dataset
stringclasses 6
values | model
stringclasses 13
values | seed
int64 42
46
| n_topics
int64 10
50
| topic_descriptions
sequencelengths 1
50
| runtime_s
float64 0.93
52.3k
| encoder
stringclasses 5
values | diversity
float64 0.09
1
| c_npmi
float64 -0.38
0.21
| wec_ex
float64 0.11
0.49
| wec_in
float64 0.07
0.94
|
|---|---|---|---|---|---|---|---|---|---|---|
BBC News | ECRTM | 44 | 10 | [
[
"to",
"lisbon",
"he",
"the",
"silk",
"music",
"best",
"party",
"song",
"targets"
],
[
"yukos",
"spanish",
"format",
"dvd",
"sony",
"lions",
"ruling",
"hip",
"hop",
"human"
],
[
"wales",
"france",
"coach",
"ball",
"ireland",
"minutes",
"side",
"penalty",
"goal",
"victory"
],
[
"league",
"glasgow",
"chelsea",
"premier",
"arsenal",
"he",
"injury",
"season",
"club",
"edinburgh"
],
[
"film",
"actress",
"awards",
"award",
"oscar",
"best",
"actor",
"nominated",
"aviator",
"nominations"
],
[
"microsoft",
"software",
"yukos",
"virus",
"programs",
"deutsche",
"security",
"windows",
"users",
"attacks"
],
[
"whose",
"shares",
"protests",
"album",
"chart",
"cancelled",
"tour",
"concert",
"singer",
"band"
],
[
"economy",
"growth",
"rise",
"deficit",
"quarter",
"gdp",
"exports",
"rates",
"economic",
"prices"
],
[
"digital",
"video",
"gadgets",
"mobiles",
"mobile",
"tv",
"phones",
"3g",
"phone",
"broadband"
],
[
"tories",
"prime",
"labour",
"election",
"he",
"blair",
"howard",
"tory",
"lib",
"brown"
]
] | 4,672.979099 | all-MiniLM-L6-v2 | 0.96 | -0.002532 | 0.187689 | 0.894469 |
BBC News | ECRTM | 45 | 10 | [
[
"labour",
"tories",
"blair",
"tory",
"election",
"liberal",
"prime",
"howard",
"party",
"lib"
],
[
"virus",
"software",
"yukos",
"programs",
"deutsche",
"microsoft",
"security",
"windows",
"attacks",
"users"
],
[
"victory",
"england",
"robinson",
"rugby",
"coach",
"ireland",
"france",
"ball",
"wales",
"cup"
],
[
"mobile",
"video",
"digital",
"phone",
"phones",
"broadband",
"content",
"mobiles",
"gadgets",
"apple"
],
[
"hop",
"the",
"to",
"hip",
"and",
"song",
"of",
"awards",
"spanish",
"best"
],
[
"boss",
"madrid",
"club",
"celtic",
"season",
"me",
"league",
"chelsea",
"arsenal",
"mourinho"
],
[
"rise",
"prices",
"economy",
"growth",
"spending",
"sales",
"rates",
"quarter",
"rose",
"rate"
],
[
"album",
"glasgow",
"tour",
"chart",
"protests",
"edinburgh",
"concert",
"cancelled",
"singer",
"pension"
],
[
"awards",
"film",
"award",
"oscar",
"actress",
"actor",
"aviator",
"best",
"nominated",
"nominations"
],
[
"report",
"economic",
"yukos",
"growth",
"lisbon",
"eu",
"targets",
"economy",
"athens",
"social"
]
] | 6,117.803408 | all-MiniLM-L6-v2 | 0.95 | 0.023388 | 0.208927 | 0.904888 |
BBC News | ECRTM | 46 | 10 | [
[
"the",
"song",
"best",
"hip",
"hop",
"music",
"robbie",
"spanish",
"band",
"awards"
],
[
"lisbon",
"deutsche",
"economic",
"russian",
"gazprom",
"oil",
"yukos",
"eu",
"targets",
"definition"
],
[
"prices",
"quarter",
"growth",
"rates",
"exports",
"rise",
"sales",
"economy",
"forecast",
"spending"
],
[
"party",
"election",
"tories",
"tory",
"labour",
"blair",
"howard",
"prime",
"lib",
"leader"
],
[
"programs",
"virus",
"microsoft",
"users",
"software",
"security",
"windows",
"attacks",
"viruses",
"spam"
],
[
"actor",
"film",
"award",
"oscar",
"awards",
"aviator",
"actress",
"nominated",
"best",
"nominations"
],
[
"phones",
"digital",
"broadband",
"mobile",
"mobiles",
"video",
"tv",
"phone",
"technology",
"gadgets"
],
[
"singer",
"chart",
"tour",
"cancelled",
"band",
"christmas",
"album",
"protests",
"concert",
"elvis"
],
[
"league",
"arsenal",
"chelsea",
"premier",
"celtic",
"injury",
"glasgow",
"season",
"club",
"madrid"
],
[
"ireland",
"coach",
"victory",
"robinson",
"injury",
"france",
"cardiff",
"wales",
"cup",
"ball"
]
] | 5,643.048309 | all-MiniLM-L6-v2 | 0.96 | 0.055516 | 0.217046 | 0.927796 |
20 Newsgroups Raw | FASTopic | 42 | 10 | [
[
"bible",
"christianity",
"atheists",
"sin",
"morality",
"belief",
"atheism",
"cramer",
"homosexuality",
"christians"
],
[
"ax",
"max",
"b8f",
"g9v",
"a86",
"145",
"0d",
"bike",
"1d9",
"pl"
],
[
"x11r5",
"db",
"lib",
"cursor",
"icon",
"xterm",
"xpert",
"dresden",
"ctrl",
"dortmund"
],
[
"batf",
"msg",
"atf",
"drugs",
"drug",
"waco",
"illegal",
"warrant",
"firearms",
"sw"
],
[
"battery",
"condition",
"sale",
"dealer",
"audio",
"car",
"laser",
"amp",
"selling",
"electronics"
],
[
"ide",
"scsi",
"controller",
"bios",
"motherboard",
"drives",
"floppy",
"mhz",
"simms",
"meg"
],
[
"file",
"windows",
"space",
"program",
"software",
"mail",
"data",
"dos",
"nasa",
"systems"
],
[
"toal",
"cpsr",
"mykotronx",
"recipient",
"booklet",
"csrc",
"decrypted",
"nren",
"agora",
"krillean"
],
[
"he",
"his",
"him",
"she",
"government",
"israel",
"gun",
"her",
"said",
"evidence"
],
[
"players",
"fans",
"teams",
"baseball",
"team",
"season",
"nhl",
"hockey",
"player",
"league"
]
] | 657.011671 | all-MiniLM-L6-v2 | 1 | -0.008581 | 0.206763 | 0.533776 |
20 Newsgroups Raw | FASTopic | 42 | 20 | [
[
"x11r5",
"font",
"mouse",
"ini",
"dialog",
"icon",
"cursor",
"xdm",
"xpert",
"ctrl"
],
[
"guy",
"gets",
"hit",
"insurance",
"average",
"msg",
"clutch",
"low",
"1993apr15",
"gary"
],
[
"donation",
"hirama",
"angmar",
"cosmo",
"kou",
"hiramb",
"hiram",
"unmoderated",
"dexter",
"alfalfa"
],
[
"dod",
"dog",
"helmet",
"riding",
"bike",
"radar",
"ride",
"cop",
"infante",
"egreen"
],
[
"escrow",
"keys",
"secure",
"nsa",
"encryption",
"crypto",
"amendment",
"clipper",
"pgp",
"enforcement"
],
[
"armenian",
"turkish",
"president",
"armenians",
"rights",
"government",
"gun",
"armenia",
"states",
"united"
],
[
"arab",
"arabs",
"israeli",
"israel",
"koresh",
"waco",
"atf",
"compound",
"batf",
"muslims"
],
[
"temperature",
"battery",
"moon",
"water",
"heat",
"kelvin",
"batteries",
"cooling",
"nsmca",
"mksol"
],
[
"bible",
"god",
"jesus",
"christ",
"christians",
"christian",
"church",
"faith",
"christianity",
"sin"
],
[
"cunyvm",
"gsh7w",
"hennessy",
"rosicrucian",
"sirach",
"manuscripts",
"ceremonies",
"petch",
"ruler",
"thyagi"
],
[
"zoology",
"sky",
"photography",
"higgins",
"henry",
"alaska",
"pluto",
"krillean",
"relay",
"pgf"
],
[
"pcx",
"printer",
"ink",
"drexel",
"print",
"bubblejet",
"deskjet",
"laserjet",
"diablo",
"ghostscript"
],
[
"players",
"team",
"hockey",
"season",
"nhl",
"teams",
"league",
"games",
"detroit",
"espn"
],
[
"scsi",
"controller",
"mhz",
"motherboard",
"simms",
"pin",
"ide",
"floppy",
"bios",
"drives"
],
[
"file",
"windows",
"image",
"dos",
"graphics",
"ftp",
"space",
"files",
"server",
"color"
],
[
"swing",
"uniforms",
"dodger",
"biochem",
"roush",
"ball",
"canseco",
"bchm",
"umpires",
"octopus"
],
[
"pl",
"max",
"145",
"ax",
"b8f",
"g9v",
"a86",
"db",
"1d9",
"0d"
],
[
"audio",
"shipping",
"sale",
"hst",
"amp",
"forsale",
"condition",
"offer",
"asking",
"wolverine"
],
[
"cancer",
"geb",
"pain",
"noring",
"doctor",
"food",
"dyer",
