id
stringlengths 5
8
| tokens
sequencelengths 4
232
| labels
sequencelengths 4
232
|
---|---|---|
DEV-100 | [
"The",
"stability",
"of",
"the",
"system",
"(",
")",
"employing",
"F",
"-",
"TDC",
"is",
"derived",
"in",
"the",
"sense",
"of",
"Uniformly",
"Ultimately",
"Bounded",
"(",
"UUB",
")",
"notion",
"as",
"stated",
"in",
"Theorem",
"2",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
1,
3,
3,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-101 | [
"Stochastic",
"gradient",
"descent",
"(",
"SGD",
")",
"method",
"with",
"a",
"momentum",
"rate",
"of",
"0.9",
"is",
"used",
"."
] | [
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-102 | [
"They",
"found",
"significant",
"improvement",
"of",
"CNNs",
"and",
"Convolutional",
"Recurrent",
"Neural",
"Networks",
"(",
"CRNNs",
")",
"over",
"fully",
"connected",
"networks",
"and",
"proposed",
"a",
"method",
"for",
"visualizing",
"model",
"confusion",
"in",
"a",
"multi",
"-",
"label",
"setting",
"."
] | [
4,
4,
4,
4,
4,
1,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-103 | [
"In",
"the",
"off",
"-",
"road",
"session",
",",
"speech",
"signals",
"from",
"the",
"TIMIT",
"database",
"were",
"combined",
"with",
"the",
"noise",
"generated",
"from",
"different",
"parts",
"of",
"a",
"car",
"including",
"engine",
",",
"wiper",
"blade",
",",
"right",
"turn",
",",
"left",
"turn",
",",
"AC",
",",
"honk",
",",
"etc",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4
] |
DEV-104 | [
"The",
"wide",
"deployment",
"of",
"Automated",
"Fare",
"Collection(AFC",
")",
"systems",
"opens",
"up",
"a",
"new",
"opportunity",
"for",
"metro",
"network",
"analysis",
":",
"the",
"transaction",
"records",
"from",
"AFC",
"can",
"reveal",
"the",
"Origin",
"(",
"O",
")",
"and",
"the",
"Destination",
"(",
"D",
")",
"of",
"every",
"passenger",
"'s",
"trip",
",",
"as",
"passengers",
"are",
"required",
"to",
"tap",
"their",
"smart",
"cards",
"or",
"RFID",
"based",
"tickets",
"each",
"time",
"they",
"enter",
"the",
"O",
"station",
"or",
"exit",
"the",
"D",
"station",
"."
] | [
4,
4,
4,
4,
0,
2,
2,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
0,
4,
1,
4,
4,
4,
0,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
1,
4,
4
] |
DEV-105 | [
"Apart",
"from",
"providing",
"a",
"significant",
"AS",
"to",
"the",
"power",
"grid",
",",
"the",
"proposed",
"idea",
"also",
"helps",
"reduce",
"the",
"amplitude",
"of",
"power",
"system",
"oscillations",
"imparted",
"by",
"the",
"TCLs",
"."
] | [
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4
] |
DEV-106 | [
"Cisco",
"released",
"severe",
"security",
"patches",
"in",
"2016",
"to",
"fix",
"a",
"buffer",
"overflow",
"vulnerability",
"in",
"the",
"Internet",
"Key",
"Exchange",
"(",
"IKE",
")",
"from",
"Cisco",
"ASA",
"Software",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
1,
4,
4
] |
DEV-107 | [
"Functional",
"MRI",
"measures",
"local",
"changes",
"to",
"quantify",
"the",
"activity",
"of",
"different",
"regions",
"of",
"the",
"brain",
"-",
"for",
"instance",
",",
"Blood",
"Oxygen",
"Level",
"Dependent",
"fMRI",
"(",
"BOLD",
"fMRI",
")",
"measures",
"the",
"de",
"-",
"oxygenation",
"of",
"blood",
"in",
"veins",
"to",
"measure",
"neuronal",
"activation",
"of",
"surrounding",
"regions",
"."
] | [
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-108 | [
"A",
"formula",
"in",
"counting",
"monadic",
"second",
"-",
"order",
"logic",
"(",
"CMS",
"formula",
")",
"is",
"a",
"formula",
"in",
"monadic",
"second",
"-",
"order",
"logic",
",",
"extended",
"by",
"pradicates",
"for",
",",
"with",
"iff",
",",
"and",
"by",
"incidence",
"predicates",
"for",
",",
"with",
"iff",
"and",
"."
] | [
4,
4,
4,
0,
2,
2,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-109 | [
"Recent",
"research",
"suggests",
"that",
"video",
"-",
"based",
"pain",
"detection",
"can",
"be",
"formulated",
"as",
"a",
"weakly",
"supervised",
"learning",
"problem",
",",
"and",
"multiple",
"instance",
"learning",
"(",
"MIL",
")",
"is",
"an",
"effective",
"machine",
"learning",
"tool",
"to",
"handle",
"this",
"problem",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-110 | [
"proposed",
"fast",
"flow",
"table",
"aggregation",
"(",
"FFTA",
")",
"and",
"its",
"incremental",
"FFTA",
"to",
"make",
"practical",
"flow",
"table",
"aggregation",
"."
