{"id":322,"date":"2022-11-10T08:22:02","date_gmt":"2022-11-10T08:22:02","guid":{"rendered":"https:\/\/www.embibe.com\/in-ta\/?post_type=articles&p=322"},"modified":"2022-11-10T08:28:39","modified_gmt":"2022-11-10T08:28:39","slug":"%e0%ae%95%e0%ae%b1%e0%af%8d%e0%ae%b1%e0%ae%b2%e0%af%8d-%e0%ae%a4%e0%af%8b%e0%ae%b4%e0%ae%bf","status":"publish","type":"articles","link":"https:\/\/www.embibe.com\/in-ta\/artificial-intelligence-ai-in-education-articles\/%e0%ae%95%e0%ae%b1%e0%af%8d%e0%ae%b1%e0%ae%b2%e0%af%8d-%e0%ae%a4%e0%af%8b%e0%ae%b4%e0%ae%bf\/","title":{"rendered":"\u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0ba4\u0bcb\u0bb4\u0bbf"},"content":{"rendered":"\n

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    \n
  1. \u0bae\u0bbe\u0ba3\u0bb5\u0bb0\u0bbf\u0ba9\u0bcd \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0bb5\u0bc6\u0bb3\u0bbf\u0baa\u0bcd\u0baa\u0bbe\u0b9f\u0bc1\u0b95\u0bb3\u0bc8 \u0bae\u0ba4\u0bbf\u0baa\u0bcd\u0baa\u0bbf\u0b9f \u0b92\u0bb0\u0bc1 \u0bae\u0bbe\u0ba3\u0bb5\u0bb0\u0bbf\u0ba9\u0bcd \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0bb5\u0bb0\u0bb2\u0bbe\u0bb1\u0bcd\u0bb1\u0bbf\u0ba9\u0bcd \u0b85\u0b9f\u0bbf\u0baa\u0bcd\u0baa\u0b9f\u0bc8\u0baf\u0bbf\u0bb2\u0bcd \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8\u0b95\u0bcd \u0b95\u0bc7\u0b9f\u0bcd\u0b95\u0bbf\u0bb1\u0ba4\u0bc1.<\/li>\n\n\n\n
  2. \u0bae\u0bbe\u0ba3\u0bb5\u0bb0\u0bcd \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0b89\u0bb3\u0bcd\u0bb3\u0b9f\u0b95\u0bcd\u0b95\u0ba4\u0bcd\u0ba4\u0bc1\u0b9f\u0ba9\u0bcd \u0b95\u0bb0\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1 \u0baa\u0bb0\u0bbf\u0bae\u0bbe\u0bb1\u0bc1\u0bae\u0bcd \u0baa\u0bcb\u0ba4\u0bc1 \u0bae\u0bbe\u0ba3\u0bb5\u0bb0\u0bbf\u0ba9\u0bcd \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc1\u0b95\u0bcd\u0b95\u0bc1 \u0baa\u0ba4\u0bbf\u0bb2\u0bb3\u0bbf\u0b95\u0bcd\u0b95\u0bbf\u0bb1\u0ba4\u0bc1.<\/li>\n\n\n\n
  3. \u0ba4\u0bbe\u0ba9\u0bbe\u0b95 \u0bae\u0bca\u0bb4\u0bbf\u0baa\u0bc6\u0baf\u0bb0\u0bcd\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bc1\u0bae\u0bcd \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0baa\u0baf\u0ba9\u0bb0\u0bcd\u0b95\u0bb3\u0bcd \u0bb5\u0bbf\u0bb0\u0bc1\u0bae\u0bcd\u0baa\u0bc1\u0bae\u0bcd \u0bae\u0bca\u0bb4\u0bbf\u0baf\u0bbf\u0bb2\u0bcd \u0baa\u0ba4\u0bbf\u0bb2\u0bcd\u0b95\u0bb3\u0bc8 \u0b87\u0ba4\u0bc1 \u0b95\u0bca\u0ba3\u0bcd\u0b9f\u0bc1\u0bb3\u0bcd\u0bb3\u0ba4\u0bc1.<\/li>\n<\/ol>\n\n\n\n
    \"\"
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    1.\u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bae\u0bcd (QG)<\/strong><\/p>\n\n\n\n