"foods",
"banks",
"gordon"
],
[
"ford",
"cars",
"oil",
"miles",
"bmw",
"engine",
"honda",
"wheel",
"dealer",
"rear"
]
] | 643.48063 | all-MiniLM-L6-v2 | 1 | -0.040263 | 0.19681 | 0.503493 |
20 Newsgroups Raw | FASTopic | 42 | 30 | [
[
"g9v",
"ax",
"max",
"b8f",
"pl",
"0d",
"1d9",
"145",
"a86",
"34u"
],
[
"display",
"window",
"color",
"image",
"ftp",
"server",
"windows",
"dos",
"graphics",
"screen"
],
[
"bios",
"hd",
"install",
"drives",
"drive",
"disks",
"disk",
"floppy",
"boot",
"sys"
],
[
"circuit",
"moon",
"orbit",
"energy",
"station",
"radar",
"launch",
"battery",
"alaska",
"jpl"
],
[
"gordon",
"medicine",
"food",
"doctor",
"patients",
"msg",
"banks",
"disease",
"cancer",
"treatment"
],
[
"workspace",
"saver",
"mouse",
"popup",
"whaley",
"ndw",
"uab",
"noticeable",
"synoptics",
"workplace"
],
[
"tor",
"pit",
"det",
"la",
"chi",
"bos",
"55",
"pts",
"van",
"03"
],
[
"elin",
"xhost",
"ghostscript",
"detecting",
"sunrise",
"notebooks",
"rainer",
"sun3",
"diagrams",
"xwindows"
],
[
"ink",
"appletalk",
"toner",
"printer",
"modem",
"8051",
"bubblejet",
"deskjet",
"inkjet",
"imagewriter"
],
[
"cars",
"oil",
"car",
"dealer",
"engine",
"miles",
"mustang",
"mileage",
"eliot",
"toyota"
],
[
"livesey",
"sandvik",
"objective",
"atheists",
"keith",
"atheist",
"newton",
"kent",
"sgi",
"wpd"
],
[
"0005111312",
"deaf",
"capitalization",
"1776",
"legalized",
"recruit",
"farrell",
"fetal",
"diminished",
"smoker"
],
[
"enterpoop",
"libxmu",
"symbol",
"andre_beck",
"dresden",
"endif",
"irzr17",
"crd",
"diablo",
"fwi"
],
[
"armenian",
"arab",
"muslim",
"turkish",
"jews",
"israel",
"israeli",
"armenians",
"armenia",
"muslims"
],
[
"prabhakar",
"semitism",
"witsend",
"warsaw",
"garfiel",
"eshneken",
"iraqis",
"ab4z",
"tnet",
"satya"
],
[
"lyme",
"prong",
"phds",
"kirsch",
"biochem",
"wip",
"bchm",
"phils",
"vcu",
"cunixc"
],
[
"mhz",
"motherboard",
"simms",
"isa",
"cpu",
"bus",
"scsi",
"ram",
"quadra",
"port"
],
[
"vga",
"drivers",
"diamond",
"ati",
"gateway",
"video",
"monitors",
"card",
"monitor",
"vram"
],
[
"dominance",
"migraines",
"doyle",
"accelerations",
"radford",
"spherical",
"concave",
"biopsy",
"eva",
"sails"
],
[
"public",
"president",
"security",
"privacy",
"administration",
"health",
"house",
"government",
"clinton",
"pgp"
],
[
"dog",
"ride",
"dod",
"bike",
"riding",
"motorcycle",
"bmw",
"helmet",
"rider",
"bikes"
],
[
"christian",
"christians",
"lord",
"faith",
"christ",
"bible",
"god",
"jesus",
"church",
"sin"
],
[
"hawking",
"mithras",
"rosicrucian",
"thyagi",
"ch981",
"magick",
"manuscripts",
"mystical",
"amorc",
"osiris"
],
[
"uiuc",
"hp",
"low",
"buy",
"cost",
"henry",
"ford",
"mine",
"money",
"power"
],
[
"game",
"baseball",
"season",
"hockey",
"players",
"team",
"nhl",
"player",
"teams",
"league"
],
[
"encryption",
"keys",
"crypto",
"secure",
"escrow",
"clipper",
"wiretap",
"des",
"nsa",
"algorithm"
],
[
"offer",
"selling",
"sale",
"asking",
"prices",
"shipping",
"condition",
"forsale",
"art",
"sell"
],
[
"kaldis",
"gays",
"sexuality",
"ceremony",
"marry",
"optilink",
"marriages",
"promiscuous",
"nabil",
"perverse"
],
[
"fbi",
"guns",
"waco",
"atf",
"compound",
"batf",
"weapons",
"koresh",
"firearms",
"fire"
],
[
"subliminal",
"krillean",
"kirlian",
"aura",
"unlv",
"todamhyp",
"photography",
"photograph",
"brochure",
"originating"
]
] | 663.778676 | all-MiniLM-L6-v2 | 1 | -0.000557 | 0.205584 | 0.532045 |
20 Newsgroups Raw | FASTopic | 42 | 40 | [
[
"dog",
"dod",
"biker",
"ride",
"cage",
"levine",
"helmet",
"stafford",
"egreen",
"howland"
],
[
"nanci",
"walla",
"petch",
"kempmp",
"metaphor",
"utarlg",
"philosophers",
"atterlep",
"jeesus",
"healta"
],
[
"orbit",
"mission",
"hst",
"henry",
"moon",
"alaska",
"launch",
"flight",
"lunar",
"station"
],
[
"dos",
"windows",
"microsoft",
"nt",
"zip",
"os",
"ini",
"borland",
"cica",
"cview"
],
[
"waco",
"batf",
"atf",
"guns",
"compound",
"koresh",
"fbi",
"weapons",
"fire",
"stratus"
],
[
"armenian",
"turkish",
"armenians",
"muslim",
"armenia",
"muslims",
"israeli",
"turkey",
"turks",
"genocide"
],
[
"pregnency",
"magick",
"mont",
"snakes",
"dialin",
"brunel",
"curses",
"scrolls",
"gyro",
"fp1"
],
[
"leds",
"grounding",
"outlet",
"electronics",
"battery",
"electrical",
"copper",
"cmkrnl",
"saver",
"dialing"
],
[
"racking",
"ww1a",
"15apr93",
"stankowitz",
"lowenstein",
"14691229",
"berg",
"exceeding",
"vb30",
"lafibm"
],
[
"ch981",
"assures",
"tantrums",
"sarcastic",
"passions",
"revolutions",
"comforting",
"smacks",
"marrying",
"pmy"
],
[
"mustang",
"engine",
"cars",
"automotive",
"toyota",
"nissan",
"dealer",
"boyle",
"ford",
"car"
],
[
"keele",
"oneb",
"hams",
"depressed",
"randall",
"beeps",
"ultrasound",
"surges",
"subliminal",
"christchurch"
],
[
"keyboard",
"modem",
"screen",
"mouse",
"font",
"fonts",
"xterm",
"advance",
"window",
"appreciated"
],
[
"mice",
"allergies",
"mmm",
"crohn",
"paulson",
"uab",
"migraines",
"restaurants",
"migraine",
"ingredients"
],
[
"jesus",
"christ",
"christianity",
"bible",
"sin",
"christians",
"church",
"lord",
"faith",
"christian"
],
[
"temperature",
"energy",
"solar",
"planet",
"planets",
"jpl",
"photography",
"galileo",
"probe",
"antenna"
],
[
"peace",
"palestinians",
"jake",
"arab",
"arabs",
"israelis",
"adam",
"jewish",
"israel",
"apc"
],
[
"nanaimo",
"fiberglass",
"adhesive",
"noise",
"duct",
"solvent",
"capacitors",
"impedance",
"dominance",
"transformer"
],
[
"states",
"clinton",
"health",
"president",
"congress",
"mr",
"united",
"house",
"myers",
"government"
],
[
"morality",
"moral",
"keith",
"livesey",
"islam",
"jaeger",
"wpd",
"gays",
"mathew",
"kaldis"
],
[
"sale",
"condition",
"shipping",
"forsale",
"offer",
"asking",
"prices",
"selling",
"deskjet",
"obo"
],
[
"players",
"hockey",
"baseball",
"season",
"team",
"game",
"league",
"nhl",
"player",
"teams"
],
[
"ball",
"333",
"majors",
"slg",
"fls",
"marlins",
"baseman",
"infield",
"tate",
"sherri"
],
[
"optilink",
"gay",
"doctor",
"msg",
"food",
"cramer",
"sex",
"gordon",
"medicine",
"disease"
],
[
"symantec",
"trackball",
"prl",
"pedersen",
"miavx1",
"ville",
"shiva",
"ecktons",
"mikes",
"spreadsheets"
],
[
"cigarettes",
"needles",
"booklet",
"doyle",
"vaccine",
"lyme",
"providers",
"surgeon",
"vak12ed",
"hernia"
],
[
"hosted",
"kuleuven",
"salomon",
"kerberos",
"sbi",
"wim",
"parc",
"beal",
"persisted",
"1993apr7"
],
[
"buy",
"speed",
"ohio",
"low",
"cost",
"fast",
"apple",
"bought",
"acs",
"light"
],
[
"3ds",
"yeh",
"parametric",
"vertices",
"mpeg",
"kou",
"koutd",
"programme",
"concave",
"algebra"
],
[
"coulman",
"finnish",
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20 Newsgroups Raw | FASTopic | 42 | 50 | [
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20 Newsgroups Raw | ECRTM | 42 | 10 | [
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20 Newsgroups Raw | ECRTM | 42 | 20 | [
