{"id":3368,"date":"2023-06-28T14:27:32","date_gmt":"2023-06-28T07:27:32","guid":{"rendered":"https:\/\/www.clc.hcmus.edu.vn\/?p=3368"},"modified":"2023-11-23T14:59:02","modified_gmt":"2023-11-23T07:59:02","slug":"tri-tue-nhan-tao-dat-chan-vao-the-gioi-ngon-ngu-tieng-viet","status":"publish","type":"post","link":"https:\/\/www.clc.hcmus.edu.vn\/?p=3368","title":{"rendered":"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ‘\u0111\u1eb7t ch\u00e2n’ v\u00e0o th\u1ebf gi\u1edbi ng\u00f4n ng\u1eef ti\u1ebfng Vi\u1ec7t"},"content":{"rendered":"

Vi\u1ec7c k\u1ebft h\u1ee3p gi\u1eefa ng\u00f4n ng\u1eef v\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh c\u00f3 th\u1ec3 gi\u00fap \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh h\u1ecdc nh\u1eefng ng\u00f4n ng\u1eef v\u1ed1n kh\u00f4ng ph\u1ea3i ti\u1ebfng m\u1eb9 \u0111\u1ebb, k\u1ec3 c\u1ea3 nh\u1eefng ng\u00f4n ng\u1eef \u0111\u01b0\u1ee3c xem l\u00e0 kh\u00f3 nh\u01b0 ti\u1ebfng Vi\u1ec7t. Qu\u00e1 tr\u00ecnh n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap con ng\u01b0\u1eddi h\u1ecdc ngo\u1ea1i ng\u1eef nhanh h\u01a1n m\u00e0 c\u00f2n gi\u00fap tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) c\u00f3 th\u1ec3 ‘hi\u1ec3u’ v\u00e0 ‘ph\u1ea3n h\u1ed3i’ ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean t\u1ed1t h\u01a1n.<\/b><\/p>\n

AI \u0111\u00e3 thay \u0111\u1ed5i c\u00e1ch d\u1ea1y – h\u1ecdc c\u1ee7a ng\u00e0nh gi\u00e1o d\u1ee5c<\/strong><\/p>\n

L\u00e3nh \u0111\u1ea1o c\u1ee7a m\u1ed9t doanh nghi\u1ec7p c\u00f3 v\u1ed1n \u0111\u1ea7u t\u01b0 ti\u1ebfp tr\u1ef1c ti\u1ebfp n\u01b0\u1edbc ngo\u00e0i (FDI) t\u1ea1i Vi\u1ec7t Nam mong mu\u1ed1n h\u1ecdc ti\u1ebfng Vi\u1ec7t nhanh, \u0111\u1ecdc \u0111\u01b0\u1ee3c 90% n\u1ed9i dung c\u00e1c v\u0103n b\u1ea3n th\u00f4ng th\u01b0\u1eddng. V\u1ea5n \u0111\u1ec1 l\u00e0, \u00f4ng qu\u00e1 b\u1eadn v\u00e0 ch\u1ec9 c\u00f3 kho\u1ea3ng th\u1eddi gian 1 ti\u1ebfng (t\u1eeb 12-13h tr\u01b0a m\u1ed7i ng\u00e0y) \u0111\u1ec3 h\u1ecdc. V\u1eady, c\u1ea7n \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 v\u00e0o ph\u1ea7n m\u1ec1m h\u1ecdc ng\u00f4n ng\u1eef ra sao \u0111\u1ec3 gi\u00fap \u00f4ng h\u1ecdc ngo\u1ea1i ng\u1eef nhanh?<\/p>\n