] | [
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-111 | [
"The",
"Universal",
"Sentence",
"Encoder",
"(",
"USE",
")",
"model",
",",
"with",
"the",
"Transformer",
"encoder",
",",
"also",
"achieved",
"good",
"results",
"on",
"the",
"product",
"review",
"(",
"CR",
")",
"and",
"on",
"the",
"question",
"-",
"type",
"(",
"TREC",
")",
"tasks",
"."
] | [
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4
] |
DEV-112 | [
"First",
",",
"most",
"schemes",
"rely",
"on",
"an",
"ideal",
"assumption",
"that",
"the",
"channel",
"state",
"information",
"(",
"CSI",
")",
"is",
"static",
"and",
"can",
"be",
"perfectly",
"estimated",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-113 | [
"In",
"the",
"rest",
"of",
"this",
"paper",
",",
"we",
"discuss",
"only",
"the",
"subspace",
"-",
"based",
"estimation",
"of",
"AoA",
"using",
"a",
"covariance",
"matrix",
",",
"and",
"how",
"to",
"accelerate",
"the",
"computation",
"using",
"randomized",
"approximate",
"algorithms",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-114 | [
"We",
"compare",
"the",
"proposed",
"algorithm",
"with",
"a",
"distributed",
"algorithm",
"commonly",
"used",
"for",
"DC",
",",
"where",
"a",
"user",
"with",
"RSRP",
"greater",
"than",
"a",
"threshold",
"(",
")",
"for",
"the",
"secondary",
"link",
"is",
"dual",
"connected",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-115 | [
"hypothesized",
"that",
"search",
"indices",
"are",
"correlated",
"with",
"the",
"underlying",
"conditions",
"of",
"the",
"United",
"States",
"(",
"US",
")",
"housing",
"market",
",",
"and",
"relied",
"on",
"search",
"data",
"obtained",
"from",
"Google",
"Trends",
"as",
"well",
"as",
"housing",
"market",
"indicators",
"for",
"testing",
"that",
"hypothesis",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-116 | [
"Each",
"machine",
"is",
"connected",
"to",
"Network",
"File",
"System",
"(",
"NFS",
")",
"storage",
"via",
"a",
"single",
"10Gb",
"Ethernet",
"network",
"connection",
"."
] | [
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-117 | [
"The",
"features",
"on",
"the",
"left",
"hand",
"side",
"of",
"the",
"figure",
"that",
"were",
"used",
"for",
"classification",
"are",
"the",
"foveal",
"tilt",
"effect",
"(",
"FTE",
")",
"in",
"degrees",
"and",
"the",
"persistence",
"of",
"mortar",
"cues",
"(",
"PMC",
")",
"in",
"the",
"range",
"of",
"None",
",",
"ML",
",",
"M",
",",
"MH",
",",
"H",
"as",
"explained",
"in",
"Fig",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
0,
2,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-118 | [
"Moreover",
",",
"our",
"approach",
"directly",
"optimizes",
"for",
"non",
"-",
"differentiable",
"IR",
"metrics",
"such",
"as",
"normalized",
"discounted",
"cumulative",
"gain",
"(",
"NDCG",
")",
",",
"thereby",
"circumventing",
"the",
"problem",
"of",
"metric",
"divergence",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-119 | [
"Previous",
"works",
"proposed",
"the",
"use",
"of",
"user",
"pairing",
"[",
"7",
"]",
",",
"the",
"combination",
"of",
"OMA",
"and",
"NOMA",
"[",
"8",
"]",
",",
"integration",
"of",
"generalized",
"space",
"shift",
"keying",
"(",
"GSSK",
")",
"with",
"NOMA",
"[",
"9",
"]",
",",
"and",
"the",
"use",
"of",
"coordinated",
"multiple",
"points",
"(",
"CoMP",
")",
"and",
"NOMA",
"[",
"10].",
"All",
"of",
"these",
"previous",
"works",
"are",
"performed",
"to",
"improve",
"the",
"capacity",
"of",
"DL",
"transmission",
"of",
"NOMA",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
1,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
1,
4
] |
DEV-120 | [
"However",
",",
"the",
"SD",
"detection",
"problem",
"is",
"defined",
"per",
"resource",
"elements",
"(",
"RE",
")",
"and",
"not",
"on",
"the",
"entire",
"block",
",",
"and",
"thus",
"does",
"not",
"result",
"in",
"an",
"optimal",
"solution",
"."
] | [
4,
4,
4,
1,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-121 | [
"In",
"this",
"paper",
"we",
"focus",
"on",
"a",
"popular",
"model",
"for",
"time",
"series",
"analysis",
":",
"the",
"Linear",
"Dynamical",
"System",
"(",
"LDS",
")",
"and",
"its",
"application",
"to",
"clinical",
"time",
"series",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-122 | [
"Given",
"a",
"merging",
"vertex",
",",
"the",
"hybrid",
"local",
"refinement",
"first",
"checks",
"whether",
"either",
"the",
"CW",
"or",
"CCW",
"fans",
"of",
"elements",
"aside",
"the",
"outgoing",
"edge",
"are",
"roughly",
"planar",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-123 | [
"We",
"present",
"GMC",
",",
"grid",
"-",
"based",
"motion",
"clustering",
"approach",
",",
"a",
"lightweight",
"dynamic",
"object",
"filtering",
"method",
"that",
"is",
"free",
"from",
"high",
"-",
"power",
"and",
"expensive",
"processors",
"."
