{"id":1507,"date":"2022-11-10T12:45:22","date_gmt":"2022-11-10T12:45:22","guid":{"rendered":"https:\/\/www.embibe.com\/in-as\/?post_type=articles&p=1507"},"modified":"2024-04-22T10:40:59","modified_gmt":"2024-04-22T10:40:59","slug":"%e0%a6%9c%e0%a7%8d%e0%a6%9e%e0%a6%be%e0%a6%a8-%e0%a6%ac%e0%a6%a8%e0%a7%8d%e0%a6%a7%e0%a7%81-%e0%a6%a4%e0%a7%8b%e0%a6%ae%e0%a6%be%e0%a7%b0-%e0%a6%b6%e0%a7%88%e0%a6%95%e0%a7%8d%e0%a6%b7%e0%a6%bf","status":"publish","type":"articles","link":"https:\/\/www.embibe.com\/in-as\/artificial-intelligence-ai-in-education-articles\/%e0%a6%9c%e0%a7%8d%e0%a6%9e%e0%a6%be%e0%a6%a8-%e0%a6%ac%e0%a6%a8%e0%a7%8d%e0%a6%a7%e0%a7%81-%e0%a6%a4%e0%a7%8b%e0%a6%ae%e0%a6%be%e0%a7%b0-%e0%a6%b6%e0%a7%88%e0%a6%95%e0%a7%8d%e0%a6%b7%e0%a6%bf\/","title":{"rendered":"\u099c\u09cd\u099e\u09be\u09a8 \u09ac\u09a8\u09cd\u09a7\u09c1: \u09a4\u09cb\u09ae\u09be\u09f0 \u09b6\u09c8\u0995\u09cd\u09b7\u09bf\u0995 \u09b8\u0999\u09cd\u0997\u09c0"},"content":{"rendered":"\n

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    \n
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      \n
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      2. \u09aa\u09cd\u09f0\u09b6\u09cd\u09a8\u09cb\u09a4\u09cd\u09a4\u09f0(QA)<\/strong><\/p>\n\n\n\n

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      3. \u09b8\u09cd\u09a5\u09be\u09a8\u09c0\u09af\u09bc \u09ad\u09be\u09b7\u09be\u09a4 \u0985\u09a8\u09c1\u09ac\u09be\u09a6 (VT)<\/strong><\/p>\n\n\n\n