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20 Newsgroups Raw | ECRTM | 42 | 30 | [
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] | 2,879.756667 | all-MiniLM-L6-v2 | 1 | -0.122879 | 0.189904 | 0.532342 |
20 Newsgroups Raw | ECRTM | 42 | 40 | [
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] | 3,113.837759 | all-MiniLM-L6-v2 | 0.99 | -0.063287 | 0.185554 | 0.53722 |
20 Newsgroups Raw | ECRTM | 42 | 50 | [
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] | 3,529.474781 | all-MiniLM-L6-v2 | 0.982 | -0.086159 | 0.193638 | 0.536279 |
StackExchange | BERTopic | 42 | 10 | [
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StackExchange | BERTopic | 42 | 20 | [
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StackExchange | BERTopic | 42 | 30 | [
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StackExchange | BERTopic | 42 | 40 | [
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StackExchange | BERTopic | 42 | 50 | [
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StackExchange | NMF | 42 | 10 | [
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StackExchange | NMF | 42 | 20 | [
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] | 1,635.439843 | all-MiniLM-L6-v2 | 0.366 | 0.03089 | 0.193013 | 0.337455 |
StackExchange | Top2Vec | 42 | 10 | [
[
"spriteposition",
"spritewidth",
"framesize",
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[
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[
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[
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"rotationvector",
"rotatecamera",
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"rotationx",
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"rotated"
]
] | 140.026232 | all-MiniLM-L6-v2 | 0.96 | -0.187113 | 0.287882 | 0.377487 |
StackExchange | Top2Vec | 42 | 20 | [
[
"spriteposition",
"spriteeffects",
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] | 137.148956 | all-MiniLM-L6-v2 | 0.905 | -0.178796 | 0.386333 | 0.388573 |
StackExchange | Top2Vec | 42 | 30 | [
[
"tileposition",
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[
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[
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"icosahedron",
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[
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"kinematicbody2d",
"collision2d",
"rigidbody2d",
"collisionbox",
"rigidbody2ds",
"collisioncomponent",
"rigidbody",
"rigidbodys",
"collisionconfiguration"
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[
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],
[
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[
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"rotationvector",
"rotationquaternion",
"rotationoffset",
"rotation",
"rotatecamera",
"rotating",
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],
[
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"cameraoffset",
"perspectivecamera",
"cameraposition",
"_cameradepthtexture",
"camera3d",
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],
[
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"gl_modelviewmatrix",
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"perspectivefovlh",
"cameraposition"
]
] | 140.402216 | all-MiniLM-L6-v2 | 0.84 | -0.172922 | 0.384592 | 0.400588 |
StackExchange | Top2Vec | 42 | 40 | [
[
"playback",
"audiosource",
"soundmanager",
"audiomanager",
"soundeffectinstance",
"audiolistener",
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"audioclip",
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[
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[
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[
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[
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[
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[
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"tilesets",
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[
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[
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[
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[
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[
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[
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[
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],
[
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[
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[
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[
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],
[
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[
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[
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"motion",
"motions",
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"movementdirection",
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"moveposition"
],
[
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"initializecomponent",
"gameobjects",
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"gameobject",
"unityevent",
"playerobject",
"currentselectedgameobject",
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],
[
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[
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[
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[
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[
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[
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[
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[
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],
[
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],
[
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"rotationvector",
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],
[
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"cameracontroller",
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"cameraposition",
"_cameradepthtexture",
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],
[
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"gl_modelviewmatrix",
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"gl_modelview_matrix",
"perspectivefovlh",
"cameraposition"
]
] | 141.939333 | all-MiniLM-L6-v2 | 0.835 | -0.160462 | 0.392565 | 0.403632 |
StackExchange | Top2Vec | 42 | 50 | [
[
"playback",
"audiosource",
"soundmanager",
"audiomanager",
"soundeffectinstance",
"audiolistener",
"audioclips",
"audioclip",
"audio",
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],
[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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"gl_modelview_matrix",
"perspectivefovlh",
"cameraposition"
]
] | 140.666706 | all-MiniLM-L6-v2 | 0.802 | -0.156225 | 0.439497 | 0.410233 |