Tr\u00ean \u0111\u00e2y l\u00e0 b\u00e0i to\u00e1n c\u1ee7a v\u1ecb l\u00e3nh \u0111\u1ea1o c\u00f4ng ty FDI \u0111\u1eb7t ra v\u1edbi PGS-TS. \u0110inh \u0110i\u1ec1n, Gi\u00e1m \u0111\u1ed1c Trung t\u00e2m Ng\u00f4n ng\u1eef h\u1ecdc t\u00ednh to\u00e1n, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc t\u1ef1 nhi\u00ean, \u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia TP.HCM. L\u00e0 ng\u01b0\u1eddi c\u00f3 nhi\u1ec1u \u0111\u1ec1 t\u00e0i nghi\u00ean c\u1ee9u khoa h\u1ecdc v\u00e0 c\u00f4ng tr\u00ecnh c\u00f4ng b\u1ed1 qu\u1ed1c t\u1ebf v\u1ec1 \u00e1p d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) trong d\u1ecbch m\u00e1y, ng\u00f4n ng\u1eef h\u1ecdc \u0111\u1ed1i chi\u1ebfu v\u00e0 d\u1ea1y ti\u1ebfng Vi\u1ec7t cho ng\u01b0\u1eddi n\u01b0\u1edbc ngo\u00e0i, PGS. \u0110i\u1ec1n cho r\u1eb1ng, \u1ee9ng d\u1ee5ng AI r\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 trong ng\u00f4n ng\u1eef h\u1ecdc.<\/p>\n

\"1686812178035f0ca3f8e74c39d9dc4d2\"<\/a><\/p>\n

C\u1ee5 th\u1ec3, b\u01b0\u1edbc \u0111\u1ea7u ti\u00ean c\u1ee7a vi\u1ec7c h\u1ecdc b\u1ea5t k\u1ef3 m\u1ed9t ng\u00f4n ng\u1eef n\u00e0o l\u00e0 d\u1ea1y ng\u1eef \u00e2m. R\u00e0o c\u1ea3n \u1edf \u0111\u00e2y l\u00e0 ti\u1ebfng Vi\u1ec7t c\u00f3 thanh \u0111i\u1ec7u, do \u0111\u00f3, khi d\u1ea1y cho nh\u1eefng ng\u01b0\u1eddi h\u1ecdc thu\u1ed9c h\u1ec7 ng\u00f4n ng\u1eef kh\u00f4ng c\u00f3 thanh \u0111i\u1ec7u nh\u01b0 ng\u01b0\u1eddi Anh, Ph\u00e1p\u2026 s\u1ebd r\u1ea5t kh\u00f3. \u0110\u01a1n c\u1eed, thay v\u00ec h\u1ecfi: \u201cB\u1ea1n \u0111i\u00a0ng\u1ee7<\/em>\u00a0ch\u01b0a?\u201d th\u00ec ng\u01b0\u1eddi h\u1ecdc s\u1ebd n\u00f3i \u201cB\u1ea1n \u0111i\u00a0ngu<\/em>\u00a0ch\u01b0a?\u201d, b\u1edfi, h\u1ecd kh\u00f4ng ph\u00e2n bi\u1ec7t \u0111\u01b0\u1ee3c thanh \u0111i\u1ec7u. C\u1ea7n d\u1ea1y h\u1ecd \u0111\u1eb7t l\u01b0\u1ee1i \u1edf \u0111\u00e2u khi ph\u00e1t \u00e2m, kh\u1ea9u h\u00ecnh mi\u1ec7ng ra sao, ti\u1ebfng ph\u00e1t \u00e2m ra \u0111\u00fang hay sai kh\u00e1c nhau nh\u01b0 th\u1ebf n\u00e0o.<\/p>\n