] | [
4,
4,
1,
4,
0,
2,
2,
2,
2,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-124 | [
"By",
"the",
"Uniform",
"Limit",
"Theorem",
"ULT",
",",
"the",
"uniform",
"limit",
"of",
"a",
"sequence",
"of",
"continuous",
"functions",
"is",
"continuous",
",",
"that",
"is",
",",
"is",
"continuous",
"."
] | [
4,
4,
0,
2,
2,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-125 | [
"ROC",
"curve",
"is",
"a",
"representation",
"of",
"best",
"decision",
"boundaries",
"for",
"cost",
"between",
"true",
"positive",
"rate",
"(",
"TPR",
")",
"and",
"false",
"positive",
"rate",
"(",
"FPR",
")",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
0,
2,
2,
4,
1,
4,
4
] |
DEV-126 | [
"The",
"betweenness",
"centrality",
"(",
"BC",
")",
"is",
"used",
"to",
"measure",
"the",
"extent",
"to",
"which",
"a",
"node",
"lies",
"on",
"shortest",
"paths",
"between",
"other",
"node",
"pairs",
"."
] | [
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-127 | [
"The",
"dataset",
"is",
"available",
"by",
"request(Contact",
":",
"j.m.ede",
",",
"[email protected]",
")",
"and",
"will",
"be",
"published",
"as",
"part",
"of",
"the",
"226862",
"labelled",
"micrograph",
"Warwick",
"Large",
"Electron",
"Microscopy",
"Dataset",
"(",
"WLEMD",
")",
"in",
"a",
"following",
"publication",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4
] |
DEV-128 | [
"In",
"particular",
",",
"standard",
"RNNs",
"have",
"performed",
"poorly",
"at",
"natural",
"language",
"reasoning",
"(",
"NLR",
")",
"where",
"systematic",
"generalisation",
"(",
"such",
"as",
"rule",
"-",
"like",
"extrapolation",
")",
"is",
"essential",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-129 | [
"In",
"this",
"paper",
",",
"there",
"have",
"been",
"two",
"algorithms",
"which",
"covering",
"these",
"methods",
":",
"Classifier",
"chains",
"(",
"CC",
")",
"under",
"BR",
"category",
"and",
"LC",
"aka",
"LP",
"category",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
1,
4,
4,
1,
4,
1,
4,
4
] |
DEV-130 | [
"Nonetheless",
",",
"we",
"will",
"outline",
"them",
"here",
"due",
"to",
"the",
"intrinsic",
"similarities",
"between",
"the",
"THz",
"and",
"mmWave",
"bands",
"in",
"the",
"context",
"on",
"on",
"-",
"chip",
"nanocommunication",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-131 | [
"If",
"A",
",",
"D",
"are",
"combinator",
"molecules",
"which",
"are",
"multipliers",
"then",
"AD",
"is",
"a",
"multiplier",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4
] |
DEV-132 | [
"This",
"data",
"is",
"then",
"used",
"as",
"input",
"to",
"a",
"Naive",
"Bayes",
"classifier",
"which",
"learns",
"a",
"model",
"of",
"trustworthy",
"relations",
"using",
"unlexicalized",
"POS",
"and",
"noun",
"phrase",
"(",
"NP",
")",
"chunk",
"features",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
0,
2,
4,
1,
4,
4,
4,
4
] |
DEV-133 | [
"In",
"order",
"to",
"showcase",
"the",
"fact",
"that",
"generates",
"instance",
"segmentation",
"results",
"for",
"datasets",
"that",
"contains",
"just",
"bounding",
"box",
"annotations",
"and",
"not",
"any",
"instance",
"segmentation",
"ground",
"truths",
",",
"we",
"choose",
"Stanford",
"Drone",
"Dataset",
"(",
"SDD",
")",
"and",
"UAV123",
"Dataset",
"to",
"carry",
"out",
"our",
"experimentation",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-134 | [
"Indeed",
",",
"on",
"a",
"word",
",",
"the",
"set",
"of",
"runs",
"on",
"can",
"be",
"described",
"by",
"an",
"infinite",
"Direct",
"Acyclic",
"Graph",
"(",
"DAG",
")",
"called",
"the",
"run",
"-",
"DAG",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4
] |
DEV-135 | [
"This",
"makes",
"inferring",
",",
"equivalent",
"to",
"the",
"maximum",
"likelihood",
"problem",
"of",
"maximizing",
"(",
"Fonteijn",
"'s",
"EBM",
"uses",
"Markov",
"Chain",
"Monte",
"Carlo",
"(",
"MCMC",
")",
"sampling",
"to",
"estimate",
"the",
"posterior",
"distribution",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-136 | [
"In",
"this",
"work",
",",
"we",
"propose",
"a",
"convolutional",
"neural",
"network",
"(",
"CNN",
")",
"based",
"method",
"for",
"temporal",
"interpolation",
"via",
"motion",
"field",
"prediction",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-137 | [
"If",
"a",
"node",
"lies",
"in",
"the",
"shortest",
"path",
"with",
"high",
"BC",
"then",
"it",
"may",
"be",
"congested",
"early",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4
] |
DEV-138 | [
"Convolutional",
"Neural",
"Networks",
"(",
"CNN",
")",
",",
"a",
"special",
"case",
"of",
"recursive",
"NNs",
"are",
"well",
"-",
"explored",
"for",
"computer",
"vision",
"."
