{"id":951,"date":"2022-11-09T15:40:43","date_gmt":"2022-11-09T15:40:43","guid":{"rendered":"https:\/\/www.embibe.com\/in-mr\/?post_type=articles&p=951"},"modified":"2024-04-05T09:58:33","modified_gmt":"2024-04-05T09:58:33","slug":"%e0%a4%a8%e0%a5%89%e0%a4%b2%e0%a5%87%e0%a4%9c-%e0%a4%ac%e0%a4%a1%e0%a5%80-%e0%a4%86%e0%a4%aa%e0%a4%b2%e0%a4%be-%e0%a4%b6%e0%a5%88%e0%a4%95%e0%a5%8d%e0%a4%b7%e0%a4%a3%e0%a4%bf%e0%a4%95-%e0%a4%b8","status":"publish","type":"articles","link":"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education-articles\/%e0%a4%a8%e0%a5%89%e0%a4%b2%e0%a5%87%e0%a4%9c-%e0%a4%ac%e0%a4%a1%e0%a5%80-%e0%a4%86%e0%a4%aa%e0%a4%b2%e0%a4%be-%e0%a4%b6%e0%a5%88%e0%a4%95%e0%a5%8d%e0%a4%b7%e0%a4%a3%e0%a4%bf%e0%a4%95-%e0%a4%b8\/","title":{"rendered":"\u0928\u0949\u0932\u0947\u091c \u092c\u0921\u0940: \u0906\u092a\u0932\u093e \u0936\u0948\u0915\u094d\u0937\u0923\u093f\u0915 \u0938\u093e\u0925\u0940\u0926\u093e\u0930"},"content":{"rendered":"\n

Embibe \u092e\u0927\u094d\u092f\u0947, \u0906\u092e\u094d\u0939\u0940 \u0935\u093f\u0927\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u0940 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u091c\u0930\u094d\u0928\u0940 \u0905\u0927\u093f\u0915 \u0938\u0915\u094d\u0937\u092e \u0915\u0930\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0935\u091a\u0928\u092c\u0926\u094d\u0927 \u0906\u0939\u094b\u0924. \u0928\u0949\u0932\u0947\u091c \u092c\u0921\u0940 \u0939\u093e \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u0932 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 \u0905\u0938\u0932\u0947\u0932\u093e \u091a\u0945\u091f\u092c\u0949\u091f \u0906\u0939\u0947 \u091c\u094d\u092f\u093e\u091a\u0940 \u0928\u093f\u0930\u094d\u092e\u093f\u0924\u0940 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0940 \u0909\u0924\u094d\u0924\u0930\u0947 \u0926\u0947\u090a\u0928 \u0906\u0923\u093f \u0936\u0902\u0915\u093e\u0902\u091a\u0947 \u0928\u093f\u0930\u0938\u0928 \u0915\u0930\u0942\u0928 \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0936\u093f\u0915\u094d\u0937\u0923\u093e\u092e\u0927\u094d\u092f\u0947 \u0938\u0941\u0927\u093e\u0930\u0923\u093e \u0915\u0930\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0924\u094d\u092f\u093e\u0902\u0928\u093e \u092e\u0926\u0924 \u0915\u0930\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0915\u0947\u0932\u0940 \u0917\u0947\u0932\u0940 \u0906\u0939\u0947.<\/p>\n\n\n\n

\u0938\u094d\u0935\u092f\u0902\u091a\u0932\u093f\u0924\u092a\u0923\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0940 \u0928\u093f\u0930\u094d\u092e\u093f\u0924\u0940 \u0906\u0923\u093f \u0909\u0924\u094d\u0924\u0930\u0947 \u0926\u0947\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0938\u0916\u094b\u0932 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0947\u0932\u094d\u0938\u0932\u093e \u092a\u0942\u0930\u0915 \u092e\u094d\u0939\u0923\u0942\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u091a\u0947 \u0938\u0941\u0938\u094d\u092a\u0937\u094d\u091f \u091c\u094d\u091e\u093e\u0928 \u0905\u0924\u093f\u0936\u092f \u092e\u0939\u0924\u094d\u0935\u093e\u091a\u0947 \u0906\u0939\u0947. Emibibe \u091a\u093e \u0928\u0949\u0932\u0947\u091c \u0917\u094d\u0930\u093e\u092b \u0939\u093e \u0938\u093e\u092e\u0917\u094d\u0930\u0940\u091a\u094d\u092f\u093e \u092c\u0941\u0926\u094d\u0927\u0940\u092e\u0924\u094d\u0924\u0947\u091a\u093e \u0915\u0923\u093e \u0906\u0939\u0947, \u092f\u093e\u092e\u0927\u094d\u092f\u0947 \u0932\u093e\u0916\u094b\u0902\u0939\u0942\u0928 \u0905\u0927\u093f\u0915 \u0938\u0902\u092c\u0902\u0927\u093e\u091a\u093e \u0935\u093e\u092a\u0930 \u0915\u0930\u0942\u0928 \u090f\u0915\u092e\u0947\u0915\u093e\u0902\u0936\u0940 \u091c\u094b\u0921\u0932\u0947\u0932\u094d\u092f\u093e \u0939\u091c\u093e\u0930\u094b \u0938\u0902\u0915\u0932\u094d\u092a\u0928\u093e \u0906\u0923\u093f \u0915\u094d\u0937\u092e\u0924\u093e \u0906\u0939\u0947\u0924. <\/p>\n\n\n\n