      \u099c\u09cd\u099e\u09be\u09a8 \u09ac\u09a8\u09cd\u09a7\u09c1\u09f1\u09c7 \u098f\u0995\u09be\u09a7\u09bf\u0995 \u09ad\u09be\u09b7\u09be \u09b8\u09ae\u09f0\u09cd\u09a5\u09a8 \u0995\u09f0\u09c7 \u0986\u09f0\u09c1 \u09ac\u09cd\u09af\u09f1\u09b9\u09be\u09f0\u0995\u09be\u09f0\u09c0\u09f0 \u09aa\u099b\u09a8\u09cd\u09a6\u09f0 \u0993\u09aa\u09f0\u09a4 \u0986\u09a7\u09be\u09f0\u09bf\u09a4 \u0995\u09f0\u09bf \u09b8\u09ae\u09cd\u09aa\u09c2\u09f0\u09cd\u09a3 \u0995\u09a5\u09cb\u09aa\u0995\u09a5\u09a8 \u09af\u09bf\u0995\u09cb\u09a8\u09cb \u09b8\u09cd\u09a5\u09be\u09a8\u09c0\u09af\u09bc \u09ad\u09be\u09b7\u09be\u09a4 \u09b9’\u09ac \u09aa\u09be\u09f0\u09c7\u0964 \u0987 \u09af\u09bf\u0995\u09cb\u09a8\u09cb \u09aa\u09c2\u09f0\u09cd\u09ac-\u09a8\u09bf\u09f0\u09cd\u09a7\u09be\u09f0\u09bf\u09a4 \u09ad\u09be\u09b7\u09be\u09a4 \u09b8\u09cd\u09ac\u09af\u09bc\u0982-\u0989\u09ce\u09aa\u09a8\u09cd\u09a8 \u09aa\u09cd\u09f0\u09b6\u09cd\u09a8 \u09b8\u09c1\u09a7\u09bf\u09ac \u09aa\u09be\u09f0\u09c7, \u0986\u09f0\u09c1 \u0987 \u098f\u0995\u09c7 \u09ad\u09be\u09b7\u09be\u09a4 \u0989\u09a4\u09cd\u09a4\u09f0\u09ac\u09cb\u09f0 \u09ae\u09c2\u09b2\u09cd\u09af\u09be\u0999\u09cd\u0995\u09a8 \u0995\u09f0\u09bf\u09ac \u09aa\u09be\u09f0\u09c7\u0964  \u0986\u09ae\u09bf \u09b8\u09cd\u09a5\u09be\u09a8\u09c0\u09af\u09bc\u09ad\u09be\u09f1\u09c7 \u09ac\u09bf\u0995\u09b6\u09bf\u09a4 \u098f\u09a8\u098f\u09ae\u099f\u09bf \u0986\u09f0\u09cd\u09b9\u09bf \u098f\u099f\u09be \u09ac\u09cd\u09af\u09f1\u09b9\u09be\u09f0 \u0995\u09f0\u09cb\u0981 \u09af\u09bf \u09b8\u09be\u09a7\u09be\u09f0\u09a3 \u0985\u09a8\u09c1\u09ac\u09be\u09a6\u09f0 \u09ac\u09be\u09ac\u09c7 \u0985\u09a8\u09cd\u09af\u09be\u09a8\u09cd\u09af \u0985\u09ab-\u09a6\u09cd\u09af-\u09b6\u09cd\u09ac\u09c7\u09b2\u09cd\u09ab \u09ae\u09cb\u09a1\u09ac\u09cb\u09f0\u0995 \u0985\u09a4\u09bf\u0995\u09cd\u09f0\u09ae \u0995\u09f0\u09c7\u0964 \u09ac\u09f0\u09cd\u09a4\u09ae\u09be\u09a8, \u0986\u09ae\u09bf \u099a\u09cd\u09af\u09be\u099f\u09ac\u099f\u09a4 11 \u099f\u09be \u09ad\u09be\u09f0\u09a4\u09c0\u09af\u09bc \u09ad\u09be\u09b7\u09be \u09b8\u09ae\u09f0\u09cd\u09a5\u09a8 \u0995\u09f0\u09cb, \u09af\u09be\u09f0 \u09ad\u09bf\u09a4\u09f0\u09a4 \u0986\u099b\u09c7 \u09b9\u09bf\u09a8\u09cd\u09a6\u09c0, \u0997\u09c1\u099c\u09f0\u09be\u099f\u09c0, \u09ae\u09be\u09f0\u09be\u09a0\u09c0, \u09a4\u09be\u09ae\u09bf\u09b2, \u09a4\u09c7\u09b2\u09c7\u0997\u09c1, \u09ac\u09be\u0982\u09b2\u09be, \u0995\u09be\u09a8\u09be\u09a1\u09bc\u09be, \u0985\u09b8\u09ae\u09c0\u09af\u09bc\u09be, \u0993\u09a1\u09bc\u09bf\u09af\u09bc\u09be, \u09aa\u09be\u099e\u09cd\u099c\u09be\u09f1\u09c0 \u0986\u09f0\u09c1 \u09ae\u09be\u09b2\u09be\u09af\u09bc\u09be\u09b2\u09ae\u0964 \u0986\u09ae\u09be\u09f0 \u09b8\u09cd\u09a5\u09be\u09a8\u09c0\u09af\u09bc\u09ad\u09be\u09f1\u09c7 \u09ac\u09bf\u0995\u09b6\u09bf\u09a4 \u0986\u09f0\u09cd\u09b9\u09bf\u09ac\u09cb\u09f0\u09c7 \u098f\u0995\u09be\u09a1\u09c7\u09ae\u09bf\u0995 \u0995\u09cd\u09b7\u09c7\u09a4\u09cd\u09f0 \u09a8\u09bf\u09f0\u09cd\u09a6\u09bf\u09b7\u09cd\u099f\u09a4\u09be\u09f0 \u09ac\u09be\u09ac\u09c7 \u0997\u09c1\u0997\u09b2 \u099f\u09cd\u09f0\u09be\u09a8\u09cd\u09b8\u09b2\u09c7\u099f\u09f0 \u09a6\u09f0\u09c7 \u09a4\u09c3\u09a4\u09c0\u09af\u09bc \u09aa\u0995\u09cd\u09b7\u09f0 \u098f\u09aa\u09bf\u0986\u0987\u0995 \u0985\u09a4\u09bf\u0995\u09cd\u09f0\u09ae \u0995\u09f0\u09c7\u0964<\/p>\n\n\n\n

