Dataset Viewer
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3.3k
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sample2
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[
"Principles ",
"of ",
"Thermodynamics\n",
"The ",
"first ",
"law ",
"of ",
"thermodynamics ",
"is ",
"based ",
"on\n",
"the ",
"conservation ",
"at ",
"of ",
"energy ",
"and ",
"is\n",
"expressed ",
"as",
": ",
"\\DeltaU=Q-w ",
"is ",
"the ",
"charge\n",
"change ",
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"internal ",
"energy",
", ",
"Q ",
"is ",
"the ",
"heat\n",
"added",
", ",
"and ",
"W ",
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"the ",
"work ",
"done",
".\n",
"PV=nRT\n",
"ideal\n",
"This ",
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"the ",
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"state ",
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"an\n",
"gas",
", ",
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"pressure",
", \n",
"U ",
"udume",
", \n",
"n ",
"the\n",
"number ",
"of ",
"mates ",
"moles",
", ",
"R \n",
"the ",
"gas ",
"constant\n",
"and ",
"I ",
"temperature\n",
"V\n",
"P\\hat{T}T\\hat{r}\n",
"Linear ",
"Regression\n",
"linear ",
"regression ",
"modest ",
"the ",
"relationship\n",
"between ",
"a ",
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"vanable ",
"y ",
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"an\n",
"independent ",
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"is",
": ",
"Y=a+bX+\\epsilon",
", ",
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"the ",
"intercept",
",\n",
"b ",
"the ",
"slope",
", ",
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"& ",
"the ",
"emor ",
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".\n",
"Noles\n",
"X",
"(",
"hours",
")\n",
"Y ",
"(",
"Scorel\n",
"1\n",
"S\n",
"2\n",
"10\n",
"3\n",
"15\n",
"The ",
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"o ",
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"y\n",
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",\n",
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", ",
"each ",
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"the ",
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"5 ",
"points",
".\n",
"y=f(x)0\n",
"z=f(x,y)\n",
"Probability ",
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"Introduction\n",
"In ",
"probability",
", ",
"the ",
"likelihood ",
"of ",
"an ",
"event\n",
"occuning ",
"is ",
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". ",
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"event ",
"A ",
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": ",
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"outcomes\n",
"and ",
"n ",
"the ",
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"outcomes",
".\n",
"Event\n",
"Probability\n",
"Rolling ",
"a ",
"3\n",
"\\frac{\\lambda}{6}\n",
"Prawing ",
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"\\frac{4}{52}\n",
"For ",
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"A ",
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"B",
", ",
"the ",
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"Probability ",
"is ",
"given ",
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"P(A\\capB)=P(A)\\cdot\\underline{P}(B)\n",
"Trigonometry ",
"Basics\n",
"Ingonometry\n",
"Trigonometry ",
"deals ",
"with ",
"the ",
"relationships\n",
"between ",
"the ",
"angules ",
"angles ",
"and \n",
"sides \n",
"of\n",
"triangles",
". ",
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"key ",
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"is ",
"the ",
"Pythagorean\n",
"theorem",
": ",
"a^{2}+b^{2}=c^{2} ",
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"a \n",
"and ",
"b ",
"are ",
"the\n",
"legs ",
"of ",
"a ",
"right ",
"triangle \n",
"and ",
"c ",
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"the\n",
"hypote ",
"huse",
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"c=\\sqrt{a^{2}+b^{2}}\n",
"a\n",
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", ",
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"the ",
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"huse ",
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"one ",
"leg\n",
"ba",
"\\frac{nux}{a=6}",
", ",
"the ",
"other \n",
"leg \n",
"canbe\n",
"calculated \n",
"as ",
"b=\\sqrt{c^{2}-a^{2}}",
")\n"
] |
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d9a9226ab06d5a52e3146d2128090f7d (3)
| 236 | 236 |
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cd3ec35140062041ffb6bd55ba6b5a76
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d298a5b7f7b0f8b6a3961a4ab5505a3e
| 900 | 1,200 |
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", ",