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\u0928\u0949\u0932\u0947\u091c \u092c\u0921\u0940 \u0916\u093e\u0932\u0940\u0932 \u0915\u094d\u0937\u092e\u0924\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u094b:<\/p>\n\n\n\n

    \n
  1. \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0906\u0909\u091f\u0915\u092e\u091a\u0947 \u092e\u0942\u0932\u094d\u092f\u092e\u093e\u092a\u0928 \u0915\u0930\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0939\u093f\u0938\u094d\u091f\u094d\u0930\u0940\u091a\u094d\u092f\u093e \u0906\u0927\u093e\u0930\u0947 \u092a\u094d\u0930\u0936\u094d\u0928 \u0938\u094d\u0935\u092f\u0902-\u0928\u093f\u0930\u094d\u092e\u093f\u0924 \u0915\u0930\u0923\u0947 \u0906\u0923\u093f \u0935\u093f\u091a\u093e\u0930\u0923\u0947. <\/li>\n\n\n\n
  2. \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u0940 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0949\u0928\u094d\u091f\u0947\u0902\u091f \u0935\u093e\u092a\u0930\u0924 \u0905\u0938\u0924\u093e\u0928\u093e \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0940 \u0909\u0924\u094d\u0924\u0930\u0947 \u0926\u0947\u0923\u0947.<\/li>\n\n\n\n
  3. \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0947 \u0938\u094d\u0935\u092f\u0902\u091a\u0932\u093f\u0924\u092a\u0923\u0947 \u092d\u093e\u0937\u093e\u0902\u0924\u0930 \u0915\u0930\u0923\u0947 \u0906\u0923\u093f \u092f\u0941\u091c\u0930\u0926\u094d\u0935\u093e\u0930\u0947 \u0928\u093f\u0935\u0921\u0932\u0947\u0932\u094d\u092f\u093e \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u092d\u093e\u0937\u0947\u092e\u0927\u094d\u092f\u0947 \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0923\u0947. <\/li>\n<\/ol>\n\n\n\n

    \u0928\u0949\u0932\u0947\u091c \u092c\u0921\u0940\u091a\u094d\u092f\u093e \u0915\u094d\u0937\u092e\u0924\u0947\u091a\u0947 \u0909\u0926\u093e\u0939\u0930\u0923 \u0906\u0915\u0943\u0924\u0940 1 \u092e\u0927\u094d\u092f\u0947 \u0926\u0930\u094d\u0936\u0935\u0932\u0947 \u0906\u0939\u0947.  <\/p>\n\n\n\n

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

    1. \u092a\u094d\u0930\u0936\u094d\u0928 \u0928\u093f\u0930\u094d\u092e\u093f\u0924\u0940 (QG)<\/strong><\/p>\n\n\n\n

