id sid eid entity type ajst-19344 1 1 academic journal of science and technology issn ORG ajst-19344 1 2 2771-3032 CARDINAL ajst-19344 2 1 10 CARDINAL ajst-19344 2 2 1 CARDINAL ajst-19344 2 3 2024 456 DATE ajst-19344 2 4 chen wang1 PERSON ajst-19344 2 5 1 CARDINAL ajst-19344 2 6 chengdu university of information technology ORG ajst-19344 2 7 chengdu GPE ajst-19344 2 8 610225 DATE ajst-19344 2 9 china GPE ajst-19344 10 1 1 CARDINAL ajst-19344 13 1 1 CARDINAL ajst-19344 14 1 distributions[2 GPE ajst-19344 17 1 1 CARDINAL ajst-19344 20 1 min-max PERSON ajst-19344 26 1 dain PERSON ajst-19344 26 2 457 CARDINAL ajst-19344 28 1 two CARDINAL ajst-19344 36 1 5 CARDINAL ajst-19344 36 2 10 DATE ajst-19344 36 3 15 minutes TIME ajst-19344 36 4 mae PERSON ajst-19344 36 5 3.221 CARDINAL ajst-19344 36 6 3.636 CARDINAL ajst-19344 36 7 3.846 CARDINAL ajst-19344 37 1 4.07% PERCENT ajst-19344 37 2 4.60% PERCENT ajst-19344 37 3 4.47% PERCENT ajst-19344 37 4 3.846% PERCENT ajst-19344 38 1 2 CARDINAL ajst-19344 38 2 2.1 CARDINAL ajst-19344 41 1 ∈ ORG ajst-19344 41 2 3 CARDINAL ajst-19344 41 3 three CARDINAL ajst-19344 42 1 2.2 CARDINAL ajst-19344 42 2 2 CARDINAL ajst-19344 42 3 2 CARDINAL ajst-19344 44 1 two CARDINAL ajst-19344 46 1 π‘ƒπ‘Ÿπ‘œπ‘π‘†π‘π‘Žπ‘Ÿπ‘ π‘’ ORG ajst-19344 46 2 𝑂 πΏπ‘™π‘œπ‘” 𝐿 ORG ajst-19344 48 1 𝑿de PERSON ajst-19344 49 1 two CARDINAL ajst-19344 49 2 one CARDINAL ajst-19344 53 1 458 2.3 CARDINAL ajst-19344 56 1 3 CARDINAL ajst-19344 57 1 3 CARDINAL ajst-19344 58 1 4 CARDINAL ajst-19344 58 2 4 CARDINAL ajst-19344 59 1 layer[14 ORG ajst-19344 59 2 1 CARDINAL ajst-19344 59 3 zero CARDINAL ajst-19344 59 4 π»π‘Š GPE ajst-19344 59 5 π»π‘Š GPE ajst-19344 59 6 1 CARDINAL ajst-19344 59 7 π»π‘Š GPE ajst-19344 62 1 secondly ORDINAL ajst-19344 63 1 π‘ƒπ‘Ÿπ‘œπ‘π‘†π‘π‘Žπ‘Ÿπ‘ π‘’ ORG ajst-19344 63 2 π‘‚β„Ž π‘ƒπ‘Ÿπ‘œπ‘π‘†π‘π‘Žπ‘Ÿπ‘ π‘’ π΄π‘‘π‘‘π‘’π‘›π‘‘π‘–π‘œπ‘› π‘„β„Ž PERSON ajst-19344 63 3 π‘‰β„Ž PERSON ajst-19344 63 4 1 CARDINAL ajst-19344 63 5 π‘ƒπ‘Ÿπ‘œπ‘π‘†π‘π‘Žπ‘Ÿπ‘ π‘’ ORG ajst-19344 65 1 2 CARDINAL ajst-19344 66 1 one CARDINAL ajst-19344 66 2 max PERSON ajst-19344 67 1 2.4 CARDINAL ajst-19344 74 1 2 CARDINAL ajst-19344 77 1 3),(4 CARDINAL ajst-19344 77 2 3 CARDINAL ajst-19344 77 3 4 CARDINAL ajst-19344 78 1 ε€šε€΄ζ³¨ζ„εŠ›ζœΊεˆΆ conv PERSON ajst-19344 78 2 k q PERSON ajst-19344 79 1 k PERSON ajst-19344 79 2 459 CARDINAL ajst-19344 80 1 5 CARDINAL ajst-19344 81 1 5 CARDINAL ajst-19344 88 1 2.5 CARDINAL ajst-19344 90 1 5 CARDINAL ajst-19344 90 2 5 CARDINAL ajst-19344 90 3 𝑋de NORP ajst-19344 90 4 concat xtoken PERSON ajst-19344 90 5 π‘Œ ∈ ORG ajst-19344 90 6 6 CARDINAL ajst-19344 91 1 𝑿token ∈ ORG ajst-19344 92 1 𝐿token ORG ajst-19344 95 1 2.6 CARDINAL ajst-19344 96 1 mse ORG ajst-19344 97 1 π‘Œ π‘Œ ORG ajst-19344 97 2 7 CARDINAL ajst-19344 97 3 3 CARDINAL ajst-19344 97 4 3.1 CARDINAL ajst-19344 98 1 1 CARDINAL ajst-19344 99 1 hepato ORG ajst-19344 99 2 150 CARDINAL ajst-19344 100 1 only 11 CARDINAL ajst-19344 101 1 every 5 seconds TIME ajst-19344 