StackExchange | GMM | 42 | 10 | [
[
"windows",
"development",
"about",
"android",
"project",
"programming",
"engine",
"know",
"games",
"app"
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[
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"transform",
"direction",
"self"
]
] | 160.443265 | all-MiniLM-L6-v2 | 0.95 | 0.110284 | 0.167263 | 0.363432 |
StackExchange | GMM | 42 | 20 | [
[
"development",
"programming",
"good",
"design",
"games",
"engine",
"learn",
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[
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[
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[
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"movement",
"acceleration",
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]
] | 280.606858 | all-MiniLM-L6-v2 | 0.89 | 0.123262 | 0.155016 | 0.370626 |
StackExchange | GMM | 42 | 30 | [
[
"resolution",
"ratio",
"screen",
"resolutions",
"scale",
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"aspect",
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]
] | 366.136701 | all-MiniLM-L6-v2 | 0.813333 | 0.135645 | 0.161359 | 0.396429 |
StackExchange | GMM | 42 | 40 | [
[
"memory",
"gpu",
"thread",
"fps",
"frame",
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StackExchange | GMM | 42 | 50 | [
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StackExchange | KeyNMF | 42 | 10 | [
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StackExchange | KeyNMF | 42 | 20 | [
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StackExchange | KeyNMF | 42 | 30 | [
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StackExchange | KeyNMF | 42 | 40 | [
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StackExchange | KeyNMF | 42 | 50 | [
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StackExchange | FASTopic | 42 | 10 | [
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StackExchange | FASTopic | 42 | 20 | [
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]
] | 2,485.980605 | all-MiniLM-L6-v2 | 1 | -0.056127 | 0.177433 | 0.389625 |
StackExchange | FASTopic | 42 | 30 | [
[
"compile",
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]
] | 2,575.356259 | all-MiniLM-L6-v2 | 1 | -0.056182 | 0.159477 | 0.401691 |
StackExchange | FASTopic | 42 | 40 | [
[
"amazed",
"dabbled",
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"facial",
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] | 3,063.231545 | all-MiniLM-L6-v2 | 0.995 | -0.082976 | 0.152195 | 0.392906 |
StackExchange | FASTopic | 42 | 50 | [
[
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StackExchange | S³ | 42 | 10 | [
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StackExchange | S³ | 42 | 20 | [
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StackExchange | S³ | 42 | 30 | [
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StackExchange | S³ | 42 | 40 | [
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] | 24.464543 | all-MiniLM-L6-v2 | 0.9775 | -0.197603 | 0.341232 | 0.339016 |
StackExchange | S³ | 42 | 50 | [
[
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] | 23.555113 | all-MiniLM-L6-v2 | 0.984 | -0.190236 | 0.302439 | 0.306089 |
StackExchange | S³_angular | 42 | 10 | [
[
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] | 22.320187 | all-MiniLM-L6-v2 | 1 | -0.252947 | 0.206013 | 0.304299 |
StackExchange | S³_angular | 42 | 20 | [
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] | 24.85286 | all-MiniLM-L6-v2 | 1 | -0.225135 | 0.202703 | 0.26501 |
StackExchange | S³_angular | 42 | 30 | [
[
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] | 24.077337 | all-MiniLM-L6-v2 | 1 | -0.205195 | 0.236334 | 0.330739 |
StackExchange | S³_angular | 42 | 40 | [
[
"playeranimator",
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] | 24.769417 | all-MiniLM-L6-v2 | 0.9925 | -0.204706 | 0.254067 | 0.308118 |
StackExchange | S³_angular | 42 | 50 | [
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] | 23.738919 | all-MiniLM-L6-v2 | 1 | -0.190651 | 0.273466 | 0.289307 |
StackExchange | S³_combined | 42 | 10 | [
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] | 22.142993 | all-MiniLM-L6-v2 | 1 | -0.205684 | 0.207099 | 0.375664 |
StackExchange | S³_combined | 42 | 20 | [
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]
] | 25.199322 | all-MiniLM-L6-v2 | 0.995 | -0.208687 | 0.300439 | 0.289016 |
StackExchange | S³_combined | 42 | 30 | [
[
"gl_vertex_shader",
"glfw_opengl_forward_compat",
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]
] | 23.981185 | all-MiniLM-L6-v2 | 0.993333 | -0.193176 | 0.300266 | 0.343079 |
StackExchange | S³_combined | 42 | 40 | [
[
"gl_texture_cube_map",
"cube",
"blender3d",
"cube1",
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"drawmodel"
]
] | 25.040669 | all-MiniLM-L6-v2 | 0.985 | -0.203382 | 0.301384 | 0.324066 |
StackExchange | S³_combined | 42 | 50 | [
[
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"cocoa",
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]
] | 23.505466 | all-MiniLM-L6-v2 | 0.992 | -0.194848 | 0.27981 | 0.294169 |
StackExchange | ECRTM | 42 | 10 | [
[
"monobehaviour",
"unityengine",
"gameobject",
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"public",
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] | 7,493.036941 | all-MiniLM-L6-v2 | 1 | 0.101652 | 0.143384 | 0.441953 |
StackExchange | ECRTM | 42 | 20 | [
[
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] | 8,813.344723 | all-MiniLM-L6-v2 | 1 | -0.163205 | 0.124266 | 0.462548 |
StackExchange | ECRTM | 42 | 30 | [
[
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]
] | 10,106.510016 | all-MiniLM-L6-v2 | 1 | -0.116751 | 0.132616 | 0.517584 |
StackExchange | ECRTM | 42 | 40 | [
[
"dpi",
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"of",
"in",
"and",
"for",
"to",
"the",
"is",
"with",
"cancer",
"cells"
],
[
"the",
"in",
"of",
"and",
"is",
"to",
"for",
"it",
"as",
"with"
],
[
"and",
"the",
"of",
"disease",
"to",
"are",
"in",
"with",
"is",
"liver"
],
[
"of",
"the",
"artery",
"to",
"coronary",
"heart",
"blood",
"arteries",
"cardiac",
"infarction"
],
[
"the",
"that",
"to",
"of",
"is",
"in",
"with",
"and",
"or",
"as"
],
[
"tick",
"shock",
"the",
"dystrophy",
"by",
"lyme",
"and",
"in",
"covid",
"of"
],
[
"is",
"with",
"to",
"for",
"as",
"in",
"of",
"by",
"the",
"and"
],
[
"alcon",
"company",
"costello",
"novartis",
"prurigo",
"symphysis",
"prostatitis",
"worth",
"fort",
"diastasis"
],
[
"odors",
"synthetase",
"foul",
"smell",
"anosmia",
"smelling",
"exfoliation",
"manganese",
"nhanes",
"http"
],
[
"is",
"of",
"with",
"are",
"the",
"and",
"to",
"syndrome",
"in",
"or"
]
] | 318.227336 | all-MiniLM-L6-v2 | 0.32 | -0.022397 | 0.24762 | 0.209378 |