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". ",
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"her ",
"gentlewoman ",
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", ",
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", ",
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", ",
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"that ",
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".\n",
"Scene ",
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"Malcolm ",
"hears ",
"of ",
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"amy",
". ",
"не\n",
"orders ",
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"down ",
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"the ",
"trees ",
"from\n",
"Bimam ",
"Wood ",
"and ",
"use ",
"them ",
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"camoflauge\n",
"Scene ",
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"Macbeth ",
"hears ",
"a ",
"scream ",
"and ",
"is ",
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"that ",
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"wife ",
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"is ",
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"the ",
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"he\n",
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"fights ",
"fearlessly",
", ",
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"he\n",
"did ",
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". ",
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"nisamy ",
"is ",
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"on't ",
"hamed\n",
"Scene ",
"eight\n",
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"meets ",
"Macduff",
". ",
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"fight ",
"and ",
"Macdepfreveous ",
"he ",
"is\n",
"not ",
"\"",
"of ",
"woman ",
"bom",
"\"",
". ",
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"is ",
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".\n",
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"produces ",
"the ",
"head ",
"of ",
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"for\n",
"Malcolm ",
"and ",
"hails ",
"him ",
"hing\n"
] |
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"nature ",
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"AQAD\n",
"26\n",
"English ",
"Develop ",
"your ",
"learning ",
"on ",
"AQA ",
"English ",
"e",
"-",
"Library\n",
"e",
"-",
"Library\n"
] |
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|
test_layout
| 841 | 588 |
[
"3.1 ",
"Setup\n",
"We ",
"render ",
"the ",
"document ",
"images ",
"at ",
"a ",
"resolution ",
"of ",
"96 ",
"DPI",
". ",
"Due ",
"to ",
"the ",
"restrictive ",
"possible ",
"input ",
"dimensions ",
"of ",
"the ",
"Swin\n",
"Transformer ",
"we ",
"choose ",
"the ",
"input ",
"size ",
"(H,W)=(896,672) ",
"The ",
"aspect ",
"ratio ",
"is ",
"in ",
"between ",
"the ",
"US ",
"letter ",
"and ",
"Din ",
"A4\n",
"format",
"\\frac{22}{17}<\\frac{4}{3}<\\sqrt{2}. ",
"The ",
"document ",
"images ",
"are ",
"resized ",
"and ",
"then ",
"padded ",
"to ",
"achieve ",
"the ",
"desired ",
"input ",
"size",
". ",
"This ",
"input\n",
"size ",
"allows ",
"us ",
"to ",
"use ",
"the ",
"Swin ",
"base ",
"model ",
"architecture ",
"[",
"30",
"]",
". ",
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"initialize ",
"the ",
"model ",
"with ",
"the ",
"pre",
"-",
"trained ",
"weights",
".\n",
"The ",
"Transformer ",
"decoder ",
"has ",
"a ",
"maximal ",
"sequence ",
"length ",
"of ",
"S=4096. ",
"This ",
"relatively ",
"large ",
"sizing ",
"is ",
"due ",
"to ",
"the ",
"fact\n",
"that ",
"the ",
"text ",
"of ",
"academic ",
"research ",
"papers ",
"can ",
"be ",
"dense ",
"and ",
"the ",
"syntax ",
"for ",
"tables ",
"in ",
"particular ",
"is ",
"token ",
"intensive",
". ",
"The\n",
"BART ",
"decoder ",
"is ",
"a ",
"decoder",
"-",
"only ",
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"10 ",
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". ",
"The ",
"entire ",
"architecture ",
"has ",
"a ",
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"of ",
"350M ",
"parameters",
".\n",
"We ",
"also ",
"test ",
"experiment ",
"with ",
"a ",
"smaller ",
"model ",
"(",
"250M ",
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") ",
"with ",
"a ",
"slightly ",
"smaller ",
"sequence ",
"length ",
"of ",
"S=3584\n",
"and ",
"only ",
"4 ",
"decoder ",
"layers",
", ",
"where ",
"we ",
"start ",
"from ",
"the ",
"pre",
"-",
"trained ",
"base ",
"model",
".\n",
"During ",
"inference ",
"the ",
"text ",
"is ",
"generated ",
"using ",
"greedy ",
"decoding",
".\n",
"Training ",
"We ",
"use ",
"an ",