103 1 1 CARDINAL ajst-19344 104 1 one CARDINAL ajst-19344 105 1 two CARDINAL ajst-19344 107 1 around 50,000 CARDINAL ajst-19344 108 1 3.2 CARDINAL ajst-19344 108 2 mae PERSON ajst-19344 109 1 mae PERSON ajst-19344 109 2 9 CARDINAL ajst-19344 110 1 two CARDINAL ajst-19344 111 1 corr PERSON ajst-19344 111 2 10 CARDINAL ajst-19344 111 3 460 PRODUCT ajst-19344 112 1 corr ranges from PERSON ajst-19344 112 2 1 CARDINAL ajst-19344 113 1 1 CARDINAL ajst-19344 114 1 8) 𝑀𝐴𝐸 βˆ‘ QUANTITY ajst-19344 114 2 9 CARDINAL ajst-19344 114 3 10 CARDINAL ajst-19344 114 4 3.3 CARDINAL ajst-19344 115 1 5 CARDINAL ajst-19344 115 2 10 DATE ajst-19344 115 3 15 minutes TIME ajst-19344 115 4 60 CARDINAL ajst-19344 115 5 120 CARDINAL ajst-19344 115 6 180 CARDINAL ajst-19344 116 1 three CARDINAL ajst-19344 117 1 5-minute TIME ajst-19344 118 1 10 CARDINAL ajst-19344 118 2 15-minute TIME ajst-19344 119 1 5-fold CARDINAL ajst-19344 120 1 10 CARDINAL ajst-19344 120 2 64 CARDINAL ajst-19344 120 3 100 CARDINAL ajst-19344 121 1 3 CARDINAL ajst-19344 121 2 512 CARDINAL ajst-19344 121 3 2 CARDINAL ajst-19344 121 4 1 CARDINAL ajst-19344 121 5 0.05 CARDINAL ajst-19344 122 1 3.4 CARDINAL ajst-19344 122 2 3.4.1 CARDINAL ajst-19344 123 1 firstly ORDINAL ajst-19344 124 1 architecture[12 ORG ajst-19344 128 1 2 CARDINAL ajst-19344 129 1 5 CARDINAL ajst-19344 129 2 10 DATE ajst-19344 129 3 15 minutes TIME ajst-19344 129 4 mae ORG ajst-19344 129 5 1.53% PERCENT ajst-19344 129 6 3.17% PERCENT ajst-19344 129 7 6.92% PERCENT ajst-19344 129 8 4.07% PERCENT ajst-19344 129 9 4.60% PERCENT ajst-19344 129 10 4.47% PERCENT ajst-19344 130 1 2 CARDINAL ajst-19344 130 2 5 minutes 10 minutes 15 minutes TIME ajst-19344 130 3 corr mae ORG ajst-19344 130 4 corr mae PERSON ajst-19344 130 5 6.476 0.881 CARDINAL ajst-19344 130 6 0.844 MONEY ajst-19344 130 7 4.511 7.732 0.814 -z MONEY ajst-19344 131 1 3.721 CARDINAL ajst-19344 131 2 4.372 MONEY ajst-19344 131 3 4.785 MONEY ajst-19344 131 4 7.912 MONEY ajst-19344 131 5 0.803 + MONEY ajst-19344 131 6 4.281 CARDINAL ajst-19344 132 1 3.532 6.428 CARDINAL ajst-19344 132 2 0.884 MONEY ajst-19344 132 3 6.981 CARDINAL ajst-19344 133 1 4.007 DATE ajst-19344 133 2 0.876 CARDINAL ajst-19344 133 3 6.757 0.860 CARDINAL ajst-19344 133 4 mae ORG ajst-19344 140 1 461 CARDINAL ajst-19344 146 1 3 CARDINAL ajst-19344 149 1 5 and 10 minutes TIME ajst-19344 150 1 15 minutes TIME ajst-19344 154 1 4. CARDINAL ajst-19344 159 1 3 CARDINAL ajst-19344 159 2 5 minutes 10 minutes 15 minutes TIME ajst-19344 159 3 corr mae ORG ajst-19344 159 4 corr mae PERSON ajst-19344 159 5 6.300 CARDINAL ajst-19344 159 6 3.755 MONEY ajst-19344 159 7 0.836 CARDINAL ajst-19344 159 8 3.244 CARDINAL ajst-19344 159 9 6.015 MONEY ajst-19344 159 10 3.645 DATE ajst-19344 159 11 0.875 MONEY ajst-19344 159 12 3.254 CARDINAL ajst-19344 159 13 6.028 MONEY ajst-19344 159 14 3.638 CARDINAL ajst-19344 159 15 3.221 CARDINAL ajst-19344 159 16 0.876 CARDINAL ajst-19344 159 17 6.757 0.860 CARDINAL ajst-19344 159 18 