      \u0986\u09ae\u09bf \u09a4\u09be\u09b2\u09bf\u0995\u09be 1 \u09a4 \u0995\u09bf\u099b\u09c1\u09ae\u09be\u09a8 \u0989\u09a6\u09be\u09b9\u09f0\u09a3 \u09a6\u09c7\u0996\u09bf\u09ac\u09b2\u09c8 \u09aa\u09be\u0987\u099b\u09cb\u0981 \u09af’\u09a4 \u0986\u09ae\u09be\u09f0 \u0985\u09a8\u09c1\u09ac\u09be\u09a6 \u0997\u09c1\u0997\u09b2 \u0985\u09a8\u09c1\u09ac\u09be\u09a6\u09a4\u0995\u09c8\u0993 \u0989\u09a8\u09cd\u09a8\u09a4\u0964 <\/p>\n\n\n\n

      \u0987\u0982\u09f0\u09be\u099c\u09c0 <\/td> \u0997\u09c1\u0997\u09b2\u09f0 \u0985\u09a8\u09c1\u09ac\u09be\u09a6 <\/td> \u099c\u09cd\u099e\u09be\u09a8 \u09ac\u09a8\u09cd\u09a7\u09c1\u09f1\u09c7 \u0995\u09f0\u09be \u0985\u09a8\u09c1\u09ac\u09be\u09a6<\/td><\/tr>
      which of the following law was given by Einstein:<\/td>\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092e\u0947\u0902 \u0938\u0947 \u0915\u094c\u0928 \u0938\u093e \u0915\u093e\u0928\u0942\u0928 \u0906\u0907\u0902\u0938\u094d\u091f\u0940\u0928 \u0926\u094d\u0935\u093e\u0930\u093e \u0926\u093f\u092f\u093e \u0917\u092f\u093e \u0925\u093e:<\/td>\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092e\u0947\u0902 \u0938\u0947 \u0915\u094c\u0928 \u0938\u093e \u0928\u093f\u092f\u092e \u0906\u0907\u0902\u0938\u094d\u091f\u0940\u0928 \u0926\u094d\u0935\u093e\u0930\u093e \u0926\u093f\u092f\u093e \u0917\u092f\u093e \u0925\u093e:<\/td><\/tr>
      which one of the following is not alkaline earth metal?<\/td>\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092e\u0947\u0902 \u0938\u0947 \u0915\u094c\u0928 \u0915\u094d\u0937\u093e\u0930\u0940\u092f \u092a\u0943\u0925\u094d\u0935\u0940 \u0927\u093e\u0924\u0941 \u0928\u0939\u0940\u0902 \u0939\u0948<\/td>\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092e\u0947\u0902 \u0938\u0947 \u0915\u094c\u0928 \u0938\u093e \u0915\u094d\u0937\u093e\u0930\u0940\u092f \u092e\u0943\u0926\u093e \u0927\u093e\u0924\u0941 \u0928\u0939\u0940\u0902 \u0939\u0948?<\/td><\/tr>
      Endogenous antigens are produced by intra-cellular bacteria within a host cell.<\/td>\u0905\u0902\u0924\u0930\u094d\u091c\u093e\u0924 \u092a\u094d\u0930\u0924\u093f\u091c\u0928 \u090f\u0915 \u092e\u0947\u091c\u092c\u093e\u0928 \u0915\u094b\u0936\u093f\u0915\u093e \u0915\u0947 \u092d\u0940\u0924\u0930 \u0907\u0902\u091f\u094d\u0930\u093e-\u0938\u0947\u0932\u0941\u0932\u0930 \u092c\u0948\u0915\u094d\u091f\u0940\u0930\u093f\u092f\u093e \u0926\u094d\u0935\u093e\u0930\u093e \u0928\u093f\u0930\u094d\u092e\u093f\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/td>\u0905\u0902\u0924\u0930\u094d\u091c\u093e\u0924 \u092a\u094d\u0930\u0924\u093f\u091c\u0928 \u090f\u0915 \u092a\u0930\u092a\u094b\u0937\u0940 \u0915\u094b\u0936\u093f\u0915\u093e \u0915\u0947 \u092d\u0940\u0924\u0930 \u0905\u0902\u0924: \u0915\u094b\u0936\u093f\u0915\u0940\u092f \u091c\u0940\u0935\u093e\u0923\u0941 \u0926\u094d\u0935\u093e\u0930\u093e \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u093f\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