L\u00fac n\u00e0y, ph\u1ea7n m\u1ec1m \u1ee9ng d\u1ee5ng AI trong d\u1ea1y ngo\u1ea1i ng\u1eef c\u00f3 th\u1ec3 m\u00f4 ph\u1ecfng kh\u1ea9u h\u00ecnh mi\u1ec7ng, ph\u00e1t \u00e2m s\u1eb5n \u0111\u1ec3 ng\u01b0\u1eddi h\u1ecdc b\u1eaft ch\u01b0\u1edbc. Sau \u0111\u00f3, ng\u01b0\u1eddi h\u1ecdc t\u1eadp ph\u00e1t \u00e2m l\u1ea1i, thu v\u00e0o ph\u1ea7n m\u1ec1m, s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ed1i s\u00e1nh gi\u1eefa ph\u00e1t \u00e2m c\u1ee7a ng\u01b0\u1eddi h\u1ecdc v\u00e0 ph\u00e1t \u00e2m chu\u1ea9n t\u1eeb ph\u1ea7n m\u1ec1m, c\u1ea3i thi\u1ec7n nhanh kh\u1ea3 n\u0103ng ph\u00e1t \u00e2m. T\u1ea5t c\u1ea3 c\u00e1c c\u00f4ng \u0111o\u1ea1n tr\u00ean \u0111\u1ec1u b\u1eaft bu\u1ed9c ph\u1ea3i \u1ee9ng d\u1ee5ng AI.<\/p>\n

M\u1ed9t d\u1eabn ch\u1ee9ng kh\u00e1c, theo\u00a0T\u1eeb \u0111i\u1ec3n ti\u1ebfng Vi\u1ec7t<\/em>\u00a0c\u1ee7a Vi\u1ec7n Ng\u00f4n ng\u1eef h\u1ecdc do c\u1ed1 GS. Ho\u00e0ng Ph\u00ea ch\u1ee7 bi\u00ean, v\u1ed1n t\u1eeb g\u1ed1c ti\u1ebfng Vi\u1ec7t c\u00f3 kho\u1ea3ng 34.000 t\u1eeb, t\u00ednh to\u00e1n cho th\u1ea5y, c\u1ea7n d\u1ea1y kho\u1ea3ng 10% s\u1ed1 l\u01b0\u1ee3ng t\u1eeb cho m\u00e1y, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng 3.400 t\u1eeb th\u00f4ng d\u1ee5ng, l\u00e0 m\u00e1y c\u00f3 th\u1ec3 \u0111\u1ecdc kho\u1ea3ng 90% v\u0103n b\u1ea3n ti\u1ebfng Vi\u1ec7t th\u00f4ng th\u01b0\u1eddng. \u0110\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c d\u1eef li\u1ec7u th\u1ed1ng k\u00ea n\u00e0y, PGS. \u0110i\u1ec1n bu\u1ed9c ph\u1ea3i s\u1eed d\u1ee5ng AI, g\u00e1n nh\u00e3n l\u00ean h\u1ec7 th\u1ed1ng t\u1eeb v\u1ef1ng trong kho ng\u1eef li\u1ec7u ti\u1ebfng Vi\u1ec7t.<\/p>\n

C\u00f3 th\u1ec3 n\u00f3i, AI \u0111\u00e3 thay \u0111\u1ed5i c\u00e1ch d\u1ea1y – h\u1ecdc c\u1ee7a ng\u00e0nh gi\u00e1o d\u1ee5c. Th\u1ef1c t\u1ebf, r\u1ea5t nhi\u1ec1u c\u00e1c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 ra \u0111\u1eddi nh\u1eb1m h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh d\u1ea1y – h\u1ecdc tr\u1edf n\u00ean nhanh ch\u00f3ng, hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n

C\u00e2u chuy\u1ec7n k\u1ebft h\u1ee3p gi\u1eefa khoa h\u1ecdc m\u00e1y t\u00ednh v\u00e0 ng\u00f4n ng\u1eef h\u1ecdc kh\u00e1 th\u00fa v\u1ecb tr\u00ean cho th\u1ea5y, qu\u00e1 tr\u00ecnh \u0111\u1ec3 hu\u1ea5n luy\u1ec7n, \u1ee9ng d\u1ee5ng AI v\u00e0o th\u1ef1c ti\u1ec5n l\u00e0 r\u1ea5t c\u1ea7n thi\u1ebft, song kh\u00f4ng d\u1ec5. C\u00e1c d\u1eef li\u1ec7u c\u1ea7n \u0111\u01b0\u1ee3c ph\u00e2n t\u00e1ch theo nhi\u1ec1u l\u1edbp \u0111\u1ecbnh danh, \u1edf m\u1ed7i l\u1edbp s\u1ebd ph\u1ea3i x\u1eed l\u00fd ti\u1ebfp t\u1eebng bi\u1ebfn s\u1ed1 v\u1edbi nh\u1eefng \u0111\u1ecbnh danh c\u1ee5 th\u1ec3 kh\u00e1c nhau n\u1eefa.<\/p>\n