Wiki Medical | LDA | 42 | 40 | [
[
"vitamin",
"calcium",
"of",
"the",
"to",
"parathyroid",
"bone",
"in",
"opioid",
"is"
],
[
"of",
"the",
"and",
"to",
"in",
"with",
"is",
"be",
"deficiency",
"may"
],
[
"in",
"of",
"and",
"to",
"the",
"is",
"with",
"as",
"or",
"syndrome"
],
[
"or",
"and",
"the",
"of",
"to",
"is",
"in",
"be",
"are",
"as"
],
[
"to",
"the",
"in",
"or",
"of",
"and",
"with",
"that",
"as",
"is"
],
[
"prolapse",
"myeloid",
"acute",
"ms",
"rectal",
"leukemia",
"sclerosis",
"alopecia",
"areata",
"intussusception"
],
[
"is",
"to",
"glucose",
"diabetes",
"in",
"insulin",
"of",
"the",
"and",
"type"
],
[
"children",
"and",
"of",
"to",
"the",
"child",
"in",
"aortic",
"abuse",
"or"
],
[
"and",
"to",
"of",
"in",
"the",
"is",
"with",
"are",
"for",
"that"
],
[
"and",
"is",
"eye",
"the",
"visual",
"vision",
"of",
"in",
"to",
"corneal"
],
[
"of",
"or",
"to",
"in",
"the",
"is",
"and",
"may",
"pain",
"be"
],
[
"the",
"blood",
"of",
"and",
"in",
"is",
"to",
"anemia",
"cells",
"are"
],
[
"urethral",
"floor",
"pelvic",
"incontinence",
"urethra",
"urinary",
"urethritis",
"urogenital",
"female",
"dysuria"
],
[
"melanin",
"smokers",
"hyperpigmentation",
"refer",
"auxiliary",
"oral",
"melanosis",
"filipino",
"46",
"language"
],
[
"the",
"is",
"to",
"and",
"in",
"of",
"or",
"be",
"with",
"pregnancy"
],
[
"of",
"pressure",
"heart",
"the",
"to",
"is",
"and",
"in",
"with",
"blood"
],
[
"in",
"is",
"or",
"are",
"the",
"with",
"of",
"and",
"to",
"as"
],
[
"to",
"and",
"the",
"of",
"in",
"as",
"is",
"for",
"by",
"or"
],
[
"with",
"and",
"the",
"disease",
"in",
"are",
"to",
"of",
"or",
"is"
],
[
"of",
"the",
"and",
"in",
"to",
"as",
"is",
"zinc",
"for",
"lead"
],
[
"are",
"to",
"with",
"of",
"and",
"the",
"in",
"is",
"cells",
"or"
],
[
"for",
"is",
"with",
"the",
"and",
"to",
"in",
"as",
"effects",
"of"
],
[
"is",
"to",
"of",
"the",
"in",
"liver",
"with",
"and",
"disease",
"hepatitis"
],
[
"arteries",
"angina",
"coronary",
"artery",
"lymphoma",
"cardiac",
"heart",
"ischemia",
"of",
"myocardial"
],
[
"to",
"the",
"with",
"that",
"is",
"or",
"of",
"in",
"and",
"as"
],
[
"disease",
"fever",
"and",
"the",
"in",
"of",
"tick",
"to",
"bite",
"is"
],
[
"are",
"as",
"to",
"by",
"is",
"the",
"and",
"in",
"of",
"for"
],
[
"costello",
"prostatitis",
"muscular",
"atrophy",
"spinal",
"lower",
"atrophies",
"with",
"predominance",
"extremity"
],
[
"pseudoephedrine",
"rhinitis",
"smell",
"antihistamine",
"corticosteroid",
"hydrocortisone",
"allergic",
"glucocorticoid",
"cetirizine",
"anosmia"
],
[
"the",
"in",
"of",
"as",
"and",
"is",
"to",
"or",
"with",
"brain"
],
[
"is",
"in",
"and",
"the",
"or",
"are",
"of",
"to",
"malaria",
"be"
],
[
"as",
"the",
"to",
"in",
"of",
"was",
"and",
"is",
"by",
"that"
],
[
"skin",
"hair",
"nail",
"syndrome",
"nevus",
"lichen",
"epidermal",
"disease",
"erythema",
"induced"
],
[
"the",
"is",
"of",
"and",
"in",
"to",
"for",
"it",
"with",
"by"
],
[
"the",
"of",
"blood",
"and",
"in",
"to",
"is",
"or",
"as",
"be"
],
[
"dermatitis",
"dysplasia",
"of",
"contact",
"eczema",
"the",
"penicillin",
"endocarditis",
"atopic",
"retinal"
],
[
"the",
"and",
"of",
"in",
"to",
"for",
"virus",
"is",
"with",
"vaccine"
],
[
"skin",
"cutaneous",
"references",
"lesions",
"see",
"condition",
"is",
"also",
"external",
"conditions"
],
[
"of",
"the",
"and",
"is",
"to",
"with",
"in",
"are",
"or",
"be"
],
[
"sleep",
"is",
"to",
"tooth",
"in",
"the",
"or",
"of",
"and",
"by"
]
] | 376.356065 | all-MiniLM-L6-v2 | 0.3475 | -0.022061 | 0.24637 | 0.199868 |
Wiki Medical | LDA | 42 | 50 | [
[
"of",
"in",
"estrogen",
"women",
"and",
"the",
"to",
"progesterone",
"estradiol",
"testosterone"
],
[
"of",
"the",
"be",
"in",
"is",
"and",
"to",
"with",
"as",
"may"
],
[
"and",
"of",
"the",
"in",
"to",
"with",
"is",
"syndrome",
"gene",
"are"
],
[
"in",
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"is",
"to",
"of",
"and",
"or",
"be",
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"may"
],
[
"of",
"and",
"the",
"to",
"in",
"with",
"as",
"is",
"disorder",
"or"
],
[
"cell",
"eosinophilic",
"myeloid",
"leukemia",
"cells",
"acute",
"chronic",
"chemotherapy",
"marrow",
"eosinophilia"
],
[
"diabetes",
"insulin",
"of",
"the",
"and",
"in",
"to",
"glucose",
"type",
"is"
],
[
"the",
"heart",
"of",
"in",
"and",
"to",
"with",
"cardiac",
"left",
"aortic"
],
[
"in",
"and",
"of",
"the",
"to",
"or",
"with",
"is",
"for",
"that"
],
[
"eye",
"in",
"the",
"vision",
"of",
"glaucoma",
"visual",
"is",
"optic",
"to"
],
[
"of",
"the",
"and",
"is",
"in",
"to",
"or",
"may",
"be",
"with"
],
[
"the",
"and",
"is",
"in",
"of",
"to",
"blood",
"or",
"stomach",
"an"
],
[
"uterine",
"urethra",
"urethral",
"uterus",
"benign",
"urethritis",
"fibroids",
"smooth",
"the",
"muscle"
],
[
"antral",
"retained",
"exposed",
"antrum",
"continually",
"inadequate",
"happens",
"environment",
"prone",
"segment"
],
[
"of",
"is",
"to",
"the",
"and",
"be",
"in",
"with",
"or",
"may"
],
[
"of",
"to",
"the",
"pressure",
"and",
"with",
"blood",
"in",
"is",
"hypertension"
],
[
"or",
"are",
"of",
"the",
"in",
"and",
"as",
"is",
"to",
"with"
],
[
"the",
"of",
"as",
"and",
"is",
"with",
"to",
"in",
"by",
"used"
],
[
"of",
"disease",
"and",
"the",
"in",
"with",
"are",
"is",
"to",
"or"
],
[
"the",
"in",
"and",
"as",
"to",
"of",
"is",
"lead",
"zinc",
"are"
],
[
"and",
"is",
"cells",
"the",
"in",
"to",
"with",
"of",
"are",
"or"
],
[
"the",
"is",
"in",
"and",
"to",
"for",
"as",
"of",
"with",
"effects"
],
[
"to",
"in",
"liver",
"and",
"disease",
"of",
"hepatitis",
"is",
"the",
"with"
],
[
"artery",
"coronary",
"arteries",
"ischemia",
"angina",
"of",
"cardiac",
"myocardial",
"dystrophy",
"occlusion"
],
[
"the",
"and",
"to",
"of",
"in",
"pain",
"or",
"is",
"that",
"as"
],
[
"tooth",
"teeth",
"dental",
"and",
"tick",
"pulp",
"lyme",
"caries",
"to",
"ticks"
],
[
"and",
"the",
"of",
"in",
"to",
"are",
"as",
"is",
"that",
"by"
],
[
"born",
"papules",
"iga",
"pemphigus",
"disambiguation",
"igg",
"herpetiformis",
"adrenaline",
"indian",
"costello"
],
[
"refer",
"may",
"brand",
"characters",
"name",
"project",
"drug",
"drama",
"film",
"apple"
],
[
"in",
"is",
"to",
"of",
"the",
"and",
"with",
"brain",
"or",
"as"
],
[
"are",
"to",
"in",
"corneal",
"and",
"is",
"the",
"as",
"or",
"of"
],
[
"of",
"in",
"the",
"and",
"as",
"was",
"to",
"by",
"is",
"that"
],
[
"nail",
"syndrome",
"nevus",
"cyst",
"ichthyosis",
"erythema",
"disease",
"urticaria",
"induced",
"granuloma"
],
[
"and",
"the",
"in",
"of",
"is",
"with",
"for",
"it",
"was",
"to"
],
[
"to",
"and",
"blood",
"is",
"of",
"in",
"the",
"or",
"as",
"be"
],
[
"kidney",
"parathyroid",
"calcium",
"magnesium",
"dysplasia",
"retinal",
"in",
"of",
"phosphate",
"dogs"
],
[
"in",
"and",
"to",
"of",
"the",
"vaccine",
"was",
"for",
"with",
"is"
],
[
"of",
"lesions",
"skin",
"also",
"is",
"cutaneous",
"references",
"conditions",
"see",