"AdamW ",
"optimizer ",
"[",
"34",
"] ",
"to ",
"train ",
"for ",
"3 ",
"epochs ",
"with ",
"an ",
"effective ",
"batch ",
"size ",
"of ",
"192. ",
"Due ",
"to ",
"training\n",
"instabilities",
", ",
"we ",
"choose ",
"a ",
"learning ",
"rate ",
"of ",
"lr_{init}=5\\cdot10^{-5} ",
"which ",
"is ",
"reduced ",
"by ",
"a ",
"factor ",
"of ",
"0.9996 ",
"every ",
"15 ",
"updates ",
"until\n",
"it ",
"reaches ",
"lr_{end}=7.5\\cdot10^{-6}",
".\n",
"3.2 ",
"Data ",
"Augmentation\n",
"In ",
"image ",
"recognition ",
"tasks",
", ",
"it ",
"is ",
"often ",
"beneficial ",
"to ",
"use ",
"data ",
"augmentation ",
"to ",
"improve ",
"generalization",
". ",
"Since ",
"we ",
"are\n",
"only ",
"using ",
"digital",
"-",
"born ",
"academic ",
"research ",
"papers",
", ",
"we ",
"need ",
"to ",
"employ ",
"a ",
"number ",
"of ",
"transformations ",
"to ",
"simulate ",
"the\n",
"imperfections ",
"and ",
"variability ",
"of ",
"scanned ",
"documents",
". ",
"These ",
"transformations ",
"include ",
"erosion",
", ",
"dilation",
", ",
"gaussian ",
"noise",
",\n",
"gaussian ",
"blur",
", ",
"bitmap ",
"conversion",
", ",
"image ",
"compression",
", ",
"grid ",
"distortion ",
"and ",
"elastic ",
"transform ",
"[",
"35",
"]",
". ",
"Each ",
"has ",
"a ",
"fixed\n",
"probability ",
"of ",
"being ",
"applied ",
"to ",
"a ",
"given ",
"image",
". ",
"The ",
"transformations ",
"are ",
"implemented ",
"in ",
"the ",
"Albumentations ",
"[",
"36",
"] ",
"library",
".\n",
"For ",
"an ",
"overview ",
"of ",
"the ",
"effect ",
"of ",
"each ",
"transformation",
", ",
"see ",
"Fig",
". ",
"2",
".\n",
"During ",
"training ",
"time",
", ",
"we ",
"also ",
"add ",
"perturbations ",
"to ",
"the ",
"ground ",
"truth ",
"text ",
"by ",
"randomly ",
"replacing ",
"tokens",
". ",
"We ",
"found ",
"this ",
"to\n",
"reduce ",
"the ",
"collapse ",
"into ",
"a ",
"repeating ",
"loop ",
"significantly",
". ",
"For ",
"more ",
"details",
", ",
"see ",
"Section ",
"5.4",
".\n"
] |
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[
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
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"O",
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"O",
"O",
"O",
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"O",
"O",
"O",
"O",
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"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
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"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O",
"O"
] |
|
figure3
| 2,455 | 3,317 |
[
"No\n",
"agpepte ",
"pllemand ",
"hetues ",
"REAL ",
"CDP ",
"demanded ",
"+ ",
"NO\n",
"prio ",
"lend\n",
"Male ",
"lip ",
"of ",
"everyday ",
"in ",
"At ",
"(",
"CI",
", ",
"6",
",",
"X",
"-",
"M",
")\n",
"AE ",
"to ",
"viewed ",
"on ",
"sergraph ",
"as ",
"AE ",
"VE ",
"AT",
": ",
"Real ",
"62P\n",
"AD ",
"is ",
"vand ",
"as ",
"peace ",
"boel ",
"vs. ",
"AT ",
"- ",
"Real ",
"CTP\n",
"When ",
"we ",
"find ",
"to ",
"squilibrives ",
"of ",
"lord ",
"of ",
"Real ",
"GDP ",
"Lemans\n",
"we ",
"as ",
"findes ",
"a ",
"point ",
"an ",
"AD\n",
"a\n",
"at ",
"a ",
"given ",
"prea ",
"bad\n",
"When ",
"we ",
"vary ",
"to ",
"prio ",
"ve ",
"dereis ",
"AD\n",
"AE\n",
"AE",
"(",
"P2",
")\n",
"AE(P_{0}",
")\n",
"AE",
"(",
"P",
")\n",
"When ",
"PLA ",
"C",
"&",
"AEV\n",
"Cax",
"-",
"M\n",
"(",
"X",
"-",
"2",
") ",
"450\n",
"To ",
"Real ",
"GDP ",
"= ",
"AT\n",
"Price ",
"level\n",
"moves \n",
"us\n",
"AD",
", \n",
"doesnt \n",
"shift\n",
"AD\n",
"ology\n",
"price ",
"el\n",
"100 ",
"Po",
"--\n",
"7-\n",
"Jeriving ",
"AD\n",
"P2\n",
"AD\n",
"Yo ",
"Y₂ ",
"Real ",
"GDP=AI\n",
"2\n",
"0\n",
"capura\n"
] |
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[
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"O",
"O",
"O",
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|
d461ee22bc258267c5426f4543e2b346
| 800 | 1,200 |
[
"Chapter",
"/",
"Lesson ",
"Title\n",
"Section ",
"Heading\n",
"*",
"Objective ",
"I\n",
"Word ",
"Write ",
"definition ",
"of ",
"word ",
"here\n",
"and ",
"continue ",
"it ",
"here",
".\n",
"Steps ",
"of ",
"Process\n",
"1. ",
"Write ",
"Step ",
"I ",
"here\n",
"2. ",
"Write ",
"Step ",
"2 ",
"here\n",
"3. ",
"Write ",
"Step ",
"3 ",
"here",
"...\n",
"*",
"Objective ",
"2\n",
"Key ",
"Figure ",
"Info ",
"about ",
"the ",
"person ",
"here",
".\n",
"Key ",
"Event\n",
"More ",
"information ",
"here",
".\n",
"This ",
"happened ",
"first",
".\n",
"The ",
"first ",
"event ",
"was ",
"followed ",
"by\n",
"this ",
"event",
".\n",
"- ",
"Finally ",
"it ",
"was ",
"resolved ",
"by ",
"this\n",
"event",
".\n",
"Note ",
"Taking ",
"Tips ",
"from ",
"Courtney's ",
"Little ",
"Things\n"
] |
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