn.": [{"F": "Minn."}], + "Miss.": [{"F": "Miss."}], + "Mo.": [{"F": "Mo."}], + "Mont.": [{"F": "Mont."}], + "Nebr.": [{"F": "Nebr."}], + "Neb.": [{"F": "Neb."}], + "Nev.": [{"F": "Nev."}], + "N.H.": [{"F": "N.H."}], + "N.J.": [{"F": "N.J."}], + "N.M.": [{"F": "N.M."}], + "N.Y.": [{"F": "N.Y."}], + "N.C.": [{"F": "N.C."}], + "N.D.": [{"F": "N.D."}], + "Okla.": [{"F": "Okla."}], + "Ore.": [{"F": "Ore."}], + "Pa.": [{"F": "Pa."}], + "Tenn.": [{"F": "Tenn."}], + "Va.": [{"F": "Va."}], + "Wash.": [{"F": "Wash."}], + "Wis.": [{"F": "Wis."}], + + ":)": [{"F": ":)"}], + "<3": [{"F": "<3"}], + ";)": [{"F": ";)"}], + "(:": [{"F": "(:"}], + ":(": [{"F": ":("}], + "-_-": [{"F": "-_-"}], + "=)": [{"F": "=)"}], + ":/": [{"F": ":/"}], + ":>": [{"F": ":>"}], + ";-)": [{"F": ";-)"}], + ":Y": [{"F": ":Y"}], + ":P": [{"F": ":P"}], + ":-P": [{"F": ":-P"}], + ":3": [{"F": ":3"}], + "=3": [{"F": "=3"}], + "xD": [{"F": "xD"}], + "^_^": [{"F": "^_^"}], + "=]": [{"F": "=]"}], + "=D": [{"F": "=D"}], + "<333": [{"F": "<333"}], + ":))": [{"F": ":))"}], + ":0": [{"F": ":0"}], + "-__-": [{"F": "-__-"}], + "xDD": [{"F": "xDD"}], + "o_o": [{"F": "o_o"}], + "o_O": [{"F": "o_O"}], + "V_V": [{"F": "V_V"}], + "=[[": [{"F": "=[["}], + "<33": [{"F": "<33"}], + ";p": [{"F": ";p"}], + ";D": [{"F": ";D"}], + ";-p": [{"F": ";-p"}], + ";(": [{"F": ";("}], + ":p": [{"F": ":p"}], + ":]": [{"F": ":]"}], + ":O": [{"F": ":O"}], + ":-/": [{"F": ":-/"}], + ":-)": [{"F": ":-)"}], + ":(((": [{"F": ":((("}], + ":((": [{"F": ":(("}], + ":')": [{"F": ":')"}], + "(^_^)": [{"F": "(^_^)"}], + "(=": [{"F": "(="}], + "o.O": [{"F": "o.O"}], + "\")": [{"F": "\")"}], + "a.": [{"F": "a."}], + "b.": [{"F": "b."}], + "c.": [{"F": "c."}], + "d.": [{"F": "d."}], + "e.": [{"F": "e."}], + "f.": [{"F": "f."}], + "g.": [{"F": "g."}], + "h.": [{"F": "h."}], + "i.": [{"F": "i."}], + "j.": [{"F": "j."}], + "k.": [{"F": "k."}], + "l.": [{"F": "l."}], + "m.": [{"F": "m."}], + "n.": [{"F": "n."}], + "o.": [{"F": "o."}], + "p.": [{"F": "p."}], + "q.": [{"F": "q."}], + "s.": [{"F": "s."}], + "t.": [{"F": "t."}], + "u.": [{"F": "u."}], + "v.": [{"F": "v."}], + "w.": [{"F": "w."}], + "x.": [{"F": "x."}], + "y.": [{"F": "y."}], + "z.": [{"F": "z."}], + + "i.e.": [{"F": "i.e."}], + "I.e.": [{"F": "I.e."}], + "I.E.": [{"F": "I.E."}], + "e.g.": [{"F": "e.g."}], + "E.g.": [{"F": "E.g."}], + "E.G.": [{"F": "E.G."}], + "\n": [{"F": "\n", "pos": "SP"}], + "\t": [{"F": "\t", "pos": "SP"}], + " ": [{"F": " ", "pos": "SP"}] + +} + +def get_double_contractions(ending): + endings = [] + + ends_with_contraction = any([ending.endswith(contraction) for contraction in contractions]) + + while ends_with_contraction: + for contraction in contractions: + if ending.endswith(contraction): + endings.append(contraction) + ending = ending.rstrip(contraction) + ends_with_contraction = any([ending.endswith(contraction) for contraction in contractions]) + + endings.reverse() # reverse because the last ending is put in the list first + return endings + +def get_token_properties(token, capitalize=False, remove_contractions=False): + props = dict(token_properties.get(token)) # ensure we copy the dict so we can add the "F" prop + if capitalize: + token = token.capitalize() + if remove_contractions: + token = token.replace("'", "") + + props["F"] = token + return props + +def