"condition"
],
[
"the",
"of",
"and",
"or",
"be",
"in",
"to",
"is",
"are",
"as"
],
[
"and",
"sleep",
"the",
"in",
"to",
"of",
"is",
"by",
"or",
"with"
],
[
"the",
"and",
"to",
"in",
"of",
"for",
"that",
"as",
"is",
"are"
],
[
"ulcerative",
"intestine",
"colonoscopy",
"colon",
"levonorgestrel",
"μg",
"norethisterone",
"crohns",
"colitis",
"us"
],
[
"tubercle",
"chronic",
"inoculation",
"prostatitis",
"bacilli",
"tuberculosis",
"pelvic",
"cutis",
"95",
"334"
],
[
"in",
"of",
"the",
"to",
"and",
"is",
"are",
"as",
"by",
"with"
],
[
"to",
"of",
"in",
"for",
"and",
"that",
"is",
"the",
"or",
"are"
],
[
"the",
"of",
"as",
"to",
"in",
"is",
"and",
"for",
"be",
"or"
],
[
"in",
"the",
"and",
"breast",
"beta",
"of",
"to",
"heart",
"blockers",
"is"
],
[
"in",
"of",
"and",
"scalp",
"alopecia",
"is",
"topical",
"hair",
"the",
"loss"
],
[
"of",
"that",
"the",
"or",
"in",
"to",
"is",
"and",
"with",
"as"
],
[
"of",
"the",
"in",
"to",
"is",
"and",
"are",
"blood",
"with",
"or"
]
] | 430.10586 | all-MiniLM-L6-v2 | 0.34 | -0.026271 | 0.246623 | 0.19947 |
Wiki Medical | Top2Vec | 42 | 10 | [
[
"inhibitors",
"pharmacodynamic",
"prescribed",
"pharmacol",
"pharmacologic",
"inhibitor",
"pharmacology",
"pharmacological",
"pharmacodynamics",
"pharmacologically"
],
[
"syndrome",
"hyperprolactinaemia",
"disease",
"abnormalities",
"diagnosis",
"pathology",
"pathogenesis",
"microangiopathy",
"silicosis",
"diagnose"
]
] | 38.809621 | all-MiniLM-L6-v2 | 1 | -0.106881 | 0.400278 | 0.299589 |
Wiki Medical | Top2Vec | 42 | 20 | [
[
"inhibitors",
"pharmacodynamic",
"prescribed",
"pharmacol",
"pharmacologic",
"inhibitor",
"pharmacology",
"pharmacological",
"pharmacodynamics",
"pharmacologically"
],
[
"syndrome",
"hyperprolactinaemia",
"disease",
"abnormalities",
"diagnosis",
"pathology",
"pathogenesis",
"microangiopathy",
"silicosis",
"diagnose"
]
] | 38.865259 | all-MiniLM-L6-v2 | 1 | -0.106881 | 0.400278 | 0.299574 |
Wiki Medical | Top2Vec | 42 | 30 | [
[
"inhibitors",
"pharmacodynamic",
"prescribed",
"pharmacol",
"pharmacologic",
"inhibitor",
"pharmacology",
"pharmacological",
"pharmacodynamics",
"pharmacologically"
],
[
"syndrome",
"hyperprolactinaemia",
"disease",
"abnormalities",
"diagnosis",
"pathology",
"pathogenesis",
"microangiopathy",
"silicosis",
"diagnose"
]
] | 39.074105 | all-MiniLM-L6-v2 | 1 | -0.106881 | 0.400278 | 0.291984 |
Wiki Medical | Top2Vec | 42 | 40 | [
[
"inhibitors",
"pharmacodynamic",
"prescribed",
"pharmacol",
"pharmacologic",
"inhibitor",
"pharmacology",
"pharmacological",
"pharmacodynamics",
"pharmacologically"
],
[
"syndrome",
"hyperprolactinaemia",
"disease",
"abnormalities",
"diagnosis",
"pathology",
"pathogenesis",
"microangiopathy",
"silicosis",
"diagnose"
]
] | 38.659019 | all-MiniLM-L6-v2 | 1 | -0.106881 | 0.400278 | 0.285495 |
Wiki Medical | Top2Vec | 42 | 50 | [
[
"inhibitors",
"pharmacodynamic",
"prescribed",
"pharmacol",
"pharmacologic",
"inhibitor",
"pharmacology",
"pharmacological",
"pharmacodynamics",
"pharmacologically"
],
[
"syndrome",
"hyperprolactinaemia",
"disease",
"abnormalities",
"diagnosis",
"pathology",
"pathogenesis",
"microangiopathy",
"silicosis",
"diagnose"
]
] | 38.788065 | all-MiniLM-L6-v2 | 1 | -0.106881 | 0.400278 | 0.302384 |
Wiki Medical | GMM | 42 | 10 | [
[
"cutaneous",
"nail",
"acne",
"psoriasis",
"dermatitis",
"hair",
"nevus",
"topical",
"lesion",
"melanoma"
],
[
"uterus",
"miscarriage",
"vaginal",
"gold",
"placenta",
"ball",
"uterine",
"pelvic",
"ovarian",
"displaystyle"
],
[
"personality",
"dsm",
"mental",
"cognitive",
"behavior",
"social",
"anxiety",
"language",
"autism",
"behavioral"
],
[
"joint",
"spinal",
"knee",
"fractures",
"hip",
"nerve",
"fracture",
"shoulder",
"injuries",
"foot"
],
[
"recessive",
"cleft",
"chromosome",
"dystrophy",
"mutation",
"autosomal",
"dominant",
"mutations",
"hearing",
"inherited"
],
[
"brand",
"morphine",
"amphetamine",
"overdose",
"opioid",
"paracetamol",
"receptors",
"doses",
"generic",
"marketed"
],
[
"trial",
"portal",
"brand",
"fda",
"tb",
"approved",
"approval",
"library",
"sold",
"participants"
],
[
"vitamin",
"iron",
"glucose",
"anemia",
"marrow",
"hemoglobin",
"deficiency",
"diabetes",
"leukemia",
"insulin"
],
[
"cardiac",
"aortic",
"coronary",
"valve",
"ventricular",
"artery",
"pulmonary",
"chest",
"stroke",
"ventricle"
],
[
"outbreak",
"virus",
"fever",
"vaccine",
"infected",
"bacteria",
"transmission",
"pneumonia",
"host",
"viral"
]
] | 14.9925 | all-MiniLM-L6-v2 | 0.99 | 0.071104 | 0.280536 | 0.409492 |
Wiki Medical | GMM | 42 | 20 | [
[
"malignant",
"tumor",
"myeloma",
"lymphoma",
"tumors",
"leukemia",
"chemotherapy",
"carcinoma",
"survival",
"lymph"
],
[
"pelvic",
"placenta",
"miscarriage",
"uterus",
"uterine",
"vaginal",
"ovarian",
"fetal",
"bladder",
"sperm"
],
[
"tremor",
"als",
"palsy",
"motor",
"spinal",
"dystonia",
"neuropathy",
"cord",
"paralysis",
"spastic"
],
[
"hip",
"fracture",
"arthritis",
"joints",
"shoulder",
"knee",
"joint",
"fractures",
"tendon",
"foot"
],
[
"autosomal",
"chromosome",
"recessive",
"mutation",
"dominant",
"hearing",
"deletion",
"features",
"mutations",
"defects"
],
[
"sodium",
"caffeine",
"zinc",
"cyanide",
"pseudoephedrine",
"niacin",
"chloride",
"poisoning",
"opium",
"riboflavin"
],
[
"fda",
"tb",
"gram",
"approved",
"resistant",
"penicillin",
"approval",
"trial",
"resistance",
"inhibitor"
],
[
"poverty",
"violence",
"homeless",
"gold",
"unemployment",
"ball",
"displaystyle",
"adoption",
"donation",
"terrorism"
],
[
"cardiac",
"valve",
"aortic",
"ventricular",
"coronary",
"ventricle",
"left",
"tachycardia",
"myocardial",
"mitral"
],
[
"asthma",
"breathing",
"apnea",
"pneumonia",
"pleural",
"pulmonary",
"air",
"airway",
"lung",
"oxygen"
],
[
"stomach",
"bowel",
"colitis",
"colon",
"bile",
"esophagus",
"gastric",
"intestinal",
"crohns",
"abdominal"
],
[
"glaucoma",
"retinal",
"vision",
"corneal",
"retina",
"cornea",
"visual",
"lens",
"optic",
"eye"
],
[
"progesterone",
"estradiol",
"testosterone",
"estrogen",
"aas",
"spironolactone",
"acetate",
"bicalutamide",
"brand",
"insulin"
],
[
"periodontal",
"pulp",
"enamel",
"tooth",
"tongue",
"dental",
"teeth",
"caries",
"ear",
"bruxism"
],
[
"dsm",
"mood",
"autism",
"social",
"cognitive",
"anxiety",
"language",
"mental",
"personality",
"behavior"
],
[
"cerebral",
"stroke",
"intracranial",
"headaches",
"migraine",
"hemorrhage",
"headache",
"carotid",
"skull",
"csf"
],
[
"psoriasis",
"nevus",
"nail",
"hair",
"dermatitis",
"acne",
"cutaneous",
"topical",
"alopecia",
"melanoma"
],
[
"paracetamol",
"amphetamine",
"overdose",
"morphine",
"receptors",
"opioid",
"benzodiazepines",
"cocaine",
"serotonin",
"codeine"
],
[
"iron",
"anemia",
"glucose",
"diabetes",
"hemoglobin",
"deficiency",
"thyroid",
"metabolic",
"insulin",
"vitamin"
],
[
"vaccines",
"vaccine",
"infected",
"fever",
"outbreak",
"virus",
"host",