] | [
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-139 | [
"At",
"each",
"epoch",
",",
"we",
"compute",
"the",
"CTC",
"loss",
"and",
"validation",
"error",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4
] |
DEV-140 | [
"Conv",
":",
"Convolutional",
"layer",
",",
"FC",
":",
"fully",
"connected",
"layer",
",",
"MP",
":",
"max",
"pooling",
"layer",
"."
] | [
1,
4,
0,
2,
4,
1,
4,
0,
2,
4,
4,
1,
4,
0,
2,
4,
4
] |
DEV-141 | [
"Third",
",",
"logistic",
"regression",
"with",
"weight",
"sharing",
"over",
"different",
"patches",
"is",
"used",
"to",
"quantify",
"the",
"probability",
"of",
"malignancy",
"of",
"each",
"position",
"from",
"the",
"convolutional",
"neural",
"network",
"(",
"CNN",
")",
"feature",
"maps",
"of",
"high",
"channel",
"dimensions",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-142 | [
"The",
"scalar",
"projection",
"of",
"the",
"first",
"(",
"PC",
"0",
")",
"and",
"second",
"(",
"PC",
"1",
")",
"principal",
"components",
",",
"along",
"the",
"axis",
"defined",
"by",
"each",
"of",
"the",
"original",
"variables",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-143 | [
"MovieLens",
"TV",
"has",
"several",
"views",
"(",
"see",
"Figure",
"fig",
":",
"screenshots",
"for",
"two",
"examples",
")",
",",
"including",
"an",
"explore",
"view",
"for",
"displaying",
"movies",
"in",
"a",
"grid",
",",
"a",
"details",
"view",
"for",
"viewing",
"information",
"about",
"one",
"movie",
",",
"a",
"trailer",
"view",
"for",
"watching",
"movie",
"preview",
"videos",
",",
"and",
"a",
"home",
"/",
"help",
"screen",
"."
] | [
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-144 | [
"After",
"the",
"th",
"epoch",
",",
"we",
"switch",
"to",
"stochastic",
"gradient",
"descent",
"(",
"SGD",
")",
"and",
"continue",
"our",
"training",
"up",
"to",
"total",
"epochs",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-145 | [
"The",
"two",
"chosen",
"series",
"of",
"temporal",
"interactions",
"are",
"labeled",
"as",
"TI",
"1",
"and",
"TI",
"2",
"with",
"frequency",
",",
"respectively",
"."
] | [
4,
4,
4,
4,
4,
0,
2,
4,
4,
4,
1,
4,
4,
1,
4,
4,
4,
4,
4,
4
] |
DEV-146 | [
"Speed",
"-",
"up",
"of",
"Instructions",
"Per",
"Cycle",
"(",
"IPC",
")",
"with",
"varying",
"remote",
"L1",
"access",
"latencies",
"."
] | [
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-147 | [
"We",
"introduce",
"a",
"novel",
"web",
"-",
"based",
"annotation",
"software",
"application",
",",
"Text",
"Annotation",
"Graphs",
",",
"or",
"TAG",
",",
"that",
"provides",
"a",
"rich",
"set",
"of",
"tools",
"for",
"viewing",
"and",
"editing",
"annotations",
"that",
"capture",
"complex",
"natural",
"language",
"phenomena",
",",
"such",
"as",
"deeply",
"nested",
"event",
"structures",
"(",
"Figs",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-148 | [
"The",
"Train",
"/",
"Valid",
"/",
"Test",
"proportions",
"were",
"respectively",
"0.8/0.05/0.15",
"for",
"FF",
"and",
"0.85/0.0625/0.0875",
"for",
"W.",
"Preliminary",
"experiments",
"were",
"carried",
"out",
"on",
"each",
"dataset",
"separately",
"and",
"on",
"the",
"merge",
"subsets",
"FFW1",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4
] |
DEV-149 | [
"For",
"example",
",",
"MJ",
"is",
"the",
"alias",
"name",
"for",
"both",
"Michael",
"Jackson",
"(",
"Pop",
"Singer",
")",
"and",
"Michael",
"Jordan",
"(",
"Basketball",
"player",
")",
"."
] | [
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
0,
2,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-150 | [
"However",
",",
"LDA",
"requires",
"researchers",
"to",
"manually",
"input",
"the",
"number",
"of",
"components",
",",
"requires",
"labeled",
"data",
",",
"and",
"produces",
"features",
"that",
"are",
"not",
"easily",
"interpretable",
"."