create_entry(token, endings, capitalize=False, remove_contractions=False): + + properties = [] + properties.append(get_token_properties(token, capitalize=capitalize, remove_contractions=remove_contractions)) + for e in endings: + properties.append(get_token_properties(e, remove_contractions=remove_contractions)) + return properties + +def generate_specials(): + + specials = {} + + for token in starting_tokens: + possible_endings = starting_tokens[token] + for ending in possible_endings: + + endings = [] + if ending.count("'") > 1: + endings.extend(get_double_contractions(ending)) + else: + endings.append(ending) + + exceptions = possible_endings[ending] + + if "lower" not in exceptions: + special = token + ending + specials[special] = create_entry(token, endings) + + if "upper" not in exceptions: + special = token.capitalize() + ending + specials[special] = create_entry(token, endings, capitalize=True) + + if "contrLower" not in exceptions: + special = token + ending.replace("'", "") + specials[special] = create_entry(token, endings, remove_contractions=True) + + if "contrUpper" not in exceptions: + special = token.capitalize() + ending.replace("'", "") + specials[special] = create_entry(token, endings, capitalize=True, remove_contractions=True) + + # add in hardcoded specials + specials = dict(specials, **hardcoded_specials) + + return specials + +if __name__ == "__main__": + specials = generate_specials() + with open("specials.json", "w") as f: + json.dump(specials, f) + diff --git a/lang_data/en/specials.json b/lang_data/en/specials.json index 505039c55..93672dc10 100644 --- a/lang_data/en/specials.json +++ b/lang_data/en/specials.json @@ -1,647 +1 @@ -{ -"'s": [{"F": "'s", "L": "'s"}], - -"'S": [{"F": "'S", "L": "'s"}], - -"ain't": [{"F": "ai", "L": "be", "pos": "VBP", "number": 2}, - {"F": "n't", "L": "not", "pos": "RB"}], -"aint": [{"F": "ai", "L": "be", "pos": "VBP", "number": 2}, - {"F": "nt", "L": "not", "pos": "RB"}], -"Ain't": [{"F": "Ai", "L": "be", "pos": "VBP", "number": 2}, - {"F": "n't", "L": "not", "pos": "RB"}], - -"aren't": [{"F": "are", "L": "be", "pos": "VBP", "number": 2}, - {"F": "n't", "L": "not"}], -"arent": [{"F": "are", "L": "be", "pos": "VBP", "number": 2}, - {"F": "nt", "L": "not"}], -"Aren't": [{"F": "Are", "L": "be", "pos": "VBP", "number": 2}, - {"F": "n't", "L": "not"}], - -"can't": [{"F": "ca", "L": "can", "pos": "MD"}, - {"F": "n't", "L": "not", "pos": "RB"}], -"cant": [{"F": "ca", "L": "can", "pos": "MD"}, - {"F": "nt", "L": "not", "pos": "RB"}], -"Can't": [{"F": "Ca", "L": "can", "pos": "MD"}, - {"F": "n't", "L": "not", "pos": "RB"}], - -"cannot": [{"F": "can", "pos": "MD"}, - {"F": "not", "L": "not", "pos": "RB"}], -"Cannot": [{"F": "Can", "pos": "MD"}, - {"F": "not", "L": "not", "pos": "RB"}], - -"could've": [{"F": "could", "pos": "MD"}, - {"F": "'ve", "L": "have", "pos": "VB"}], -"couldve": [{"F": "could", "pos": "MD"}, - {"F": "ve", "L": "have", "pos": "VB"}], -"Could've": [{"F": "Could", "pos": "MD"}, - {"F": "'ve", "L": "have", "pos": "VB"}], - -"couldn't": [{"F": "could", "pos": "MD"}, - {"F": "n't", "L": "not", "pos": "RB"}], -"couldnt": [{"F": "could", "pos": "MD"}, - {"F": "nt", "L": "not", "pos": "RB"}], -"Couldn't": [{"F": "Could", "pos": "MD"}, - {"F": "n't", "L": "not", "pos": "RB"}], - -"couldn't've": [{"F": "could", "pos": "MD"}, - {"F": "n't", 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