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weat_tests.json
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weat_tests.json
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{
"test1": {
"target_words": "Flowers vs. insects",
"attribute_words": "Pleasant vs. unpleasant",
"out_of_vocabularies": {
"word2vec": {
"X": [],
"Y": [],
"A": [],
"B": []
},
"glove": {
"X": [],
"Y": [],
"A": [],
"B": []
}
},
"X": [
"aster",
"clover",
"hyacinth",
"marigold",
"poppy",
"azalea",
"crocus",
"iris",
"orchid",
"rose",
"bluebell",
"daffodil",
"lilac",
"pansy",
"tulip",
"buttercup",
"daisy",
"lily",
"peony",
"violet",
"carnation",
"gladiola",
"magnolia",
"petunia",
"zinnia"
],
"Y": [
"ant",
"caterpillar",
"flea",
"locust",
"spider",
"bedbug",
"centipede",
"fly",
"maggot",
"tarantula",
"bee",
"cockroach",
"gnat",
"mosquito",
"termite",
"beetle",
"cricket",
"hornet",
"moth",
"wasp",
"blackfly",
"dragonfly",
"horsefly",
"roach",
"weevil"
],
"A": [
"caress",
"freedom",
"health",
"love",
"peace",
"cheer",
"friend",
"heaven",
"loyal",
"pleasure",
"diamond",
"gentle",
"honest",
"lucky",
"rainbow",
"diploma",
"gift",
"honor",
"miracle",
"sunrise",
"family",
"appy",
"laughter",
"paradise",
"vacation"
],
"B": [
"abuse",
"crash",
"filth",
"murder",
"sickness",
"accident",
"death",
"grief",
"poison",
"stink",
"assault",
"disaster",
"hatred",
"pollute",
"tragedy",
"divorce",
"jail",
"poverty",
"ugly",
"cancer",
"kill",
"rotten",
"vomit",
"agony",
"prison"
],
"word2vec_result": 1.54,
"glove_result": 1.50
},
"test2": {
"target_words": "Instruments vs. weapons",
"attribute_words": "Pleasant vs. unpleasant",
"out_of_vocabularies": {
"word2vec": {
"X": [],
"Y": ["axe"],
"A": [],
"B": []
},
"glove": {
"X": [],
"Y": [],
"A": [],
"B": []
}
},
"X": [
"bagpipe",
"cello",
"guitar",
"lute",
"trombone",
"banjo",
"clarinet",
"harmonica",
"mandolin",
"trumpet",
"bassoon",
"drum",
"harp",
"oboe",
"tuba",
"bell",
"fiddle",
"harpsichord",
"piano",
"viola",
"bongo",
"flute",
"horn",
"saxophone",
"violin"
],
"Y": [
"arrow",
"club",
"gun",
"missile",
"spear",
"axe",
"dagger",
"harpoon",
"pistol",
"sword",
"blade",
"dynamite",
"hatchet",
"rifle",
"tank",
"bomb",
"firearm",
"knife",
"shotgun",
"teargas",
"cannon",
"grenade",
"mace",
"slingshot",
"whip"
],
"A": [
"caress",
"freedom",
"health",
"love",
"peace",
"cheer",
"friend",
"heaven",
"loyal",
"pleasure",
"diamond",
"gentle",
"honest",
"lucky",
"rainbow",
"diploma",
"gift",
"honor",
"miracle",
"sunrise",
"family",
"appy",
"laughter",
"paradise",
"vacation"
],
"B": [
"abuse",
"crash",
"filth",
"murder",
"sickness",
"accident",
"death",
"grief",
"poison",