] | [
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-151 | [
"A",
"survey",
"-",
"based",
"study",
"provides",
"all",
"the",
"progress",
"made",
"in",
"the",
"Sindhi",
"Natural",
"Language",
"Processing",
"(",
"SNLP",
")",
"with",
"the",
"complete",
"gist",
"of",
"adopted",
"techniques",
",",
"developed",
"tools",
"and",
"available",
"resources",
"which",
"show",
"that",
"work",
"on",
"resource",
"development",
"on",
"Sindhi",
"needs",
"more",
"sophisticated",
"efforts",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-152 | [
"Moreover",
",",
"they",
"had",
"combined",
"restricted",
"Boltzmann",
"machine",
"(",
"RBM",
")",
"and",
"CNN",
"for",
"Arabic",
"HNC",
"."
] | [
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
1,
4,
4,
1,
4
] |
DEV-153 | [
"This",
"was",
"followed",
"by",
"a",
"second",
"push",
"over",
"TV",
"during",
"a",
"major",
"Cricket",
"event",
"(",
"on",
"DD",
"Sports",
"during",
"the",
"Indian",
"Premier",
"League",
"finals",
")",
"on",
"27",
"May",
"2018",
"to",
"the",
"whole",
"country",
",",
"which",
"reached",
"1.37",
"million",
"viewers.(TV",
"data",
"was",
"collected",
"by",
"Eurodata",
"TV",
"via",
"BARC",
"in",
"India",
".",
")"
] | [
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4
] |
DEV-154 | [
"The",
"output",
"units",
"of",
"the",
"acoustic",
"models",
"are",
"tied",
"triphone",
"states",
"obtained",
"using",
"a",
"Classification",
"and",
"Regression",
"Tree",
"(",
"CART",
")",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4
] |
DEV-155 | [
"Each",
"figure",
"represents",
"the",
"Accuracy",
"(",
"ACC",
")",
"(",
"the",
"higher",
"the",
"better",
")",
";",
"and",
"the",
"Expected",
"Calibration",
"Error",
"(",
"ECE",
")",
"(",
"the",
"lower",
"the",
"better",
")",
"."
] | [
4,
4,
4,
4,
0,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-156 | [
"This",
"is",
"because",
"a",
"small",
"number",
"of",
"devices",
"apply",
"the",
"CV",
"charging",
"to",
"charge",
"the",
"first",
"10",
"and",
"then",
"the",
"CC",
"charging",
"begins",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4
] |
DEV-157 | [
"iii",
")",
"Training",
"Objective",
":",
"Most",
"existing",
"dialogue",
"models",
"are",
"trained",
"using",
"maximum",
"likelihood",
"estimation",
"(",
"MLE",
")",
"with",
"teacher",
"forcing",
"because",
"autoregressive",
"sampling",
"leads",
"to",
"unstable",
"training",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-158 | [
"We",
"focus",
"on",
"a",
"simple",
"synthesis",
"algorithm",
",",
"where",
"we",
"explore",
"two",
"patch",
"match",
"heuristics",
";",
"the",
"well",
"known",
"Bidirectional",
"Similarity",
"(",
"BS",
")",
"measure",
"and",
"a",
"heuristic",
"that",
"finds",
"near",
"permutations",
"using",
"the",
"solution",
"of",
"an",
"entropy",
"regularized",
"optimal",
"transport",
"(",
"OT",
")",
"problem",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4
] |
DEV-159 | [
"Response",
"Map",
"Generation",
"(",
"RMG",
")",
":",
"In",
"order",
"to",
"detect",
"Interest",
"Points",
"(",
"IPs)using",
"the",
"determinant",
"of",
"the",
"Hessian",
"Matrix",
"of",
"image",
",",
"the",
"RMG",
"Process",
"constructs",
"the",
"scale",
"-",
"space",
"of",
"the",
"image",
"."
] | [
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-160 | [
"Using",
"as",
"much",
"training",
"data",
"as",
"possible",
"proved",
"to",
"be",
"useful",
":",
"training",
"a",
"denseNet",
"on",
"FF",
"only",
"gave",
"a",
"86.29",
"to",
"be",
"compared",
"to",
"a",
"87.41",
"score",
",",
"when",
"using",
"FFW2",
"for",
"training",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4
] |
DEV-161 | [
"On",
"the",
"other",
"hand",
",",
"MM",
"outperforms",
"TM",
"model",
"for",
"big",
"differences",
"between",
"the",
"model",
"answer",
"and",
"student",
"answer",
"(",
"with",
"distance",
"5",
"and",
"6",
")",
"."
] | [
4,
4,
4,
4,
4,
1,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-162 | [
"Android",
"instrumentation",
"can",
"load",
"both",
"a",
"test",
"package",
"and",
"the",
"app",
"under",
"test",
"(",
"AUT",
")",
"into",
"the",
"same",
"process",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4
] |
DEV-163 | [
"On",
"the",
"contrary",
",",
"as",
"depicted",
"on",
"the",
"left",
"panel",
"of",
"Fig",
",",
"our",
"PCD",
"(",
"for",
"Pure",
"Census",
"Disagregation",
")",
"method",
"generates",
"maps",
"with",
"a",
"natural",
"distribution",
"aspect",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
0,
2,
2,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-164 | [
"WDR",
"-",
"Weighted",
"Data",
"Rate",
"."