"transmission",
"meningitis",
"vaccination"
]
] | 16.894786 | all-MiniLM-L6-v2 | 0.995 | 0.087875 | 0.317822 | 0.462904 |
Wiki Medical | GMM | 42 | 30 | [
[
"gold",
"homeless",
"terrorism",
"ball",
"poverty",
"displaystyle",
"unemployment",
"violence",
"zinc",
"adoption"
],
[
"pelvic",
"vaginal",
"urethra",
"urinary",
"incontinence",
"penis",
"bladder",
"orgasm",
"intersex",
"vagina"
],
[
"dystonia",
"palsy",
"als",
"tremor",
"motor",
"myoclonus",
"spastic",
"seizure",
"epilepsy",
"paralysis"
],
[
"tsh",
"hypothyroidism",
"adrenal",
"pituitary",
"gh",
"hormone",
"parathyroid",
"thyroid",
"cortisol",
"hyperparathyroidism"
],
[
"potassium",
"sodium",
"aspirin",
"brand",
"lithium",
"progesterone",
"spironolactone",
"generic",
"warfarin",
"angiotensin"
],
[
"chemotherapy",
"malignant",
"tumor",
"tumors",
"carcinoma",
"cancers",
"benign",
"lymphoma",
"cyst",
"radiation"
],
[
"marrow",
"leukemia",
"myeloma",
"hemoglobin",
"platelet",
"transfusion",
"platelets",
"iron",
"anemia",
"thalassemia"
],
[
"sarcoidosis",
"kawasaki",
"lupus",
"sle",
"vasculitis",
"ra",
"autoimmune",
"arthritis",
"il",
"antibodies"
],
[
"botulism",
"cholera",
"bacteria",
"anthrax",
"meningitis",
"toxin",
"sepsis",
"coli",
"bacterium",
"antibiotics"
],
[
"autosomal",
"chromosome",
"recessive",
"mutation",
"deletion",
"mutations",
"mps",
"turner",
"copy",
"genes"
],
[
"autism",
"memory",
"hearing",
"asd",
"aphasia",
"speech",
"dementia",
"language",
"alzheimers",
"autistic"
],
[
"fetal",
"placenta",
"miscarriage",
"eclampsia",
"placental",
"abortion",
"uterus",
"fetus",
"gestational",
"maternal"
],
[
"hemorrhage",
"stroke",
"cerebral",
"ear",
"headache",
"headaches",
"intracranial",
"migraine",
"skull",
"carotid"
],
[
"corneal",
"vision",
"glaucoma",
"retinal",
"eye",
"lens",
"cornea",
"retina",
"optic",
"visual"
],
[
"fracture",
"wrist",
"tendon",
"shoulder",
"injuries",
"elbow",
"nerve",
"finger",
"foot",
"tunnel"
],
[
"insulin",
"arsenic",
"glucose",
"diabetes",
"metabolic",
"urine",
"hypoglycemia",
"vitamin",
"zinc",
"kidney"
],
[
"air",
"breathing",
"pulmonary",
"pleural",
"lung",
"airway",
"asthma",
"pneumonia",
"apnea",
"chest"
],
[
"schizophrenia",
"abuse",
"mood",
"anxiety",
"bipolar",
"personality",
"mental",
"dsm",
"ptsd",
"eating"
],
[
"influenza",
"smallpox",
"vaccine",
"viral",
"vaccination",
"virus",
"vaccines",
"hepatitis",
"malaria",
"tick"
],
[
"amphetamine",
"benzodiazepines",
"overdose",
"opioid",
"benzodiazepine",
"cannabis",
"paracetamol",
"withdrawal",
"morphine",
"codeine"
],
[
"cutaneous",
"nevus",
"hair",
"alopecia",
"lichen",
"palmoplantar",
"keratosis",
"keratoderma",
"scalp",
"areata"
],
[
"teeth",
"dental",
"tooth",
"periodontal",
"enamel",
"tongue",
"pulp",
"caries",
"bruxism",
"periodontitis"
],
[
"participants",
"bicalutamide",
"aas",
"approved",
"brand",
"fda",
"estradiol",
"trial",
"approval",
"testosterone"
],
[
"larvae",
"worm",
"hosts",
"eggs",
"worms",
"parasite",
"host",
"species",
"infected",
"fungal"
],
[
"left",
"aortic",
"cardiac",
"ventricular",
"ventricle",
"coronary",
"valve",
"tachycardia",
"myocardial",
"mitral"
],
[
"stomach",
"bile",
"colitis",
"bowel",
"colon",
"esophagus",
"gastric",
"crohns",
"pylori",
"biliary"
],
[
"resistance",
"vancomycin",
"linezolid",
"antibiotic",
"resistant",
"penicillin",
"gram",
"tb",
"tuberculosis",
"mdr"
],
[
"acne",
"dermatitis",
"urticaria",
"burns",
"psoriasis",
"allergy",
"allergic",
"eczema",
"allergen",
"melanoma"
],
[
"hip",
"femur",
"disc",
"lumbar",
"fracture",
"vertebrae",
"knee",
"joint",
"articular",
"spine"
],
[
"skull",
"thumb",
"polydactyly",
"headed",
"dysplasia",
"hypertrichosis",
"height",
"bones",
"twins",
"ichthyosis"
]
] | 19.00389 | all-MiniLM-L6-v2 | 0.986667 | 0.092178 | 0.327121 | 0.476552 |
Wiki Medical | GMM | 42 | 40 | [
[
"cyst",
"cysts",
"odontogenic",
"cystic",
"dermoid",
"lymphangiomas",
"duct",
"vocal",
"ovarian",
"arachnoid"
],
[
"homeless",
"unemployment",
"ball",
"poverty",
"violence",
"song",
"snow",
"adoption",
"displaystyle",
"terrorism"
],
[
"palsy",
"tremor",
"epilepsy",
"spastic",
"seizure",
"dystonia",
"cp",
"tics",
"movements",
"motor"
],
[
"dystrophy",
"muscular",
"sma",
"weakness",
"myotonia",
"muscles",
"myopathy",
"myopathies",
"myositis",
"ibm"
],
[
"aspirin",
"spironolactone",
"angiotensin",
"metformin",
"sold",
"brand",
"heparin",
"warfarin",
"portal",
"library"
],
[
"malignant",
"chemotherapy",
"tumors",
"tumor",
"benign",
"carcinoma",
"cancers",
"metastasis",
"endometrial",
"radiation"
],
[
"fibrinogen",
"thalassemia",
"iron",
"hemoglobin",
"anemia",
"platelet",
"transfusion",
"hemolysis",
"antithrombin",
"platelets"
],
[
"arthritis",
"lupus",
"ra",
"sle",
"sarcoidosis",
"autoimmune",
"il",
"rheumatoid",
"joints",
"gout"
],
[
"vaccine",
"influenza",
"toxin",
"anthrax",
"hepatitis",
"meningitis",
"cholera",
"botulism",
"vaccines",
"polio"
],
[
"mutation",
"intersex",
"turner",
"chromosome",
"deletion",
"chromosomes",
"height",
"autosomal",
"xy",
"defects"
],
[
"autistic",
"asd",
"speech",
"aphasia",
"autism",
"adhd",
"language",
"dementia",
"learning",
"skills"
],
[
"placenta",
"eclampsia",
"miscarriage",
"fetal",
"fetus",
"placental",
"uterus",
"uterine",
"abortion",
"gestational"
],
[
"intracranial",
"migraine",
"stroke",
"headaches",
"cerebral",
"headache",
"skull",
"concussion",
"csf",
"hemorrhage"
],
[
"cornea",
"vision",
"retina",
"corneal",
"visual",
"eye",
"glaucoma",
"lens",
"retinal",
"optic"
],
[
"ulnar",
"finger",
"tunnel",
"flexor",
"toe",
"thumb",
"plantar",
"foot",
"hand",
"wrist"
],
[
"insulin",
"metabolic",
"diabetes",
"glucose",
"hypoglycemia",
"zinc",
"urine",
"deficiency",
"choline",
"acidosis"
],
[
"lung",
"airway",
"pneumothorax",
"pneumonia",
"asthma",
"chest",
"emphysema",
"pleural",
"pulmonary",
"asbestos"
],
[
"dsm",
"abuse",
"anxiety",
"personality",
"bipolar",
"schizophrenia",
"ptsd",
"mental",
"anorexia",
"eating"
],
[
"eggs",
"larvae",
"smallpox",
"tick",
"infected",
"malaria",
"hosts",
"worms",
"parasite",
"mosquito"
],
[
"overdose",
"cannabis",
"benzodiazepine",
"benzodiazepines",
"opioid",
"morphine",
"amphetamine",
"codeine",
"paracetamol",
"withdrawal"
],
[
"alopecia",
"nail",
"anagen",
"hair",
"scalp",
"areata",
"hypertrichosis",
"hairs",
"nevus",
"nails"
],
[
"artery",
"aortic",
"veins",
"venous",
"embolism",
"aorta",
"vein",
"dissection",
"aneurysm",
"thrombosis"
],
[
"acetate",
"testosterone",
"progesterone",
"estrogen",
"aas",
"estradiol",
"bicalutamide",
"estrogens",
"norethisterone",
"ethinylestradiol"
],
[
"fungal",
"fungus",
"candidiasis",
"fungi",
"blastomycosis",
"tinea",
"antifungal",
"aspergillosis",
"candida",
"mucormycosis"
],
[
"coronary",
"aortic",
"ventricular",
"ventricle",
"cardiac",
"valve",
"mitral",
"left",
"tachycardia",
"myocardial"
],
[
"gastric",
"stomach",
"bile",
"colon",
"crohns",
"colitis",