\"1686812397459Capture\"<\/a><\/p>\n

Khi m\u00e1y m\u00f3c h\u1ecdc ng\u00f4n ng\u1eef…<\/strong><\/p>\n

Kh\u00f4ng ch\u1ec9 gi\u00fap con ng\u01b0\u1eddi h\u1ecdc ng\u00f4n ng\u1eef, AI c\u00f2n gi\u00fap h\u1ec7 th\u1ed1ng c\u00e1c tr\u1ee3 l\u00fd th\u00f4ng minh hi\u1ec3u ng\u00f4n ng\u1eef t\u1ed1t h\u01a1n. M\u00e1y m\u00f3c \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n v\u00e0 ti\u1ebfn b\u1ed9 m\u1ed7i ng\u00e0y.<\/p>\n

T\u01b0\u01a1ng t\u1ef1 c\u00e2u chuy\u1ec7n c\u1ee7a PGS-TS. \u0110inh \u0110i\u1ec1n, d\u01b0\u1edbi \u0111\u00e2y l\u1ea1i l\u00e0 d\u1eabn ch\u1ee9ng sinh \u0111\u1ed9ng kh\u00e1c v\u1ec1 c\u00e1ch m\u00e0 m\u1ed9t tr\u1ee3 l\u00fd th\u00f4ng minh hi\u1ec3u ng\u00f4n ng\u1eef con ng\u01b0\u1eddi. \u0110\u00f3 l\u00e0 qu\u00e1 tr\u00ecnh nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n tr\u1ee3 l\u00fd gi\u1ecdng n\u00f3i ti\u1ebfng Vi\u1ec7t Kiki tr\u00ean \u00f4 t\u00f4, \u0111\u1ec3 nh\u1eadn d\u1ea1ng t\u1ed1t gi\u1ecdng n\u00f3i v\u1edbi nhi\u1ec1u ng\u1eef \u0111i\u1ec7u v\u00f9ng mi\u1ec1n kh\u00e1c nhau. Trong khoa h\u1ecdc m\u00e1y t\u00ednh, nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i l\u00e0 m\u1ed9t nh\u00e1nh quan tr\u1ecdng c\u1ee7a AI, chuy\u1ec3n \u0111\u1ed5i gi\u1ecdng n\u00f3i con ng\u01b0\u1eddi th\u00e0nh m\u1ed9t \u0111\u1ecbnh d\u1ea1ng h\u1eefu \u00edch v\u00e0 c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c b\u1eb1ng c\u00e1c \u1ee9ng d\u1ee5ng m\u00e1y t\u00ednh. C\u00f4ng ngh\u1ec7 n\u00e0y l\u00e0 c\u1ea7u n\u1ed1i t\u01b0\u01a1ng t\u00e1c gi\u1eefa m\u00e1y m\u00f3c v\u00e0 con ng\u01b0\u1eddi. Tr\u1ee3 l\u00fd gi\u1ecdng n\u00f3i \u0111\u00e3 tr\u1edf th\u00e0nh \u1ee9ng d\u1ee5ng kh\u00f4ng th\u1ec3 thi\u1ebfu tr\u00ean to\u00e0n th\u1ebf gi\u1edbi. Ph\u1ed5 bi\u1ebfn nh\u1ea5t c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn nh\u01b0: Siri c\u1ee7a Apple, Google Assistant, Amazon Alexa, hay Kiki \u1edf Vi\u1ec7t Nam.<\/p>\n