    \u0938\u094d\u0935\u092f\u0902\u091a\u0932\u093f\u0924\u092a\u0923\u0947 \u092a\u094d\u0930\u0936\u094d\u0928 \u0928\u093f\u0930\u094d\u092e\u093f\u0924\u0940 \u0915\u0930\u0923\u094d\u092f\u093e\u091a\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u0947 \u0932\u0915\u094d\u0937 \u0917\u0941\u0902\u0924\u0935\u0942\u0928 \u0920\u0947\u0935\u0923\u094d\u092f\u093e\u091a\u0940 \u0906\u0923\u093f \u0938\u0902\u0915\u0932\u094d\u092a\u0928\u0947\u0935\u0930\u0940\u0932 \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u092a\u094d\u0930\u092d\u0941\u0924\u094d\u0935\u093e\u091a\u0947 \u092e\u0941\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0923\u094d\u092f\u093e\u091a\u0940 \u0938\u0902\u0927\u0940 \u0926\u0947\u0924\u0947. \u0906\u092e\u094d\u0939\u0940 T5, UniLM \u0907\u0924\u094d\u092f\u093e\u0926\u0940 \u0938\u093e\u0930\u0916\u094d\u092f\u093e \u0906\u0927\u0941\u0928\u093f\u0915 \u092d\u093e\u0937\u093e \u092e\u0949\u0921\u0947\u0932\u094d\u0938\u091a\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0915\u0947\u0932\u093e \u0906\u0939\u0947 \u0906\u0923\u093f \u0924\u094d\u092f\u093e\u0902\u0928\u093e ARC, DROP, QASC, SciQ, SciTail, SQUAD, HotpotQA \u0907\u0924\u094d\u092f\u093e\u0926\u0940 \u0938\u093e\u0930\u0916\u094d\u092f\u093e \u0909\u092a\u0932\u092c\u094d\u0927 \u0938\u0902\u0936\u094b\u0927\u0928 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0906\u0923\u093f Embibe \u091a\u094d\u092f\u093e \u092e\u093e\u0932\u0915\u0940\u091a\u093e \u0921\u0947\u091f\u093e\u0938\u0947\u091f\u0935\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0926\u093f\u0932\u0947 \u0906\u0939\u0947. \u0906\u092e\u094d\u0939\u0940 \u092c\u0941\u0932\u093f\u092f\u0928, \u0938\u094d\u092a\u0945\u0928\u0935\u0930 \u0906\u0927\u093e\u0930\u093f\u0924, \u0930\u093f\u0915\u093e\u092e\u094d\u092f\u093e \u091c\u093e\u0917\u093e \u092d\u0930\u093e, \u0905\u0928\u0947\u0915 \u092a\u0930\u094d\u092f\u093e\u092f\u0940 \u092a\u094d\u0930\u0936\u094d\u0928 \u0907. \u0938\u093e\u0930\u0916\u094d\u092f\u093e \u0905\u0928\u0947\u0915 \u092a\u094d\u0930\u0915\u093e\u0930\u091a\u094d\u092f\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u0928\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0926\u0947\u0924\u094b. \u0906\u092e\u094d\u0939\u0940 KI-BERT [3] \u0938\u093e\u0930\u0916\u094d\u092f\u093e \u0938\u0902\u0930\u091a\u0928\u0947\u092e\u0927\u094d\u092f\u0947 \u0936\u0948\u0915\u094d\u0937\u0923\u093f\u0915 \u0928\u0949\u0932\u0947\u091c \u0917\u094d\u0930\u093e\u092b\u092e\u0927\u0940\u0932 \u091c\u094d\u091e\u093e\u0928 \u0905\u0902\u0924\u0930\u094d\u092d\u0942\u0924 \u0915\u0930\u0924\u094b. \u0924\u0938\u0947\u091a \u0906\u092e\u094d\u0939\u0940 \u0928\u0949\u0932\u0947\u091c \u0917\u094d\u0930\u093e\u092b\u092e\u0927\u094d\u092f\u0947 \u0935\u0943\u0926\u094d\u0927\u093f \u0915\u0930\u0942\u0928 \u0939\u0947 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u094b \u0915\u0940, \u0939\u0947 \u092e\u0949\u0921\u0947\u0932\u094d\u0938 \u0905\u0927\u093f\u0915 \u0938\u0941\u0938\u094d\u092a\u0937\u094d\u091f \u0906\u0923\u093f \u0938\u092e\u091c\u093e\u0935\u0942\u0928 \u0938\u093e\u0902\u0917\u0923\u094d\u092f\u093e\u091c\u094b\u0917\u0947 \u0905\u0938\u0924\u0940\u0932. \u0906\u092e\u091a\u0947 \u092e\u0949\u0921\u0947\u0932\u094d\u0938 \u090f\u0902\u091f\u093f\u091f\u0940 \u0905\u0935\u0947\u0905\u0930 \u0905\u091f\u0947\u0928\u094d\u0936\u0928 \u092e\u0947\u0915\u0945\u0928\u093f\u091d\u092e\u091a\u094d\u092f\u093e \u092e\u0926\u0924\u0940\u0928\u0947 \u0905\u0928\u0947\u0915 \u092a\u0930\u094d\u092f\u093e\u092f\u0940 \u092a\u094d\u0930\u0936\u094d\u0928 \u0926\u0947\u0916\u0940\u0932 \u0924\u092f\u093e\u0930 \u0915\u0930\u0924\u093e\u0924. \u092a\u094d\u0930\u0936\u094d\u0928 \u0928\u093f\u0930\u094d\u092e\u093f\u0924\u0940 \u092e\u0949\u0921\u0947\u0932 \u0936\u0948\u0915\u094d\u0937\u0923\u093f\u0915 \u0938\u0902\u0926\u0930\u094d\u092d \u0907\u0928\u092a\u0941\u091f \u092e\u094d\u0939\u0923\u0942\u0928 \u0918\u0947\u0924\u0947, \u0907\u091a\u094d\u091b\u093f\u0924 \u092a\u094d\u0930\u0936\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930\u093e\u0938\u093e\u0920\u0940 \u0924\u0924\u094d\u092a\u0930 \u0905\u0938\u0924\u0947 \u0906\u0923\u093f \u0907\u0924\u0930 \u092a\u094d\u0930\u0936\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930, \u0935\u093f\u0936\u0947\u0937\u0924\u0903 \u092e\u0947\u091f\u093e\u0921\u0947\u091f\u093e\u0932\u093e \u0907\u0928\u092a\u0941\u091f \u092e\u094d\u0939\u0923\u0942\u0928 \u0918\u0947\u0924\u0947. <\/p>\n\n\n\n

    2. \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0940 \u0909\u0924\u094d\u0924\u0930\u0947 \u0926\u0947\u0923\u0947 (QA)<\/strong><\/p>\n\n\n\n