"pylori",
"bowel",
"esophagus",
"biliary"
],
[
"caffeine",
"bismuth",
"mercury",
"arsenic",
"poisoning",
"selenium",
"zinc",
"ethanol",
"gold",
"cyanide"
],
[
"melanoma",
"psoriasis",
"eczema",
"urticaria",
"burns",
"allergen",
"allergy",
"allergic",
"dermatitis",
"acne"
],
[
"spinal",
"hip",
"knee",
"disc",
"lumbar",
"shoulder",
"spine",
"vertebrae",
"joint",
"cord"
],
[
"osteomyelitis",
"bones",
"fracture",
"rickets",
"bone",
"osteopetrosis",
"cartilage",
"fractures",
"osteoclasts",
"dysplasia"
],
[
"rectal",
"incontinence",
"vaginal",
"urethra",
"urinary",
"prolapse",
"orgasm",
"bladder",
"pelvic",
"endometriosis"
],
[
"hodgkin",
"lymphoma",
"leukemia",
"survival",
"marrow",
"aml",
"myeloma",
"chemotherapy",
"myeloid",
"cll"
],
[
"lichen",
"keratoderma",
"nevus",
"papules",
"lesion",
"pemphigoid",
"cutaneous",
"ak",
"list",
"bullous"
],
[
"ataxia",
"mps",
"als",
"cerebellar",
"amyloid",
"mitochondrial",
"neurons",
"hd",
"cjd",
"sachs"
],
[
"penicillin",
"trial",
"tb",
"resistant",
"library",
"approved",
"fda",
"approval",
"participants",
"resistance"
],
[
"lip",
"cleft",
"palate",
"headed",
"twins",
"clefts",
"craniosynostosis",
"facial",
"skull",
"craniofacial"
],
[
"periodontal",
"tooth",
"caries",
"enamel",
"dental",
"teeth",
"pulp",
"bruxism",
"stomatitis",
"periodontitis"
],
[
"pituitary",
"thyroid",
"hormone",
"cortisol",
"puberty",
"tsh",
"adrenal",
"hyperparathyroidism",
"hypothyroidism",
"parathyroid"
],
[
"apnea",
"oxygen",
"breathing",
"carbon",
"altitude",
"shock",
"sleep",
"osa",
"drowning",
"insomnia"
],
[
"otitis",
"vocal",
"noise",
"vertigo",
"ear",
"sound",
"tinnitus",
"auditory",
"hearing",
"voice"
]
] | 21.225029 | all-MiniLM-L6-v2 | 0.9825 | 0.085284 | 0.326525 | 0.483618 |
Wiki Medical | GMM | 42 | 50 | [
[
"cyst",
"cysts",
"odontogenic",
"cystic",
"vocal",
"lymphangiomas",
"ovarian",
"dermoid",
"arachnoid",
"hygroma"
],
[
"sex",
"orgasm",
"sperm",
"sexual",
"puberty",
"vaginal",
"infertility",
"intersex",
"endometriosis",
"endometrial"
],
[
"seizure",
"movements",
"epilepsy",
"tics",
"tremor",
"cp",
"palsy",
"spastic",
"dystonia",
"seizures"
],
[
"eds",
"dystrophy",
"cachexia",
"muscular",
"sma",
"myopathies",
"myotonia",
"myopathy",
"weakness",
"muscles"
],
[
"aspirin",
"paracetamol",
"morphine",
"codeine",
"oxycodone",
"pseudoephedrine",
"opioid",
"opium",
"ketamine",
"hydrocodone"
],
[
"tumor",
"rhabdomyosarcoma",
"cancers",
"metastasis",
"malignant",
"tumors",
"carcinoma",
"benign",
"chemotherapy",
"papillary"
],
[
"iron",
"fibrinogen",
"hemoglobin",
"anemia",
"transfusion",
"thalassemia",
"platelet",
"hemolysis",
"platelets",
"thrombosis"
],
[
"lupus",
"arthritis",
"sle",
"kawasaki",
"rheumatoid",
"ra",
"sarcoidosis",
"vasculitis",
"autoimmune",
"il"
],
[
"cholera",
"toxin",
"botulism",
"anthrax",
"bacteria",
"meningitis",
"hepatitis",
"coli",
"sepsis",
"outbreak"
],
[
"turner",
"chromosome",
"deletion",
"chromosomes",
"trisomy",
"mosaicism",
"chromosomal",
"defects",
"copy",
"anomalies"
],
[
"autism",
"language",
"aphasia",
"learning",
"autistic",
"adhd",
"speech",
"asd",
"dementia",
"skills"
],
[
"fetal",
"abortion",
"twins",
"miscarriage",
"eclampsia",
"placenta",
"gestational",
"placental",
"fetus",
"oxytocin"
],
[
"taste",
"facial",
"venom",
"nasal",
"rhinitis",
"sialadenitis",
"nose",
"sinus",
"bms",
"sinusitis"
],
[
"vision",
"corneal",
"glaucoma",
"retinal",
"lens",
"retina",
"eye",
"cornea",
"visual",
"optic"
],
[
"foot",
"thumb",
"wrist",
"finger",
"ulnar",
"hand",
"tunnel",
"plantar",
"radial",
"flexor"
],
[
"potassium",
"aldosterone",
"stones",
"kidney",
"renal",
"urine",
"hypertension",
"nephropathy",
"kidneys",
"calcium"
],
[
"asbestos",
"cough",
"pneumonia",
"lung",
"asthma",
"bronchitis",
"mesothelioma",
"cf",
"pneumonitis",
"bronchiolitis"
],
[
"mental",
"anorexia",
"ptsd",
"eating",
"dsm",
"bipolar",
"anxiety",
"schizophrenia",
"personality",
"abuse"
],
[
"infected",
"malaria",
"eggs",
"larvae",
"virus",
"tick",
"mosquito",
"host",
"smallpox",
"worms"
],
[
"diazepam",
"benzodiazepines",
"overdose",
"cocaine",
"benzodiazepine",
"cannabis",
"amphetamine",
"withdrawal",
"serotonin",
"dopamine"
],
[
"hair",
"scalp",
"areata",
"anagen",
"alopecia",
"hairs",
"dermatitis",
"folliculitis",
"lice",
"nevus"
],
[
"twins",
"headed",
"breasts",
"nipple",
"nipples",
"hernia",
"penis",
"bifida",
"situs",
"spina"
],
[
"testosterone",
"progesterone",
"aas",
"estrogen",
"estradiol",
"acetate",
"ethinylestradiol",
"norethisterone",
"estrogens",
"bicalutamide"
],
[
"blastomycosis",
"candidiasis",
"fungi",
"fungus",
"candida",
"fungal",
"antifungal",
"tinea",
"mucormycosis",
"trachoma"
],
[
"arrest",
"tachycardia",
"ventricular",
"cardiac",
"node",
"fibrillation",
"av",
"qt",
"electrical",
"rhythm"
],
[
"colitis",
"colon",
"bile",
"bowel",
"stomach",
"gastric",
"esophagus",
"crohns",
"pylori",
"biliary"
],
[
"mercury",
"poisoning",
"bismuth",
"arsenic",
"zinc",
"cyanide",
"gold",
"selenium",
"ethanol",
"caffeine"
],
[
"dermatitis",
"allergy",
"urticaria",
"acne",
"allergic",
"burns",
"melanoma",
"allergen",
"eczema",
"uv"
],
[
"vertebrae",
"spinal",
"hip",
"shoulder",
"disc",
"knee",
"lumbar",
"spine",
"joint",
"cord"
],
[
"osteopetrosis",
"fracture",
"rickets",
"osteoclasts",
"bone",
"pagets",
"bones",
"cartilage",
"fractures",
"osteomyelitis"
],
[
"bladder",
"urethral",
"prostate",
"incontinence",
"prolapse",
"rectal",
"urinary",
"urethra",
"bph",
"pelvic"
],
[
"myeloma",
"marrow",
"leukemia",
"lymphoma",
"aml",
"chemotherapy",
"hodgkin",
"dlbcl",
"lymphomas",
"survival"
],
[
"lichen",
"cutaneous",
"planus",
"ak",
"keratoderma",
"lesion",
"nevus",
"papules",
"nodules",
"keratosis"
],
[
"neurons",
"mitochondrial",
"mps",
"als",
"ataxia",
"cerebellar",
"cjd",
"hd",
"amyloid",
"sachs"
],
[
"influenza",
"hiv",
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Wiki Medical | KeyNMF | 42 | 10 | [
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Wiki Medical | KeyNMF | 42 | 20 | [
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Wiki Medical | KeyNMF | 42 | 30 | [
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Wiki Medical | KeyNMF | 42 | 40 | [
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] | 36.972901 | all-MiniLM-L6-v2 | 0.865 | 0.158043 | 0.428275 | 0.45077 |
Wiki Medical | KeyNMF | 42 | 50 | [
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]
] | 40.256786 | all-MiniLM-L6-v2 | 0.848 | 0.160351 | 0.421784 | 0.454578 |
Wiki Medical | FASTopic | 42 | 10 | [
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]
] | 574.738502 | all-MiniLM-L6-v2 | 1 | -0.061096 | 0.266869 | 0.404262 |
Wiki Medical | FASTopic | 42 | 20 | [
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[
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] | 645.43733 | all-MiniLM-L6-v2 | 1 | -0.050905 | 0.302572 | 0.430458 |