"stink",
"assault",
"disaster",
"hatred",
"pollute",
"tragedy",
"divorce",
"jail",
"poverty",
"ugly",
"cancer",
"kill",
"rotten",
"vomit",
"agony",
"prison"
],
"word2vec_result": 1.63,
"glove_result": 1.53
},
"test3": {
"target_words": "European-American vs. African-American names",
"attribute_words": "Pleasant vs. unpleasant",
"out_of_vocabularies": {
"word2vec": {
"X": [
"Chip",
"Ian",
"Fred",
"Jed",
"Todd",
"Brandon",
"Hank",
"Wilbur",
"Sara",
"Amber",
"Crystal",
"Meredith",
"Shannon",
"Donna",
"Bobbie-Sue",
"Peggy",
"Sue-Ellen",
"Wendy"
],
"Y": [
"Lerone",
"Percell",
"Rasaan",
"Rashaun",
"Everol",
"Terryl",
"Aiesha",
"Lashelle",
"Temeka",
"Tameisha",
"Teretha",
"Latonya",
"Shanise",
"Sharise",
"Tashika",
"Lashandra",
"Shavonn",
"Tawanda"
],
"A": [],
"B": []
},
"glove": {
"X": [
"Chip",
"Ian",
"Fred",
"Jed",
"Todd",
"Brandon",
"Hank",
"Wilbur",
"Sara",
"Amber",
"Crystal",
"Meredith",
"Shannon",
"Donna",
"Bobbie-Sue",
"Peggy",
"Sue-Ellen",
"Wendy"
],
"Y": [
"Lerone",
"Percell",
"Rasaan",
"Rashaun",
"Everol",
"Terryl",
"Aiesha",
"Lashelle",
"Temeka",
"Tameisha",
"Teretha",
"Latonya",
"Shanise",
"Sharise",
"Tashika",
"Lashandra",
"Shavonn",
"Tawanda"
],
"A": [],
"B": []
}
},
"X": [
"Adam",
"Chip",
"Harry",
"Josh",
"Roger",
"Alan",
"Frank",
"Ian",
"Justin",
"Ryan",
"Andrew",
"Fred",
"Jack",
"Matthew",
"Stephen",
"Brad",
"Greg",
"Jed",
"Paul",
"Todd",
"Brandon",
"Hank",
"Jonathan",
"Peter",
"Wilbur",
"Amanda",
"Courtney",
"Heather",
"Melanie",
"Sara",
"Amber",
"Crystal",
"Katie",
"Meredith",
"Shannon",
"Betsy",
"Donna",
"Kristin",
"Nancy",
"Stephanie",
"Bobbie-Sue",
"Ellen",
"Lauren",
"Peggy",
"Sue-Ellen",
"Colleen",
"Emily",
"Megan",
"Rachel",
"Wendy"
],
"Y": [
"Alonzo",
"Jamel",
"Lerone",
"Percell",
"Theo",
"Alphonse",
"Jerome",
"Leroy",
"Rasaan",
"Torrance",
"Darnell",
"Lamar",
"Lionel",
"Rashaun",
"Tyree",
"Deion",
"Lamont",
"Malik",
"Terrence",
"Tyrone",
"Everol",
"Lavon",
"Marcellus",
"Terryl",
"Wardell",
"Aiesha",
"Lashelle",
"Nichelle",
"Shereen",
"Temeka",
"Ebony",
"Latisha",
"Shaniqua",
"Tameisha",
"Teretha",
"Jasmine",
"Latonya",
"Shanise",
"Tanisha",
"Tia",
"Lakisha",
"Latoya",
"Sharise",
"Tashika",
"Yolanda",
"Lashandra",
"Malika",
"Shavonn",
"Tawanda",
"Yvette"
],
"A": [
"caress",
"freedom",
"health",
"love",
"peace",
"cheer",
"friend",
"heaven",
"loyal",
"pleasure",
"diamond",
"gentle",
"honest",
"lucky",
"rainbow",
"diploma",
"gift",
"honor",
"miracle",
"sunrise",
"family",
"happy",
"laughter",
"paradise",
"vacation"
],
"B": [
"abuse",
"crash",
"filth",
"murder",
"sickness",
"accident",
"death",
"grief",
"poison",
"stink",
"assault",
"disaster",
"hatred",