    \u091c\u0947\u0935\u094d\u0939\u093e \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0915\u0921\u0947 \u0924\u094d\u0935\u0930\u093f\u0924 \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0940 \u0909\u0924\u094d\u0924\u0930\u0947 \u0926\u0947\u0923\u094d\u092f\u093e\u091a\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u094b\u0924\u0947 \u0924\u0947\u0935\u094d\u0939\u093e \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0936\u093f\u0915\u094d\u0937\u0923\u093e\u0935\u0930 \u0938\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915 \u092a\u0930\u093f\u0923\u093e\u092e \u0939\u094b\u0924\u094b. \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u091c\u0947\u0935\u094d\u0939\u093e \u0906\u0923\u093f \u091c\u0938\u0947 \u092a\u094d\u0930\u0936\u094d\u0928 \u092a\u0921\u0924\u0940\u0932 \u0924\u0947\u0935\u094d\u0939\u093e \u0932\u0917\u0947\u091a\u091a \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0940 \u0909\u0924\u094d\u0924\u0930\u0947 \u0926\u093f\u0932\u0940 \u0917\u0947\u0932\u0940 \u0924\u0930 \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0936\u093f\u0915\u0923\u094d\u092f\u093e\u091a\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092a\u0930\u093f\u0923\u093e\u092e\u0915\u093e\u0930\u0915 \u0920\u0930\u0947\u0932. \u0928\u0949\u0932\u0947\u091c \u092c\u0921\u0940 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u0915\u094b\u0923\u0924\u093e\u0939\u0940 \u092a\u094d\u0930\u0936\u094d\u0928 \u0935\u093f\u091a\u093e\u0930\u0923\u094d\u092f\u093e\u091a\u0940 \u0938\u0902\u0927\u0940 \u0926\u0947\u0924\u094b, \u091c\u094d\u092f\u093e\u091a\u0947 \u0909\u0924\u094d\u0924\u0930 \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0947 \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0923\u094d\u092f\u093e\u091a\u0947 \u092e\u0949\u0921\u0947\u0932 \u0935\u093e\u092a\u0930\u0942\u0928 \u0926\u093f\u0932\u0947 \u091c\u093e\u0908\u0932. T5, UniLM \u0907\u0924\u094d\u092f\u093e\u0926\u0940 \u0938\u093e\u0930\u0916\u094d\u092f\u093e \u092a\u0942\u0930\u094d\u0935-\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u092d\u093e\u0937\u093e \u092e\u0949\u0921\u0947\u0932\u094d\u0938\u091a\u093e \u0935\u093e\u092a\u0930 \u0915\u0930\u0942\u0928 \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0940 \u0909\u0924\u094d\u0924\u0930\u0947 \u0926\u0947\u0923\u093e\u0931\u094d\u092f\u093e \u092e\u0949\u0921\u0947\u0932\u094d\u0938\u0928\u093e \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0926\u093f\u0932\u0947 \u091c\u093e\u0924\u0947 \u0906\u0923\u093f \u092e\u093e\u0917\u0940\u0932 \u0938\u0924\u094d\u0930\u093e\u092e\u0927\u094d\u092f\u0947 \u0928\u092e\u0942\u0926 \u0915\u0947\u0932\u0947\u0932\u094d\u092f\u093e \u0938\u0902\u0936\u094b\u0927\u0928 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0906\u0923\u093f Embibe \u091a\u094d\u092f\u093e \u092e\u093e\u0932\u0915\u0940\u091a\u094d\u092f\u093e \u0921\u0947\u091f\u093e\u0938\u0947\u091f\u0938\u093e\u0920\u0940 \u092b\u093e\u0908\u0928-\u091f\u094d\u092f\u0942\u0928 \u0915\u0947\u0932\u0947 \u091c\u093e\u0924\u0947. \u092f\u0941\u091c\u0930\u094d\u0938 \u0935\u093f\u0935\u093f\u0927 \u092a\u094d\u0930\u0915\u093e\u0930\u091a\u094d\u092f\u093e \u0938\u0902\u0926\u0930\u094d\u092d\u093e\u092e\u0927\u0942\u0928 \u092a\u094d\u0930\u0936\u094d\u0928 \u0935\u093f\u091a\u093e\u0930\u0942 \u0936\u0915\u0924\u093e\u0924, \u091c\u0938\u0947 \u0915\u0940,  \u0928\u093f\u0935\u0921\u0932\u0947\u0932\u093e \u092e\u091c\u0915\u0942\u0930, \u0927\u0921\u093e, \u092a\u0941\u0938\u094d\u0924\u0915 \u0915\u093f\u0902\u0935\u093e \u0905\u092d\u094d\u092f\u093e\u0938\u0915\u094d\u0930\u092e. \u0906\u092e\u091a\u0940 \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0940 \u0909\u0924\u094d\u0924\u0930\u0947 \u0926\u0947\u0923\u094d\u092f\u093e\u091a\u0940 \u092a\u0926\u094d\u0927\u0924 \u0921\u0947\u0928\u094d\u0938 \u0935\u0947\u0915\u094d\u091f\u0930 \u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u092e\u0927\u0940\u0932 \u0938\u092e\u093e\u0928\u0924\u093e \u0935\u093e\u092a\u0930\u0942\u0928 \u0938\u0902\u0926\u0930\u094d\u092d\u093e\u091a\u094d\u092f\u093e \u092a\u094d\u0930\u0915\u093e\u0930\u093e\u0902\u0935\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0938\u0902\u0926\u0930\u094d\u092d \u0928\u093f\u0935\u0921\u0924\u0947 \u0906\u0923\u093f \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u091a\u0947 \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0923\u093e\u0931\u094d\u092f\u093e \u092e\u0949\u0921\u0947\u0932\u091a\u093e \u0935\u093e\u092a\u0930 \u0915\u0930\u0924\u0947. \u0905\u092d\u093f\u092a\u094d\u0930\u093e\u092f \u0932\u0942\u092a\u092e\u0941\u0933\u0947 \u0906\u092e\u091a\u094d\u092f\u093e \u092e\u0949\u0921\u0947\u0932\u0932\u093e \u0938\u0941\u0927\u093e\u0930\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0938\u0924\u0924 \u092e\u0926\u0924 \u0939\u094b\u0924 \u0930\u093e\u0939\u0940\u0932. \u0906\u092e\u091a\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u091a\u0947 \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0923\u093e\u0930\u0947 \u092e\u0949\u0921\u0947\u0932 \u0907\u0924\u0915\u0947 \u092a\u094d\u0930\u0917\u0924 \u0906\u0939\u0947 \u0915\u0940 \u0924\u0947 NEET \u092a\u094d\u0930\u0935\u0947\u0936 \u092a\u0930\u0940\u0915\u094d\u0937\u0947\u0924 \u0926\u0947\u0916\u0940\u0932 \u092a\u093e\u0938 \u0939\u094b\u090a \u0936\u0915\u0924\u0947.<\/p>\n\n\n\n