] | [
1,
4,
0,
2,
2,
4
] |
DEV-165 | [
"Oxford",
"University",
"Press",
",",
"Inc.",
",",
"New",
"York",
",",
"NY",
",",
"USA",
",",
"1994",
"."
] | [
4,
4,
4,
4,
1,
4,
0,
2,
4,
1,
4,
1,
4,
4,
4
] |
DEV-166 | [
"ID3",
"is",
"a",
"popular",
"decision",
"tree",
"algorithm",
"proposed",
"by",
"Ross",
"Quinlan",
",",
"and",
"C4.5",
"is",
"an",
"extension",
"of",
"ID3",
"with",
"improved",
"computing",
"efficiency",
",",
"and",
"other",
"more",
"functions",
",",
"including",
"dealing",
"with",
"continuous",
"values",
",",
"handling",
"attributes",
"with",
"missing",
"values",
",",
"and",
"avoiding",
"over",
"fitting",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-167 | [
"T.E.",
"is",
"funded",
"by",
"Engineering",
"and",
"Physical",
"Sciences",
"Research",
"Council",
"(",
"EPSRC",
")",
"National",
"Productivity",
"Investment",
"Fund",
"(",
"NPIF",
")",
",",
"reference",
"2089662",
",",
"and",
"Cantab",
"Capital",
"Institute",
"for",
"Mathematics",
"of",
"Information",
"(",
"CCIMI",
")",
"."
] | [
4,
4,
4,
4,
0,
2,
2,
2,
2,
2,
4,
1,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
2,
2,
2,
4,
1,
4,
4
] |
DEV-168 | [
"which",
"shows",
"the",
"cumulative",
"density",
"functions",
"(",
"CDF",
")",
"of",
"the",
"basin",
"-",
"specific",
"NSE",
"values",
"for",
"all",
"six",
"LSTM",
"models",
"(",
"three",
"model",
"configurations",
",",
"and",
"two",
"loss",
"functions",
")",
"over",
"the",
"531",
"basins",
"."
] | [
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-169 | [
"Sergey",
"Salishev",
",",
"Andrey",
"Barabanov",
",",
"Daniil",
"Kocharov",
",",
"Pavel",
"Skrelin",
",",
"Mikhail",
"Moiseev",
",",
"Voice",
"Activity",
"Detector",
"(",
"VAD",
")",
"Based",
"on",
"Long",
"-",
"Term",
"Mel",
"Frequency",
"Band",
"Features",
",",
"Lecture",
"Notes",
"in",
"Computer",
"Science",
",",
"2016",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-170 | [
"Therefore",
",",
"we",
"can",
"use",
"the",
"character",
"gap",
"of",
"1000",
"ms",
"for",
"Character",
"Transfer",
"Rate",
"(",
"CTR",
")",
"calculations",
"as",
"the",
"sample",
"data",
"do",
"not",
"show",
"a",
"statistically",
"significant",
"difference",
"with",
"the",
"treatment",
"which",
"gives",
"the",
"highest",
"reading",
"accuracy",
"of",
"90.1",
"(",
"Character",
"Gap=1500",
"ms",
")",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-171 | [
"As",
"a",
"result",
",",
"various",
"demand",
"response",
"(",
"DR",
")",
"frameworks",
"are",
"gaining",
"popularity",
"because",
"of",
"their",
"ability",
"to",
"shape",
"electricity",
"demand",
"by",
"broadcasting",
"time",
"-",
"varying",
"signals",
"to",
"customers",
";",
"however",
",",
"most",
"aggregators",
"have",
"not",
"implemented",
"complex",
"DR",
"programs",
"beyond",
"peak",
"shaving",
"and",
"emergency",
"load",
"reduction",
"initiatives",
"."
] | [
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-172 | [
"(",
"E",
")",
"Canalizing",
"Map",
"(",
"CM",
")",
"of",
"automaton",
"TFL1",
",",
"with",
"its",
"two",
"possible",
"states",
",",
"TFL1",
",",
"shown",
"as",
"circles",
"with",
"red",
"contour",
";",
"white",
"(",
"black",
")",
"fill",
"color",
"denotes",
"state",
"0",
"(",
"1",
")",
"."
] | [
4,
1,
4,
0,
2,
4,
1,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-173 | [
"To",
"further",
"prolong",
"the",
"lifetime",
",",
"EH",
"technology",
"is",
"adopted",
"for",
"MTCDs",
"to",
"harvest",
"energy",
"remotely",
"from",
"RF",
"signals",
"radiated",
"by",
"MTCGs",
"."