"pollute",
"tragedy",
"bomb",
"divorce",
"jail",
"poverty",
"ugly",
"cancer",
"evil",
"kill",
"rotten",
"vomit"
],
"word2vec_result": 0.58,
"glove_result": 1.41
},
"test4": {
"target_words": "European-American vs. African-American names",
"attribute_words": "Pleasant vs. unpleasant (from (5))",
"out_of_vocabularies": {
"word2vec": {
"X": [
"Jay",
"Kristen"
],
"Y": [
"Tremayne",
"Latonya"
],
"A": [],
"B": []
},
"glove": {
"X": [
"Jay",
"Kristen"
],
"Y": [
"Tremayne",
"Latonya"
],
"A": [],
"B": []
}
},
"X": [
"Brad",
"Brendan",
"Geoffrey",
"Greg",
"Brett",
"Jay",
"Matthew",
"Neil",
"Todd",
"Allison",
"Anne",
"Carrie",
"Emily",
"Jill",
"Laurie",
"Kristen",
"Meredith",
"Sarah"
],
"Y": [
"Darnell",
"Hakim",
"Jermaine",
"Kareem",
"Jamal",
"Leroy",
"Rasheed",
"Tremayne",
"Tyrone",
"Aisha",
"Ebony",
"Keisha",
"Kenya",
"Latonya",
"Lakisha",
"Latoya",
"Tamika",
"Tanisha"
],
"A": [
"caress",
"freedom",
"health",
"love",
"peace",
"cheer",
"friend",
"heaven",
"loyal",
"pleasure",
"diamond",
"gentle",
"honest",
"lucky",
"rainbow",
"diploma",
"gift",
"honor",
"miracle",
"sunrise",
"family",
"happy",
"laughter",
"paradise",
"vacation"
],
"B": [
"abuse",
"crash",
"filth",
"murder",
"sickness",
"accident",
"death",
"grief",
"poison",
"stink",
"assault",
"disaster",
"hatred",
"pollute",
"tragedy",
"bomb",
"divorce",
"jail",
"poverty",
"ugly",
"cancer",
"evil",
"kill",
"rotten",
"vomit"
],
"word2vec_result": 1.24,
"glove_result": 1.50
},
"test5": {
"target_words": "European-American vs. African-American names",
"attribute_words": "Pleasant vs. unpleasant (from 9)",
"out_of_vocabularies": {
"word2vec": {
"X": [],
"Y": [],
"A": [],
"B": []
},
"glove": {
"X": [],
"Y": [],
"A": [],
"B": []
}
},
"X": [
"Brad",
"Brendan",
"Geoffrey",
"Greg",
"Brett",
"Jay",
"Matthew",
"Neil",
"Todd",
"Allison",
"Anne",
"Carrie",
"Emily",
"Jill",
"Laurie",
"Kristen",
"Meredith",
"Sarah"
],
"Y": [
"Darnell",
"Hakim",
"Jermaine",
"Kareem",
"Jamal",
"Leroy",
"Rasheed",
"Tremayne",
"Tyrone",
"Aisha",
"Ebony",
"Keisha",
"Kenya",
"Latonya",
"Lakisha",
"Latoya",
"Tamika",
"Tanisha"
],
"A": [
"joy",
"love",
"peace",
"wonderful",
"pleasure",
"friend",
"laughter",
"happy"
],
"B": [
"agony",
"terrible",
"horrible",
"nasty",
"evil",
"war",
"awful",
"failure"
],
"word2vec_result": 0.72,
"glove_result": 1.28
},
"test6": {
"target_words": "Male vs. female names",
"attribute_words": "Career vs. family",
"out_of_vocabularies": {
"word2vec": {
"X": [],
"Y": [],
"A": [],
"B": []
},
"glove": {
"X": [],
"Y": [],
"A": [],
"B": []
}
},
"X": [
"John",
"Paul",
"Mike",
"Kevin",
"Steve",
"Greg",
"Jeff",
"Bill"
],
"Y": [
"Amy",
"Joan",