    3. \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u092d\u093e\u0937\u093e\u0902\u092e\u0927\u094d\u092f\u0947 \u092d\u093e\u0937\u093e\u0902\u0924\u0930 (VT)<\/strong><\/p>\n\n\n\n

    \u0928\u0949\u0932\u0947\u091c \u092c\u0921\u0940 \u0905\u0928\u0947\u0915 \u092d\u093e\u0937\u093e\u0902\u0928\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u094b \u0906\u0923\u093f \u092f\u0941\u091c\u0930\u091a\u094d\u092f\u093e \u0906\u0935\u0921\u0940\u0928\u0941\u0938\u093e\u0930 \u0938\u0902\u092a\u0942\u0930\u094d\u0923 \u0938\u0902\u0935\u093e\u0926 \u0915\u094b\u0923\u0924\u094d\u092f\u093e\u0939\u0940 \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u092d\u093e\u0937\u0947\u092e\u0927\u094d\u092f\u0947 \u0938\u093e\u0927\u0924\u093e \u092f\u0947\u090a \u0936\u0915\u0924\u094b. \u0939\u093e \u0915\u094b\u0923\u0924\u094d\u092f\u093e\u0939\u0940 \u092a\u0942\u0930\u094d\u0935-\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u092d\u093e\u0937\u0947\u0924 \u0938\u094d\u0935\u092f\u0902-\u0928\u093f\u0930\u094d\u092e\u093f\u0924 \u092a\u094d\u0930\u0936\u094d\u0928 \u0935\u093f\u091a\u093e\u0930\u0942 \u0936\u0915\u0924\u094b \u0906\u0923\u093f \u0924\u094d\u092f\u093e\u091a \u092d\u093e\u0937\u0947\u092e\u0927\u094d\u092f\u0947 \u0909\u0924\u094d\u0924\u0930\u093e\u0902\u091a\u0947 \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0926\u0947\u0916\u0940\u0932 \u0915\u0930\u0942 \u0936\u0915\u0924\u094b. \u0906\u092e\u094d\u0939\u0940 \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u092a\u093e\u0924\u0933\u0940\u0935\u0930 \u0935\u093f\u0915\u0938\u093f\u0924 \u091d\u093e\u0932\u0947\u0932\u0947 NMT \u092e\u0949\u0921\u0947\u0932 \u0935\u093e\u092a\u0930\u0924\u094b, \u091c\u0947 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092d\u093e\u0937\u093e\u0902\u0924\u0930\u093e\u0938\u093e\u0920\u0940 \u0909\u092a\u0932\u092c\u094d\u0927 \u0905\u0938\u0932\u0947\u0932\u094d\u092f\u093e \u0907\u0924\u0930 \u092a\u094d\u0930\u0915\u093e\u0930\u093e\u092a\u0947\u0915\u094d\u0937\u093e \u0905\u0927\u093f\u0915 \u091a\u093e\u0902\u0917\u0932\u0940 \u0915\u093e\u092e\u0917\u093f\u0930\u0940 \u0915\u0930\u0924\u0947. \u0938\u0927\u094d\u092f\u093e \u0906\u092e\u091a\u093e \u091a\u0945\u091f\u092c\u0949\u091f 11 \u092d\u093e\u0930\u0924\u0940\u092f \u092d\u093e\u0937\u093e\u0902\u0928\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u094b \u091c\u094d\u092f\u093e\u092e\u0927\u094d\u092f\u0947 \u0939\u093f\u0902\u0926\u0940, \u0917\u0941\u091c\u0930\u093e\u0924\u0940, \u092e\u0930\u093e\u0920\u0940, \u0924\u092e\u093f\u0933, \u0924\u0947\u0932\u0941\u0917\u0941, \u092c\u0902\u0917\u093e\u0932\u0940, \u0915\u0928\u094d\u0928\u0921, \u0905\u0938\u093e\u092e\u0940, \u0913\u0930\u093f\u092f\u093e, \u092a\u0902\u091c\u093e\u092c\u0940 \u0906\u0923\u093f \u092e\u0932\u094d\u092f\u093e\u0933\u092e \u092f\u093e\u0902\u091a\u093e \u0938\u092e\u093e\u0935\u0947\u0936 \u0906\u0939\u0947. \u0936\u0948\u0915\u094d\u0937\u0923\u093f\u0915 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u091a\u094d\u092f\u093e \u0935\u093f\u0936\u093f\u0937\u094d\u091f\u0924\u0947\u092e\u0941\u0933\u0947, \u0906\u092e\u091a\u0947 \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u092a\u093e\u0924\u0933\u0940\u0935\u0930 \u0935\u093f\u0915\u0938\u093f\u0924 \u091d\u093e\u0932\u0947\u0932\u0947 \u092e\u0949\u0921\u0947\u0932 Google Translate \u0938\u093e\u0930\u0916\u094d\u092f\u093e \u0924\u0943\u0924\u0940\u092f \u092a\u0915\u094d\u0937 API \u092a\u0947\u0915\u094d\u0937\u093e \u091a\u093e\u0902\u0917\u0932\u0940 \u0915\u093e\u092e\u0917\u093f\u0930\u0940 \u0915\u0930\u0924 \u0906\u0939\u0947. <\/p>\n\n\n\n