\u00d4ng Nguy\u1ec5n Ho\u00e0ng Kh\u00e1nh Duy, ng\u01b0\u1eddi vi\u1ebft nh\u1eefng d\u00f2ng code \u0111\u1ea7u ti\u00ean cho Kiki, chia s\u1ebb \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI \u0111\u1ee7 th\u00f4ng minh khi nh\u1eadn di\u1ec7n gi\u1ecdng n\u00f3i, ph\u1ea3n h\u1ed3i th\u00f4ng tin \u0111\u00fang cho ng\u01b0\u1eddi d\u00f9ng, th\u00ec d\u1eef li\u1ec7u ng\u00f4n ng\u1eef \u0111\u00f3ng vai tr\u00f2 ch\u1ee7 ch\u1ed1t.<\/p>\n

\"1686812617311Capture\"<\/a><\/p>\n

D\u1eabn ch\u1ee9ng, ch\u1ee9c n\u0103ng r\u1ea5t quan tr\u1ecdng v\u1edbi ng\u01b0\u1eddi d\u00f9ng tr\u1ee3 l\u00fd ti\u1ebfng Vi\u1ec7t Kiki tr\u00ean \u00f4t\u00f4 l\u00e0 d\u1eabn \u0111\u01b0\u1eddng. Do \u0111\u00f3, \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m ph\u1ea3i chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u, v\u1ed1n t\u1eeb v\u1ef1ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 \u201cm\u01b0\u1ee3t\u201d cho c\u00e1c c\u00e2u l\u1ec7nh t\u1eeb ng\u01b0\u1eddi d\u00f9ng. Sau qu\u00e1 tr\u00ecnh thu th\u1eadp d\u1eef li\u1ec7u, hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh, ch\u1ec9 s\u1ed1 th\u1ec3 hi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng nh\u1eadn di\u1ec7n gi\u1ecdng n\u00f3i \u1edf phi\u00ean b\u1ea3n sau \u0111\u00e3 c\u1ea3i thi\u1ec7n 40% so v\u1edbi ban \u0111\u1ea7u.<\/p>\n

Vi\u1ec7c nh\u1eadn di\u1ec7n gi\u1ecdng n\u00f3i tr\u00ean xe \u00f4 t\u00f4 kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf m\u1ed7i b\u00e0i to\u00e1n v\u1ec1 d\u1eabn \u0111\u01b0\u1eddng, \u0111\u1ecba \u0111i\u1ec3m m\u00e0 c\u00f2n nhi\u1ec1u v\u1ea5n \u0111\u1ec1 kh\u00e1c. V\u00ed d\u1ee5, \u0111\u1eb7c th\u00f9 s\u1eed d\u1ee5ng Kiki tr\u00ean xe \u00f4 t\u00f4 th\u00ec ti\u1ebfng \u1ed3n do \u0111\u1ed9ng c\u01a1, gi\u00f3 hay ti\u1ebfng ph\u00e1t ra t\u1eeb c\u00e1c thi\u1ebft b\u1ecb giao th\u00f4ng tr\u00ean \u0111\u01b0\u1eddng c\u0169ng r\u1ea5t l\u1edbn, \u0111i\u1ec1u n\u00e0y \u1ea3nh h\u01b0\u1edfng tr\u1ef1c ti\u1ebfp t\u1edbi ch\u1ea5t l\u01b0\u1ee3ng nh\u1eadn di\u1ec7n gi\u1ecdng n\u00f3i c\u1ee7a Kiki tr\u00ean xe. Do \u0111\u00f3, \u0111\u00f2i h\u1ecfi \u0111\u1ed9i ng\u0169 Kiki ph\u1ea3i c\u1ed1 g\u1eafng gi\u1ea3 l\u1eadp \u0111i\u1ec1u ki\u1ec7n \u1ed3n b\u1eb1ng c\u00e1ch t\u0103ng c\u01b0\u1eddng d\u1eef li\u1ec7u gi\u1ecdng n\u00f3i trong \u0111i\u1ec1u ki\u1ec7n ti\u1ebfng \u1ed3n sao cho s\u00e1t v\u1edbi cu\u1ed9c s\u1ed1ng th\u1ef1c t\u1ebf nh\u1ea5t.<\/p>\n