      \u09a4\u09be\u09b2\u09bf\u0995\u09be 1: Embibe \u09f0 \u0985\u09a8\u09c1\u09ac\u09be\u09a6 \u09b8\u0995\u09cd\u09b7\u09ae\u09a4\u09be \u09a6\u09c7\u0996\u09c1\u09f1\u09be\u09ac\u09b2\u09c8 \u0995\u09c7\u09a4\u09ac\u09cb\u09f0 \u0989\u09a6\u09be\u09b9\u09f0\u09a3<\/p>\n\n\n\n

      \"\"\/<\/figure>\n\n\n\n

      \u099a\u09bf\u09a4\u09cd\u09f0 1: \u099c\u09cd\u099e\u09be\u09a8\u09ac\u09a8\u09cd\u09a7\u09c1\u09f0 \u09aa\u09cd\u09f0\u09b6\u09cd\u09a8 \u09b8\u09c3\u09b7\u09cd\u099f\u09bf\u09f0, \u0989\u09a4\u09cd\u09a4\u09f0 \u09aa\u09cd\u09f0\u09a6\u09be\u09a8 \u0995\u09f0\u09be\u09f0 \u0986\u09f0\u09c1 \u0985\u09a8\u09c1\u09ac\u09be\u09a6 \u0995\u09f0\u09be\u09f0 \u09b8\u0995\u09cd\u09b7\u09ae\u09a4\u09be\u09f0 \u09aa\u09cd\u09f0\u09a6\u09f0\u09cd\u09b6\u09a8 <\/p>\n\n\n\n

      \u09b8\u09be\u09f0\u09be\u0982\u09b6\u09a4, \u0995\u09a5\u09cb\u09aa\u0995\u09a5\u09a8\u09ae\u09c2\u09b2\u0995 \u0995\u09c3\u09a4\u09cd\u09f0\u09bf\u09ae \u09ac\u09c1\u09a6\u09cd\u09a7\u09bf\u09ae\u09a4\u09cd\u09a4\u09be\u09f0 (AI) \u099a\u09cd\u09af\u09be\u099f\u09ac\u099f \u099c\u09cd\u099e\u09be\u09a8 \u09ac\u09a8\u09cd\u09a7\u09c1\u09f1\u09c7 \u09b6\u09bf\u0995\u09a8\u09f0 \u09ab\u09b2\u09be\u09ab\u09b2 \u09aa\u09cd\u09f0\u09a6\u09be\u09a8 \u0995\u09f0\u09be\u09a4 \u09b8\u09b9\u09be\u09af\u09bc \u0995\u09f0\u09bf \u098f\u099c\u09a8 \u09b6\u09bf\u0995\u09cd\u09b7\u09be\u09f0\u09cd\u09a5\u09c0\u09f0 \u09b6\u09bf\u0995\u09be\u09f0 \u09af\u09be\u09a4\u09cd\u09f0\u09be\u09a4 \u09aa\u09cd\u09f0\u09ad\u09be\u09f1 \u09aa\u09c7\u09b2\u09be\u09ac \u09aa\u09be\u09f0\u09c7\u0964 \u0987 \u09aa\u09cd\u09f0\u09a4\u09bf\u099f\u09cb \u09b6\u09bf\u0995\u09cd\u09b7\u09a3 \u0985\u09a7\u09bf\u09f1\u09c7\u09b6\u09a8\u09f0 \u09aa\u09bf\u099b\u09a4 \u09b6\u09bf\u0995\u09cd\u09b7\u09be\u09f0\u09cd\u09a5\u09c0\u09b8\u0995\u09b2\u0995 \u09b8\u09b9\u09be\u09af\u09bc \u0995\u09f0\u09bf\u09ac \u09aa\u09be\u09f0\u09c7, \u09af’\u09a4 \u09b6\u09bf\u0995\u09cd\u09b7\u09be\u09f0\u09cd\u09a5\u09c0\u09b8\u0995\u09b2\u09c7 \u09aa\u09cd\u09f0\u09b6\u09cd\u09a8 \u09b8\u09c1\u09a7\u09bf\u09ac \u09aa\u09be\u09f0\u09c7, \u09a4\u09c7\u0993\u0981\u09b2\u09cb\u0995\u09f0 \u09b8\u09a8\u09cd\u09a6\u09c7\u09b9 \u09b8\u09ae\u09be\u09a7\u09be\u09a8 \u0995\u09f0\u09bf\u09ac \u09aa\u09be\u09f0\u09c7, \u09a4\u09c7\u0993\u0981\u09b2\u09cb\u0995\u09f0 \u09a8\u09bf\u099c\u09f0 \u09ae\u09be\u09a4\u09c3\u09ad\u09be\u09b7\u09be\u09a4\u0964 \u099c\u09cd\u099e\u09be\u09a8 \u09ac\u09a8\u09cd\u09a7\u09c1\u09f1\u09c7 \u0986\u09ae\u09be\u09f0 \u098f\u09a8\u098f\u09b2\u0987\u0989 \u09ae\u099e\u09cd\u099a \u09ae\u09c7\u09a7\u09be\u099b\u09f0 \u09a6\u09cd\u09ac\u09be\u09f0\u09be \u099a\u09be\u09b2\u09bf\u09a4, \u09af\u09bf \u0995\u09cd\u09b7\u09c7\u09a4\u09cd\u09f0 \u099c\u09cd\u099e\u09be\u09a8 \u09b8\u099e\u09cd\u099a\u09be\u09f0, \u09ac\u09cd\u09af\u09be\u0996\u09cd\u09af\u09be\u09af\u09cb\u0997\u09cd\u09af\u09a4\u09be \u0986\u09f0\u09c1 \u09ac\u09cd\u09af\u09be\u0996\u09cd\u09af\u09be\u09af\u09cb\u0997\u09cd\u09af\u09a4\u09be\u0995 \u09ae\u09c2\u09b2 \u0985\u09a8\u09cd\u09a4\u09f0\u09cd\u09a8\u09bf\u09b9\u09bf\u09a4 \u09a8\u09c0\u09a4\u09bf \u09b9\u09bf\u099a\u09be\u09aa\u09c7 \u0986\u09a8\u09bf\u099b\u09c7 [3][4][6][7][8]\u0964<\/p>\n\n\n\n