    \u0906\u092a\u0923 \u0924\u0915\u094d\u0924\u093e 1 \u092e\u0927\u094d\u092f\u0947 \u0915\u093e\u0939\u0940 \u0909\u0926\u093e\u0939\u0930\u0923\u0947 \u092a\u093e\u0939\u0942 \u0936\u0915\u0924\u093e \u0915\u0940 \u0906\u092e\u091a\u094d\u092f\u093e\u0926\u094d\u0935\u093e\u0930\u0947 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0947\u0932\u0947\u0932\u0947 \u092d\u093e\u0937\u093e\u0902\u0924\u0930 \u0917\u0942\u0917\u0932 \u092d\u093e\u0937\u093e\u0902\u0924\u0930\u093e\u092a\u0947\u0915\u094d\u0937\u093e \u091a\u093e\u0902\u0917\u0932\u0947 \u0915\u093e \u0906\u0939\u0947:<\/p>\n\n\n\n

    English<\/td>Google Translation<\/td>Knowledge Buddy Translation<\/td><\/tr>
    which of the following law was given by Einstein:<\/td>\u0916\u093e\u0932\u0940\u0932\u092a\u0948\u0915\u0940 \u0915\u094b\u0923\u0924\u093e \u0915\u093e\u092f\u0926\u093e \u0906\u0907\u0928\u094d\u0938\u094d\u091f\u093e\u0908\u0928\u0928\u0947 \u0926\u093f\u0932\u093e \u0939\u094b\u0924\u093e\u0903<\/td>\u0916\u093e\u0932\u0940\u0932\u092a\u0948\u0915\u0940 \u0915\u094b\u0923\u0924\u093e \u0928\u093f\u092f\u092e \u0906\u0907\u0928\u0938\u094d\u091f\u093e\u0908\u0928\u0928\u0947 \u0926\u093f\u0932\u093e \u0939\u094b\u0924\u093e\u0903<\/td><\/tr>
    which one of the following is not alkaline earth metal?<\/td>\u0916\u093e\u0932\u0940\u0932\u092a\u0948\u0915\u0940 \u0915\u094b\u0923\u0924\u093e \u0915\u094d\u0937\u093e\u0930\u0940\u092f \u092a\u0943\u0925\u094d\u0935\u0940 \u0927\u093e\u0924\u0942 \u0928\u093e\u0939\u0940?<\/td>\u0916\u093e\u0932\u0940\u0932\u092a\u0948\u0915\u0940 \u0915\u094b\u0923\u0924\u093e \u0905\u0932\u094d\u0915\u0927\u0930\u094d\u092e\u0940 \u092e\u0943\u0926\u093e \u0927\u093e\u0924\u0942 \u0928\u093e\u0939\u0940?<\/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 \u0939\u0947 \u092f\u091c\u092e\u093e\u0928 \u0938\u0947\u0932\u092e\u0927\u0940\u0932 \u0907\u0902\u091f\u094d\u0930\u093e-\u0938\u0947\u0932\u094d\u092f\u0941\u0932\u0930 \u092c\u0945\u0915\u094d\u091f\u0947\u0930\u093f\u092f\u093e\u0926\u094d\u0935\u093e\u0930\u0947 \u0924\u092f\u093e\u0930 \u0915\u0947\u0932\u0947 \u091c\u093e\u0924\u093e\u0924.<\/td>\u0905\u0902\u0924\u0930\u094d\u091c\u093e\u0924 \u092a\u094d\u0930\u0924\u093f\u091c\u0928 \u0939\u0947 \u092a\u0942\u0930\u094d\u0923\u093e\u0935\u0943\u0924 \u092a\u0947\u0936\u0940\u092e\u0927\u0940\u0932 \u0906\u0902\u0924\u0930 \u092a\u0947\u0936\u0940\u092f \u091c\u0940\u0935\u093e\u0923\u0942\u0902\u0926\u094d\u0935\u093e\u0930\u0947 \u0924\u092f\u093e\u0930 \u0915\u0947\u0932\u0947 \u091c\u093e\u0924\u093e\u0924.<\/td><\/tr><\/tbody><\/table>
    \u0924\u0915\u094d\u0924\u093e 1: Embibe \u091a\u094d\u092f\u093e \u092d\u093e\u0937\u093e\u0902\u0924\u0930 \u0915\u094d\u0937\u092e\u0924\u0947\u091a\u0947 \u0909\u0926\u093e\u0939\u0930\u0923 \u0926\u0930\u094d\u0936\u0935\u0923\u093e\u0930\u0947 \u092a\u094d\u0930\u093e\u0924\u094d\u092f\u0915\u094d\u0937\u093f\u0915<\/figcaption><\/figure>\n\n\n\n