] | [
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
1,
4,
4,
4,
1,
4
] |
DEV-174 | [
"Intents",
"are",
"widely",
"employed",
"in",
"natural",
"language",
"processing",
"(",
"NLP",
")",
"and",
"AI",
"-",
"based",
"techniques",
"from",
"these",
"domains",
"can",
"be",
"used",
"to",
"integrate",
"user",
"interaction",
"platforms",
"such",
"as",
"chatbots",
",",
"voice",
"command",
"devices",
",",
"etc",
".",
","
] | [
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-175 | [
"There",
"are",
"two",
"LAs",
"in",
"the",
"SCMS",
",",
"referred",
"to",
"as",
"LA",
"and",
"LA",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-176 | [
"Deep",
"neural",
"network",
"(",
"DNN",
")",
"with",
"rectified",
"linear",
"unit",
"(",
"ReLU",
")",
"activation",
"function",
"is",
"mathematically",
"equivalent",
"to",
"a",
"set",
"of",
"local",
"linear",
"functions",
"corresponding",
"to",
"different",
"input",
"regions",
"."
] | [
0,
2,
2,
4,
1,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-177 | [
"Between",
"two",
"methods",
"presented",
"in",
"Sections",
"III",
"and",
"IV",
",",
"the",
"continuous",
"profile",
"model",
"(",
"CPM",
")",
"gives",
"an",
"advantage",
"over",
"the",
"DTW",
"distance",
"based",
"clustering",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4
] |
DEV-178 | [
"They",
"firstly",
"formulate",
"the",
"problem",
"as",
"a",
"\"",
"Multi",
"-",
"level",
"Generalized",
"Assignment",
"Problem",
"\"",
"(",
"MGAP",
")",
"to",
"accomplish",
"the",
"critical",
"requirement",
"of",
"increasing",
"the",
"ROI",
"under",
"the",
"various",
"constraints",
"of",
"power",
"budget",
"and",
"SLA",
"violation",
",",
"and",
"secondly",
"propose",
"a",
"first",
"fit",
"heuristic",
"algorithm",
"to",
"resolve",
"it",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
2,
2,
4,
4,
1,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-179 | [
"In",
"the",
"context",
"of",
"large",
"-",
"scale",
"empirical",
"risk",
"minimization",
"problems",
",",
"the",
"gradient",
"can",
"not",
"be",
"calculated",
"at",
"every",
"iteration",
",",
"and",
"instead",
"stochastic",
"approximations",
"of",
"the",
"gradient",
"are",
"used",
",",
"as",
"in",
"the",
"stochastic",
"gradient",
"descent",
"(",
"SGD",
")",
"method",
"and",
"its",
"variants",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4
] |
DEV-180 | [
"Following",
"this",
",",
"the",
"FullConvNet",
"predicted",
"output",
"is",
"modeled",
"as",
"a",
"unary",
"term",
"for",
"Conditional",
"Random",
"Field",
"(",
"CRF",
")",
"constructed",
"over",
"the",
"image",
"grid",
"at",
"its",
"original",
"resolution",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-181 | [
"PV",
"denotes",
"paragraph",
"vector",
"here",
"."
] | [
1,
4,
0,
2,
4,
4
] |
DEV-182 | [
"Among",
"the",
"suppression",
"methods",
"for",
"SI",
",",
"MIMO",
"processing",
",",
"specialized",
"in",
"the",
"spatial",
"domain",
",",
"provides",
"an",
"exceptionally",
"effective",
"means",
"."
] | [
4,
4,
4,
4,
4,
1,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-183 | [
"Our",
"primary",
"evaluation",
"metric",
"is",
"Cumulative",
"Residual",
"Threat",
"(",
"CRT",
")",
"defined",
"in",
"eq",
":",
"crt",
"."
] | [
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4
] |
DEV-184 | [
"New",
"York",
",",
"NY",
",",
"USA",
":",
"ACM",
"."
] | [
0,
2,
4,
1,
4,
1,
4,
1,
4
] |
DEV-185 | [
"We",
"expect",
"that",
"the",
"future",
"development",
"of",
"the",
"paradigm",
"of",
"augmented",
"artificial",
"intelligence",
"based",
"on",
"the",
"hierarchy",
":",
"core",
"AI",
"systems",
"-",
"clouds",
"of",
"simple",
"correctors",
"-",
"networks",
"of",
"interacting",
"AI",
"systems",
"with",
"mutual",
"corrections",
"will",
"help",
"in",
"solution",
"of",
"the",
"real",
"life",
"problems",
"and",
"in",
"the",
"development",
"of",
"interdisciplinary",
"neuroscience",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-186 | [
"Secondly",
",",
"a",
"scientific",
"contribution",
"since",
"it",
"will",
"enable",
"the",
"collaboration",
"among",
"experts",
"of",
"the",
"Modelling",
"Simulation",
"(",
"MS",
")",
"field",
"with",
"the",
"agent",
"-",
"directed",
"paradigm",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-187 | [
"To",
"investigate",
"this",
"effect",
",",
"we",
"consider",
"two",
"initialization",
"schemes",
":",
"1",
")",
"SVD",
"-",
"initial",
",",
"in",
"which",
"the",
"beam",
"directions",
"for",
"each",
"user",
"are",
"chosen",
"as",
"the",
"unitary",