1 CARDINAL ajst-19344 159 19 van der ven w h PERSON ajst-19344 161 1 one CARDINAL ajst-19344 161 2 first ORDINAL ajst-19344 162 1 2021 CARDINAL ajst-19344 162 2 169(6 DATE ajst-19344 162 3 1300 CARDINAL ajst-19344 163 1 2 CARDINAL ajst-19344 163 2 parati g PERSON ajst-19344 163 3 ochoa j e PERSON ajst-19344 164 1 2013 DATE ajst-19344 164 2 10(3 DATE ajst-19344 164 3 143 CARDINAL ajst-19344 165 1 3 CARDINAL ajst-19344 165 2 ayo c k. stock price prediction ORG ajst-19344 166 1 2014 DATE ajst-19344 166 2 106-112 CARDINAL ajst-19344 167 1 4 CARDINAL ajst-19344 167 2 arabo w k. PERSON ajst-19344 168 1 science journal of university of zakho ORG ajst-19344 168 2 2017 DATE ajst-19344 168 3 5(4 DATE ajst-19344 168 4 319 CARDINAL ajst-19344 169 1 5 CARDINAL ajst-19344 169 2 sahu k. normalization PERSON ajst-19344 170 1 arxiv preprint arxiv:1503.06462, ORG ajst-19344 170 2 2015 DATE ajst-19344 171 1 6 CARDINAL ajst-19344 171 2 martinez l c FAC ajst-19344 171 3 de oliveira PERSON ajst-19344 172 1 2010 DATE ajst-19344 173 1 2010 DATE ajst-19344 173 2 1-8 CARDINAL ajst-19344 174 1 7 CARDINAL ajst-19344 176 1 2019 DATE ajst-19344 176 2 31(9 DATE ajst-19344 176 3 37603765 DATE ajst-19344 177 1 8 CARDINAL ajst-19344 177 2 wang j PERSON ajst-19344 177 3 feng w PERSON ajst-19344 177 4 adarnn PERSON ajst-19344 177 5 30th ORDINAL ajst-19344 178 1 2021 CARDINAL ajst-19344 178 2 402 CARDINAL ajst-19344 179 1 9 CARDINAL ajst-19344 179 2 kim t PERSON ajst-19344 179 3 kim j PERSON ajst-19344 179 4 2021 CARDINAL ajst-19344 180 1 462 CARDINAL ajst-19344 181 1 10 CARDINAL ajst-19344 181 2 zhang y t PERSON ajst-19344 181 3 biomedical & health informatics ORG ajst-19344 182 1 2018 DATE ajst-19344 182 2 323 CARDINAL ajst-19344 183 1 11 CARDINAL ajst-19344 183 2 kang PERSON ajst-19344 183 3 jung w GPE ajst-19344 184 1 2019 DATE ajst-19344 184 2 9(23 CARDINAL ajst-19344 184 3 5135 DATE ajst-19344 185 1 12 CARDINAL ajst-19344 185 2 liu y, wu h PERSON ajst-19344 185 3 wang j PERSON ajst-19344 187 1 2022 CARDINAL ajst-19344 187 2 35 CARDINAL ajst-19344 187 3 9881-9893 DATE ajst-19344 188 1 13 CARDINAL ajst-19344 188 2 zhang s PERSON ajst-19344 188 3 peng j PERSON ajst-19344 189 1 2021 CARDINAL ajst-19344 189 2 35(12 CARDINAL ajst-19344 189 3 11106-11115 DATE ajst-19344 190 1 14 CARDINAL ajst-19344 190 2 jin x PERSON ajst-19344 190 3 xuan y PERSON ajst-19344 192 1 2019 DATE ajst-19344 192 2 32 DATE ajst-19344 193 1 15 CARDINAL ajst-19344 193 2 kheng PERSON ajst-19344 193 3 rahman n h. PERSON ajst-19344 194 1 2012 DATE ajst-19344 194 2 5(1 DATE ajst-19344 194 3 1-7 DATE ajst-19344 195 1 16 CARDINAL ajst-19344 196 1 2017 DATE ajst-19344 196 2 30 DATE ajst-19344 197 1 17 CARDINAL ajst-19344 197 2 hochreiter s. PERSON ajst-19344 197 3 linear ORG ajst-19344 198 1 arxiv preprint arxiv:1511.07289, 2015 ORG ajst-19344 199 1 18 CARDINAL ajst-19344 199 2 das a. PERSON ajst-19344 200 1 arxiv preprint arxiv:1812.05519, 2018 ORG ajst-19344 201 1 19 CARDINAL ajst-19344 201 2 2007 DATE