    \u0925\u094b\u0921\u0915\u094d\u092f\u093e\u0924 \u0938\u093e\u0902\u0917\u093e\u092f\u091a\u0947 \u091d\u093e\u0932\u0947\u091a \u0924\u0930, \u0938\u0902\u092d\u093e\u0937\u0923\u093e\u0924\u094d\u092e\u0915 AI \u091a\u0945\u091f\u092c\u0949\u091f \u0928\u0949\u0932\u0947\u091c \u092c\u0921\u0940 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092a\u094d\u0932\u0945\u091f\u092b\u0949\u0930\u094d\u092e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0923\u094d\u092f\u093e\u0924 \u092e\u0926\u0924 \u0915\u0930\u0942\u0928 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u091c\u0930\u094d\u0928\u0940\u0935\u0930 \u0938\u0902\u092d\u093e\u0935\u094d\u092f \u092a\u0930\u093f\u0923\u093e\u092e \u0915\u0930\u0942 \u0936\u0915\u0924\u094b. \u0939\u093e \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0938\u0924\u094d\u0930 \u0938\u0902\u092a\u0932\u094d\u092f\u093e\u0928\u0902\u0924\u0930 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u092e\u0926\u0924 \u0915\u0930\u0942 \u0936\u0915\u0924\u094b, \u091c\u0938\u0947 \u0915\u0940, \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u0940 \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0935\u0924\u0903\u091a\u094d\u092f\u093e \u092d\u093e\u0937\u0947\u0924 \u092a\u094d\u0930\u0936\u094d\u0928 \u0935\u093f\u091a\u093e\u0930\u0942 \u0936\u0915\u0924\u093e\u0924, \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0936\u0902\u0915\u093e\u0902\u091a\u0947 \u0928\u093f\u0930\u0938\u0928 \u0915\u0930\u0942 \u0936\u0915\u0924\u093e\u0924. \u0928\u0949\u0932\u0947\u091c \u092c\u0921\u0940 \u0906\u092e\u091a\u094d\u092f\u093e NLU \u092a\u094d\u0932\u0945\u091f\u092b\u0949\u0930\u094d\u092e Medhas \u0926\u094d\u0935\u093e\u0930\u0947 \u0938\u092e\u0930\u094d\u0925\u093f\u0924 \u0906\u0939\u0947, \u091c\u094b \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u0924\u0940\u0932 \u091c\u094d\u091e\u093e\u0928\u093e\u0932\u093e \u0905\u0902\u0924\u0930\u094d\u092d\u0942\u0924 \u0915\u0930\u0923\u0947, \u0938\u094d\u092a\u0937\u094d\u091f \u0915\u0930\u0923\u0947 \u0906\u0923\u093f \u0938\u092e\u091c\u093e\u0935\u0942\u0928 \u0938\u093e\u0902\u0917\u0923\u0947 \u092f\u093e\u0938 \u092a\u094d\u0930\u092e\u0941\u0916 \u092e\u0942\u0932\u092d\u0942\u0924 \u0924\u0924\u094d\u0935 \u092e\u093e\u0928\u0924\u094b [3][4][6][7][8].<\/p>\n\n\n\n

    \u0938\u0902\u0926\u0930\u094d\u092d:<\/strong><\/p>\n\n\n\n

    [1] \u0930\u093e\u092b\u0947\u0932, \u0915\u0949\u0932\u0940\u0928, \u0928\u094b\u090f\u092e \u0936\u093e\u091d\u0940\u0930, \u0972\u0921\u092e \u0930\u0949\u092c\u0930\u094d\u091f\u094d\u0938, \u0915\u0945\u0925\u0930\u0940\u0928 \u0932\u0940, \u0936\u0930\u0923 \u0928\u093e\u0930\u0902\u0917, \u092e\u093e\u092f\u0915\u0932, \u092e\u091f\u0940\u0928\u093e, \u092f\u093e\u0902\u0915\u0940 \u091d\u094b\u090a, \u0935\u093f \u0932\u0940 \u0906\u0923\u093f \u092a\u0940\u091f\u0930 \u091c\u0947. \u0932\u094d\u092f\u0942 <\/strong>. “Exploring the limits of transfer learning with a unified text-to-text transformer.” arXiv preprint arXiv:1910.10683<\/em> (2019).<\/p>\n\n\n\n

    [2] \u0921\u094b\u0902\u0917, \u0932\u0940, \u0928\u093e\u0928 \u092f\u093e\u0902\u0917, \u0935\u0947\u0928\u094d\u0939\u0941\u0908 \u0935\u0901\u0917, \u092b\u0941\u0930\u0942 \u0935\u0940, \u0936\u093f\u092f\u093e\u0921\u094b\u0902\u0917 \u0932\u093f\u092f\u0942, \u092f\u0942 \u0935\u093e\u0902\u0917, \u091c\u093f\u092f\u093e\u0928\u092b\u0947\u0902\u0917 \u0917\u093e\u0913, \u092e\u093f\u0902\u0917 \u091d\u094b\u090a \u0906\u0923\u093f \u0939\u094d\u0936\u093f\u0906\u0913-\u0935\u0942\u090f\u0928 \u0939\u094b\u0928. “Unified language model pre-training for natural language understanding and generation.” arXiv preprint arXiv:1905.03197<\/em> (2019).<\/p>\n\n\n\n

    [3] \u092b\u093e\u0932\u0926\u0942, \u0915\u0947\u092f\u0942\u0930, \u0905\u092e\u093f\u0924 \u0936\u0947\u0920, \u092a\u094d\u0930\u0936\u093e\u0902\u0924 \u0915\u093f\u0915\u093e\u0928\u0940 \u0906\u0923\u093f \u0939\u0947\u092e\u093e\u0902\u0917 \u0905\u0915\u092c\u0930\u0940. “KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding.” arXiv preprint arXiv:2104.08145<\/em> (2021).<\/p>\n\n\n\n

    [4] \u0917\u094c\u0930, \u092e\u093e\u0928\u0938, \u0915\u0947\u092f\u0942\u0930 \u092b\u093e\u0932\u0926\u0942 \u0906\u0923\u093f \u0905\u092e\u093f\u0924 \u0936\u0947\u0920. “Semantics of the Black-Box: Can knowledge graphs help make deep learning systems more interpretable and explainable?.” IEEE Internet Computing<\/em> 25, no. 1 (2021): 51-59.<\/p>\n\n\n\n