Ngo\u00e0i ra, b\u1eb1ng c\u00e1c k\u1ef9 thu\u1eadt m\u1edbi tr\u00ean th\u1ebf gi\u1edbi nh\u01b0 self-supervised (h\u1ecdc t\u1ef1 gi\u00e1m s\u00e1t), Kiki \u0111ang c\u1ed1 g\u1eafng \u201ch\u1ecdc\u201d t\u1eeb c\u1ea3 nh\u1eefng d\u1eef li\u1ec7u kh\u00f4ng \u0111\u01b0\u1ee3c g\u00e1n nh\u00e3n, \u0111\u1ec3 c\u1ea3i thi\u1ec7n m\u00f4 h\u00ecnh t\u1ed1t h\u01a1n n\u1eefa. T\u00ednh \u1ed5n \u0111\u1ecbnh c\u1ee7a tr\u1ee3 l\u00fd gi\u1ecdng n\u00f3i ti\u1ebfng Vi\u1ec7t n\u00e0y \u0111ang c\u1ea3i thi\u1ec7n v\u1edbi vi\u1ec7c kh\u00f4ng ng\u1eebng \u0111\u00e0o t\u1ea1o, n\u00e2ng c\u1ea5p s\u1ea3n ph\u1ea9m.<\/p>\n

R\u00f5 r\u00e0ng, ti\u1ebfn b\u1ed9 c\u1ee7a c\u00f4ng ngh\u1ec7 \u0111ang di\u1ec5n ra h\u00e0ng ng\u00e0y, h\u00e0ng gi\u1edd. ChatGPT ra \u0111\u1eddi cu\u1ed1i n\u0103m 2022 \u0111\u00e3 tr\u1ea3 l\u1eddi m\u1ed9t ph\u1ea7n cho c\u00e2u h\u1ecfi v\u1ec1 c\u00e1ch d\u1eef li\u1ec7u l\u1edbn v\u1eadn h\u00e0nh. C\u00f4ng ngh\u1ec7 \u0111ang \u201cb\u01b0\u1edbc\u201d v\u00e0o gi\u1eefa \u0111\u1eddi s\u1ed1ng, \u0111\u1eb7c bi\u1ec7t, trong gi\u00e1o d\u1ee5c, ng\u00f4n ng\u1eef, nh\u1eefng l\u0129nh v\u1ef1c v\u1ed1n ph\u1ee5 thu\u1ed9c nhi\u1ec1u v\u00e0o con ng\u01b0\u1eddi tr\u01b0\u1edbc \u0111\u00e2y. AI t\u00e1i \u0111\u1ecbnh ngh\u0129a c\u00e1ch ch\u00fang ta h\u1ecdc t\u1eadp, l\u00e0m vi\u1ec7c, sinh ho\u1ea1t,… nh\u01b0 nh\u1eefng v\u00ed d\u1ee5 c\u1ee5 th\u1ec3 n\u00eau tr\u00ean.<\/p>\n

Ngu\u1ed3n:\u00a0https:\/\/chuyendoiso.hochiminhcity.gov.vn\/-\/tri-tue-nhan-tao-at-chan-vao-the-gioi-ngon-ngu-tieng-viet?redirect=%2F-%2F-ay-manh-chuyen-oi-so-va-chuyen-oi-xanh%3Fredirect%3D%252Ftrang-chu<\/a><\/p>\n

<\/div>\n","protected":false},"excerpt":{"rendered":"

Vi\u1ec7c k\u1ebft h\u1ee3p gi\u1eefa ng\u00f4n ng\u1eef v\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh c\u00f3 th\u1ec3 gi\u00fap \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh h\u1ecdc nh\u1eefng […]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[119],"tags":[],"_links":{"self":[{"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=\/wp\/v2\/posts\/3368"}],"collection":[{"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3368"}],"version-history":[{"count":1,"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=\/wp\/v2\/posts\/3368\/revisions"}],"predecessor-version":[{"id":3372,"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=\/wp\/v2\/posts\/3368\/revisions\/3372"}],"wp:attachment":[{"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3368"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3368"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3368"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}