      \u09a4\u09a5\u09cd\u09af\u09b8\u09c2\u09a4\u09cd\u09f0<\/strong><\/p>\n\n\n\n

      [1] Raffel, Colin, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu. “Exploring the limits of transfer learning with a unified text-to-text transformer.” arXiv preprint arXiv:1910.10683 (2019).<\/p>\n\n\n\n

      [2] Dong, Li, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, and Hsiao-Wuen Hon. “Unified language model pre-training for natural language understanding and generation.” arXiv preprint arXiv:1905.03197 (2019).<\/p>\n\n\n\n

      [3] Faldu, Keyur, Amit Sheth, Prashant Kikani, and Hemang Akabari. “KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding.” arXiv preprint arXiv:2104.08145 (2021).<\/p>\n\n\n\n

      [4] Gaur, Manas, Keyur Faldu, and Amit Sheth. “Semantics of the Black-Box: Can knowledge graphs help make deep learning systems more interpretable and explainable?.” IEEE Internet Computing 25, no. 1 (2021): 51-59.<\/p>\n\n\n\n

      [5] Zhu, Fengbin, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, and Tat-Seng Chua. “Retrieving and reading: A comprehensive survey on open-domain question answering.” arXiv preprint arXiv:2101.00774 (2021).<\/p>\n\n\n\n

      [6] Gaur, Manas, Ankit Desai, Keyur Faldu, and Amit Sheth. “Explainable AI Using Knowledge Graphs.” In ACM CoDS-COMAD Conference. 2020.<\/p>\n\n\n\n

      [7] Sheth, Amit, Manas Gaur, Kaushik Roy, and Keyur Faldu. “Knowledge-intensive Language Understanding for Explainable AI.” IEEE Internet Computing 25, no. 5 (2021): 19-24.<\/p>\n\n\n\n

      [8] “[Tutorial] Explainable AI using Knowledge Graphs”, YouTube, ACM SIGKDD India Chapter, Jan 2021, https:\/\/www.youtube.com\/watch?v=f1sahXYDjRI<\/a><\/p>\n\n\n\n

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