    [5] \u091d\u0941, \u092b\u0947\u0902\u0917\u092c\u093f\u0928, \u0935\u0947\u0928\u0915\u093f\u092f\u093e\u0902\u0917 \u0932\u0940, \u091a\u093e\u0913 \u0935\u0901\u0917, \u091c\u093f\u092f\u093e\u0928\u092e\u093f\u0902\u0917 \u091d\u0947\u0902\u0917, \u0938\u094c\u091c\u0928\u094d\u092f\u093e \u092a\u094b\u0930\u0940\u092f\u093e \u0906\u0923\u093f \u0924\u093e\u0924-\u0938\u0947\u0902\u0917 \u091a\u0942\u0906. “Retrieving and reading: A comprehensive survey on open-domain question answering.” arXiv preprint arXiv:2101.00774<\/em> (2021).<\/p>\n\n\n\n

    [6] \u0917\u094c\u0930, \u092e\u093e\u0928\u0938, \u0905\u0902\u0915\u093f\u0924 \u0926\u0947\u0938\u093e\u0908, \u0915\u0947\u092f\u0942\u0930 \u092b\u093e\u0932\u0926\u0942 \u0906\u0923\u093f \u0905\u092e\u093f\u0924 \u0936\u0947\u0920. “Explainable AI Using Knowledge Graphs.” In ACM CoDS-COMAD Conference. 2020.<\/p>\n\n\n\n

    [7] \u0936\u0947\u0920, \u0905\u092e\u093f\u0924, \u092e\u093e\u0928\u0938 \u0917\u094c\u0930, \u0915\u094c\u0936\u093f\u0915 \u0930\u0949\u092f \u0906\u0923\u093f \u0915\u0947\u092f\u0942\u0930 \u092b\u093e\u0932\u0926\u0942. “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

    [9] “#RAISE2020 – Embibe – AI-Powered learning outcomes platform for personalized education”, MyGov India, Oct 2020, https:\/\/www.youtube.com\/watch?v=kuwFtHgN3qU<\/a><\/p>\n","protected":false},"featured_media":0,"template":"","yoast_head":"\n\u0928\u0949\u0932\u0947\u091c \u092c\u0921\u0940: \u0906\u092a\u0932\u093e \u0936\u0948\u0915\u094d\u0937\u0923\u093f\u0915 \u0938\u093e\u0925\u0940\u0926\u093e\u0930 - EMBIBE - The most powerful AI-powered learning platform<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education-articles\/\u0928\u0949\u0932\u0947\u091c-\u092c\u0921\u0940-\u0906\u092a\u0932\u093e-\u0936\u0948\u0915\u094d\u0937\u0923\u093f\u0915-\u0938\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0928\u0949\u0932\u0947\u091c \u092c\u0921\u0940: \u0906\u092a\u0932\u093e \u0936\u0948\u0915\u094d\u0937\u0923\u093f\u0915 \u0938\u093e\u0925\u0940\u0926\u093e\u0930 - EMBIBE - The most powerful AI-powered learning platform\" \/>\n<meta property=\"og:description\" content=\"Embibe \u092e\u0927\u094d\u092f\u0947, \u0906\u092e\u094d\u0939\u0940 \u0935\u093f\u0927\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u0940 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u091c\u0930\u094d\u0928\u0940 \u0905\u0927\u093f\u0915 \u0938\u0915\u094d\u0937\u092e \u0915\u0930\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0935\u091a\u0928\u092c\u0926\u094d\u0927 \u0906\u0939\u094b\u0924. \u0928\u0949\u0932\u0947\u091c \u092c\u0921\u0940 \u0939\u093e \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u0932 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 \u0905\u0938\u0932\u0947\u0932\u093e \u091a\u0945\u091f\u092c\u0949\u091f \u0906\u0939\u0947 \u091c\u094d\u092f\u093e\u091a\u0940 \u0928\u093f\u0930\u094d\u092e\u093f\u0924\u0940 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0940 \u0909\u0924\u094d\u0924\u0930\u0947 \u0926\u0947\u090a\u0928 \u0906\u0923\u093f \u0936\u0902\u0915\u093e\u0902\u091a\u0947 \u0928\u093f\u0930\u0938\u0928 \u0915\u0930\u0942\u0928 \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0936\u093f\u0915\u094d\u0937\u0923\u093e\u092e\u0927\u094d\u092f\u0947 \u0938\u0941\u0927\u093e\u0930\u0923\u093e \u0915\u0930\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0924\u094d\u092f\u093e\u0902\u0928\u093e \u092e\u0926\u0924 \u0915\u0930\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0915\u0947\u0932\u0940 \u0917\u0947\u0932\u0940 \u0906\u0939\u0947. \u0938\u094d\u0935\u092f\u0902\u091a\u0932\u093f\u0924\u092a\u0923\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0940 \u0928\u093f\u0930\u094d\u092e\u093f\u0924\u0940 \u0906\u0923\u093f \u0909\u0924\u094d\u0924\u0930\u0947 \u0926\u0947\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0938\u0916\u094b\u0932 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0947\u0932\u094d\u0938\u0932\u093e \u092a\u0942\u0930\u0915 \u092e\u094d\u0939\u0923\u0942\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u091a\u0947 \u0938\u0941\u0938\u094d\u092a\u0937\u094d\u091f \u091c\u094d\u091e\u093e\u0928 \u0905\u0924\u093f\u0936\u092f \u092e\u0939\u0924\u094d\u0935\u093e\u091a\u0947 \u0906\u0939\u0947. 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