"matrices",
"obtained",
"by",
"the",
"singular",
"value",
"decomposition",
"(",
"SVD",
")",
"of",
"channel",
"matrices",
"and",
"the",
"total",
"power",
"at",
"each",
"RRH",
"is",
"equally",
"allocated",
"to",
"the",
"users",
"potentially",
"served",
"by",
"each",
"RRH",
";",
"2",
")",
"Rand",
"-",
"initial",
",",
"in",
"which",
"both",
"the",
"beam",
"directions",
"and",
"power",
"allocations",
"are",
"randomly",
"generated",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-188 | [
"The",
"column",
"contains",
"the",
"optimal",
"interpolation",
"weight",
"for",
"models",
"with",
"linear",
"interpolation",
"and",
"the",
"optimal",
"scale",
"for",
"the",
"IW",
"for",
"models",
"with",
"IW",
"interpolation",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4
] |
DEV-189 | [
"Since",
"the",
"update",
"'s",
"authentication",
"code",
"and",
"verification",
"key",
"are",
"stored",
"in",
"the",
"contract",
",",
"AVs",
",",
"by",
"consulting",
"the",
"blockchain",
",",
"can",
"check",
"whether",
"a",
"received",
"firmware",
"update",
"is",
"the",
"same",
"one",
"that",
"was",
"originally",
"approved",
"by",
"the",
"AV",
"manufacturer",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-190 | [
"On",
"the",
"other",
"hand",
",",
"most",
"graph",
"databases",
"are",
"based",
"on",
"the",
"Property",
"Graph",
"(",
"PG",
")",
"data",
"model",
",",
"there",
"is",
"no",
"standard",
"query",
"language",
",",
"and",
"there",
"is",
"no",
"standard",
"notion",
"of",
"property",
"graph",
"schema",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-191 | [
"More",
"precisely",
",",
"we",
"consider",
"a",
"set",
"of",
"agents",
"that",
"own",
"both",
"renewable",
"distributed",
"energy",
"resources",
"(",
"DER",
")",
"and",
"electrical",
"loads",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4
] |
DEV-192 | [
"To",
"do",
"so",
",",
"adversaries",
"adopt",
"adversarial",
"machine",
"learning",
"algorithms",
"(",
"AML",
")",
"to",
"design",
"an",
"example",
"set",
"called",
"poison",
"data",
"which",
"is",
"used",
"to",
"fool",
"machine",
"learning",
"models",
"."
] | [
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-193 | [
"Diarization",
"error",
"rate",
"(",
"DER",
")",
"is",
"the",
"sum",
"of",
"missed",
"speech",
"(",
"MS",
")",
",",
"false",
"alarm",
"(",
"FA",
")",
"and",
"speaker",
"error",
"rate",
"(",
"SER",
")",
"."
] | [
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
0,
2,
4,
1,
4,
4,
0,
2,
2,
4,
1,
4,
4
] |
DEV-194 | [
"MCCs",
"can",
"be",
"set",
"up",
"in",
"two",
"possible",
"configurations",
":",
"static",
"camera",
"clusters",
"(",
"SCCs",
")",
"or",
"dynamic",
"camera",
"clusters",
"(",
"DCCs",
")",
"."
] | [
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
0,
2,
2,
4,
1,
4,
4
] |
DEV-195 | [
"The",
"architecture",
"of",
"our",
"combined",
"network",
"Binary",
"Weight",
"Hadamard",
"-",
"Transformed",
"Image",
"Network",
"(",
"BWHIN",
")",
"is",
"summarized",
"in",
"Figure",
"."
] | [
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4
] |
DEV-196 | [
"Note",
"that",
",",
"for",
"Case",
"4",
"and",
"WD",
"automatically",
"holds",
"but",
"after",
"interchanging",
"last",
"two",
"classifiers",
",",
"WD",
"does",
"not",
"hold",
"for",
"Case",
"4",
"whereas",
"holds",
"for",
"Case",
"5",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-197 | [
"The",
"imbalance",
"ratio",
"(",
"IR",
")",
"between",
"4",
"classes",
"is",
"1.64:1.50:1.27:1.00",
"."
] | [
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4
] |
DEV-198 | [
"Wide",
"supply",
"range",
"on",
"-",
"chip",
"switched",
"capacitor",
"(",
"SC",
")",
"converter",
"has",
"been",
"implemented",
"for",
"DVS",
"but",
"it",
"suffers",
"from",
"low",
"efficiency",
"and",
"on",
"-",
"chip",
"area",
"overhead",
"."
] | [
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
DEV-199 | [
"The",
"higher",
"level",
"tasks",
"in",
"NLP",
"are",
"Machine",
"Translation",
"(",
"MT",
")",
",",
"Information",
"Extraction",
"(",
"IE",
")",
",",
"Information",
"Retrieval",
"(",
"IR",
")",
",",
"Automatic",
"Text",
"Summarization",
"(",
"ATS",
")",
",",
"Question",
"-",
"Answering",
"System",
",",
"Parsing",
",",
"Sentiment",
"Analysis",
",",
"Natural",
"Language",
"Understanding",
"(",
"NLU",
")",
"and",
"Natural",
"Language",
"Generation",
"(",
"NLG",
")",
"."
] | [
4,
4,
4,
4,
4,
1,
4,
0,
2,
4,
1,
4,
4,
0,
2,
4,
1,
4,
4,
0,
2,
4,
1,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
0,
2,
2,
4,
1,
4,
4
] |