"Lisa",
"Sarah",
"Diana",
"Kate",
"Ann",
"Donna"
],
"A": [
"executive",
"management",
"professional",
"corporation",
"salary",
"office",
"business",
"career"
],
"B": [
"home",
"parents",
"children",
"family",
"cousins",
"marriage",
"wedding",
"relatives"
],
"word2vec_result": 1.89,
"glove_result": 1.81
},
"test7": {
"target_words": "Math vs. arts",
"attribute_words": "Male vs. female terms",
"out_of_vocabularies": {
"word2vec": {
"X": [],
"Y": [],
"A": [],
"B": []
},
"glove": {
"X": [],
"Y": [],
"A": [],
"B": []
}
},
"X": [
"math",
"algebra",
"geometry",
"calculus",
"equations",
"computation",
"numbers",
"addition"
],
"Y": [
"poetry",
"art",
"dance",
"literature",
"novel",
"symphony",
"drama",
"sculpture"
],
"A": [
"male",
"man",
"boy",
"brother",
"he",
"him",
"his",
"son"
],
"B": [
"female",
"woman",
"girl",
"sister",
"she",
"her",
"hers",
"daughter"
],
"word2vec_result": 0.97,
"glove_result": 1.06
},
"test8": {
"target_words": "Science vs. arts",
"attribute_words": "Male vs. female terms",
"out_of_vocabularies": {
"word2vec": {
"X": [],
"Y": [],
"A": [],
"B": []
},
"glove": {
"X": [],
"Y": [],
"A": [],
"B": []
}
},
"X": [
"science",
"technology",
"physics",
"chemistry",
"Einstein",
"NASA",
"experiment",
"astronomy"
],
"Y": [
"poetry",
"art",
"Shakespeare",
"dance",
"literature",
"novel",
"symphony",
"drama"
],
"A": [
"brother",
"father",
"uncle",
"grandfather",
"son",
"he",
"his",
"him"
],
"B": [
"sister",
"mother",
"aunt",
"grandmother",
"daughter",
"she",
"hers",
"her"
],
"word2vec_result": 1.24,
"glove_result": 1.24
},
"test9": {
"target_words": "Mental vs. physical desease",
"attribute_words": "Temporary vs. permanent",
"out_of_vocabularies": {
"word2vec": {
"X": [],
"Y": [],
"A": ["short-term"],
"B": []
},
"glove": {
"X": [],
"Y": [],
"A": ["short"],
"B": []
}
},
"X": [
"sad",
"hopeless",
"gloomy",
"tearful",
"miserable",
"depressed"
],
"Y": [
"sick",
"illness",
"influenza",
"disease",
"virus",
"cancer"
],
"A": [
"impermanent",
"unstable",
"variable",
"fleeting",
"short",
"short-term",
"brief",
"occasional"
],
"B": [
"stable",
"always",
"constant",
"persistent",
"chronic",
"prolonged",
"forever"
],
"word2vec_result": 1.30,
"glove_result": 1.38
},
"test10": {
"target_words": "Young vs. old people's names",
"attribute_words": "Pleasant vs. unpleasant",
"out_of_vocabularies": {
"word2vec": {
"X": [],
"Y": [],
"A": [],
"B": []
},
"glove": {
"X": [],
"Y": [],
"A": [],
"B": []
}
},
"X": [
"Tiffany",
"Michelle",
"Cindy",
"Kristy",
"Brad",
"Eric",
"Joey",
"Billy"
],
"Y": [
"Ethel",
"Bernice",
"Gertrude",
"Agnes",
"Cecil",
"Wilbert",
"Mortimer",
"Edgar"
],
"A": [
"joy",