    \u0ba4\u0bbe\u0ba9\u0bbe\u0b95 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0ba4\u0bbf\u0bb1\u0ba9\u0bcd \u0bae\u0bbe\u0ba3\u0bb5\u0bb0\u0bcd\u0b95\u0bb3\u0bc1\u0b9f\u0ba9\u0bcd \u0b88\u0b9f\u0bc1\u0baa\u0b9f\u0bc1\u0bb5\u0ba4\u0bb1\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0b85\u0bb5\u0bb0\u0bcd\u0b95\u0bb3\u0bbf\u0ba9\u0bcd \u0b95\u0bb0\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bb3\u0bbf\u0ba9\u0bcd \u0baa\u0bc1\u0bb0\u0bbf\u0ba4\u0bb2\u0bc8 \u0bae\u0ba4\u0bbf\u0baa\u0bcd\u0baa\u0bbf\u0b9f\u0bc1\u0bb5\u0ba4\u0bb1\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0bb5\u0bbe\u0baf\u0bcd\u0baa\u0bcd\u0baa\u0bc8\u0b95\u0bcd \u0b95\u0bca\u0ba3\u0bcd\u0b9f\u0bc1\u0bb5\u0bb0\u0bc1\u0bae\u0bcd. T5, UniLM \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0b85\u0ba4\u0bbf\u0ba8\u0bb5\u0bc0\u0ba9 \u0bae\u0bca\u0bb4\u0bbf \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0b95\u0bb3\u0bc8 \u0ba8\u0bbe\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0bb5\u0bbf\u0bb0\u0bbf\u0bb5\u0bc1\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bbf\u0baf\u0bc1\u0bb3\u0bcd\u0bb3\u0bcb\u0bae\u0bcd. \u0bae\u0bc7\u0bb2\u0bc1\u0bae\u0bcd ARC, DROP, QASC, SciQ, SciTail, SQUAD, HotpotQA \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0b95\u0bbf\u0b9f\u0bc8\u0b95\u0bcd\u0b95\u0b95\u0bcd\u0b95\u0bc2\u0b9f\u0bbf\u0baf \u0b86\u0bb0\u0bbe\u0baf\u0bcd\u0b9a\u0bcd\u0b9a\u0bbf \u0ba4\u0bb0\u0bb5\u0bc1\u0ba4\u0bcd\u0ba4\u0bca\u0b95\u0bc1\u0baa\u0bcd\u0baa\u0bc1\u0b95\u0bb3\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd Embibe-\u0b95\u0bcd\u0b95\u0bc1 \u0b9a\u0bca\u0ba8\u0bcd\u0ba4\u0bae\u0bbe\u0ba9 \u0ba4\u0bb0\u0bb5\u0bc1\u0ba4\u0bcd\u0ba4\u0bca\u0b95\u0bc1\u0baa\u0bcd\u0baa\u0bc1\u0b95\u0bb3\u0bbf\u0bb2\u0bcd \u0b85\u0bb5\u0bb0\u0bcd\u0b95\u0bb3\u0bc1\u0b95\u0bcd\u0b95\u0bc1 \u0baa\u0baf\u0bbf\u0bb1\u0bcd\u0b9a\u0bbf \u0b85\u0bb3\u0bbf\u0ba4\u0bcd\u0ba4\u0bc1\u0bb3\u0bcd\u0bb3\u0bcb\u0bae\u0bcd. \u0baa\u0bc2\u0bb2\u0bbf\u0baf\u0ba9\u0bcd, \u0bb8\u0bcd\u0baa\u0bbe\u0ba9\u0bcd \u0b85\u0b9f\u0bbf\u0baa\u0bcd\u0baa\u0b9f\u0bc8\u0baf\u0bbf\u0bb2\u0bbe\u0ba9, \u0bb5\u0bc6\u0bb1\u0bcd\u0bb1\u0bbf\u0b9f\u0b99\u0bcd\u0b95\u0bb3\u0bc8 \u0ba8\u0bbf\u0bb0\u0baa\u0bcd\u0baa\u0bc1\u0ba4\u0bb2\u0bcd, \u0baa\u0bb2 \u0ba4\u0bc7\u0bb0\u0bcd\u0bb5\u0bc1 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bcd \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0baa\u0bb2 \u0bb5\u0b95\u0bc8\u0baf\u0bbe\u0ba9 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8 \u0ba8\u0bbe\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0b86\u0ba4\u0bb0\u0bbf\u0b95\u0bcd\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. KI-BERT \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0b95\u0b9f\u0bcd\u0b9f\u0bae\u0bc8\u0baa\u0bcd\u0baa\u0bc1\u0b95\u0bb3\u0bc1\u0b9f\u0ba9\u0bcd \u0b95\u0bb2\u0bcd\u0bb5\u0bbf \u0b85\u0bb1\u0bbf\u0bb5\u0bc1 \u0bb5\u0bb0\u0bc8\u0baa\u0b9f\u0b99\u0bcd\u0b95\u0bb3\u0bbf\u0bb2\u0bbf\u0bb0\u0bc1\u0ba8\u0bcd\u0ba4\u0bc1 \u0b85\u0bb1\u0bbf\u0bb5\u0bc1 \u0b89\u0b9f\u0bcd\u0b9a\u0bc6\u0bb2\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0ba4\u0bb2\u0bc8 \u0ba8\u0bbe\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0bb5\u0bb0\u0bc8\u0baa\u0b9f\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0bae\u0bc2\u0bb2\u0bae\u0bcd \u0bae\u0bbf\u0b95\u0bc1\u0ba4\u0bbf\u0baa\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0bb5\u0ba4\u0ba9\u0bcd \u0b89\u0ba4\u0bb5\u0bbf\u0baf\u0bc1\u0b9f\u0ba9\u0bcd \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0b95\u0bb3\u0bcd \u0b9a\u0bbf\u0bb1\u0baa\u0bcd\u0baa\u0bbe\u0b95 \u0bb5\u0bbf\u0bb3\u0b95\u0bcd\u0b95\u0b95\u0bcd\u0b95\u0bc2\u0b9f\u0bbf\u0baf\u0ba4\u0bbe\u0b95 \u0b87\u0bb0\u0bc1\u0baa\u0bcd\u0baa\u0ba4\u0bc8\u0baf\u0bc1\u0bae\u0bcd \u0ba8\u0bbe\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0b89\u0bb1\u0bc1\u0ba4\u0bbf\u0b9a\u0bc6\u0baf\u0bcd\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. \u0b8e\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0b95\u0bb3\u0bcd \u0ba8\u0bbf\u0bb1\u0bc1\u0bb5\u0ba9 \u0bb5\u0bbf\u0bb4\u0bbf\u0baa\u0bcd\u0baa\u0bc1\u0ba3\u0bb0\u0bcd\u0bb5\u0bc1 \u0b95\u0bb5\u0ba9\u0ba4\u0bcd\u0ba4\u0bbf\u0ba9\u0bcd \u0bb5\u0bb4\u0bbf\u0bae\u0bc1\u0bb1\u0bc8\u0b95\u0bb3\u0bbf\u0ba9\u0bcd \u0b89\u0ba4\u0bb5\u0bbf\u0baf\u0bc1\u0b9f\u0ba9\u0bcd \u0bae\u0bb2\u0bcd\u0b9f\u0bbf-\u0bb9\u0bbe\u0baa\u0bcd \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8\u0baf\u0bc1\u0bae\u0bcd \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bc1\u0b95\u0bbf\u0ba9\u0bcd\u0bb1\u0ba9. \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95 \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0baf\u0bbe\u0ba9\u0ba4\u0bc1 \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0b9a\u0bc2\u0bb4\u0bb2\u0bc8 \u0b89\u0bb3\u0bcd\u0bb3\u0bc0\u0b9f\u0bbe\u0b95\u0bb5\u0bc1\u0bae\u0bcd, \u0bb5\u0bbf\u0bb0\u0bc1\u0bae\u0bcd\u0baa\u0bbf\u0baf \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0bb5\u0b95\u0bc8\u0b95\u0bcd\u0b95\u0bbe\u0ba9 \u0ba8\u0bbf\u0ba9\u0bc8\u0baa\u0bcd\u0baa\u0bc2\u0b9f\u0bcd\u0b9f\u0bc1\u0ba4\u0bb2\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0baa\u0bbf\u0bb1 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0bb5\u0b95\u0bc8 \u0b95\u0bc1\u0bb1\u0bbf\u0baa\u0bcd\u0baa\u0bbf\u0b9f\u0bcd\u0b9f \u0bae\u0bc6\u0b9f\u0bcd\u0b9f\u0bbe\u0b9f\u0bc7\u0b9f\u0bcd\u0b9f\u0bbe\u0bb5\u0bc8 \u0b89\u0bb3\u0bcd\u0bb3\u0bc0\u0b9f\u0bbe\u0b95\u0bb5\u0bc1\u0bae\u0bcd \u0b8e\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bcd\u0b95\u0bca\u0bb3\u0bcd\u0b95\u0bbf\u0bb1\u0ba4\u0bc1. \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95 \u0baa\u0bc0\u0bae\u0bcd \u0ba4\u0bc7\u0b9f\u0bb2\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0ba8\u0bbf\u0baf\u0bc2\u0b95\u0bcd\u0bb3\u0bbf\u0baf\u0bb8\u0bcd \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf \u0bae\u0bc1\u0bb1\u0bc8\u0b95\u0bb3\u0bc8\u0baa\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd.<\/p>\n\n\n\n

    2.\u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bcd\u0b95\u0bc1 \u0baa\u0ba4\u0bbf\u0bb2\u0bb3\u0bbf\u0ba4\u0bcd\u0ba4\u0bb2\u0bcd(QA) <\/strong><\/p>\n\n\n\n

    \u0bae\u0bbe\u0ba3\u0bb5\u0bb0\u0bcd\u0b95\u0bb3\u0bbf\u0ba9\u0bcd \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0baa\u0baf\u0ba3\u0bae\u0bcd, \u0b92\u0bb0\u0bc1 \u0bae\u0bc1\u0ba9\u0bcd\u0b95\u0bc2\u0b9f\u0bcd\u0b9f\u0bbf\u0baf \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bcd\u0b95\u0bc1 \u0baa\u0ba4\u0bbf\u0bb2\u0bb3\u0bbf\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0ba4\u0bbf\u0bb1\u0ba9\u0bc8\u0b95\u0bcd \u0b95\u0bca\u0ba3\u0bcd\u0b9f\u0bbf\u0bb0\u0bc1\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0baa\u0bcb\u0ba4\u0bc1, \u200b\u200b\u0b85\u0bb5\u0bb0\u0bcd\u0b95\u0bb3\u0bcd \u0ba8\u0bc7\u0bb0\u0bcd\u0bae\u0bb1\u0bc8\u0baf\u0bbe\u0ba9 \u0ba4\u0bbe\u0b95\u0bcd\u0b95\u0ba4\u0bcd\u0ba4\u0bc8\u0baa\u0bcd \u0baa\u0bc6\u0bb1\u0bc1\u0b95\u0bbf\u0bb1\u0bbe\u0bb0\u0bcd\u0b95\u0bb3\u0bcd. \u0bae\u0bbe\u0ba3\u0bb5\u0bb0\u0bcd\u0b95\u0bb3\u0bbf\u0ba9\u0bcd \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc1\u0b95\u0bcd\u0b95\u0bc1 \u0baa\u0ba4\u0bbf\u0bb2\u0bb3\u0bbf\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd 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\u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc1\u0b95\u0bcd\u0b95\u0bc1 \u0baa\u0ba4\u0bbf\u0bb2\u0bb3\u0bbf\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0b95\u0bb3\u0bcd T5, UniLM \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0bae\u0bc1\u0ba9\u0bcd \u0baa\u0baf\u0bbf\u0bb1\u0bcd\u0b9a\u0bbf \u0baa\u0bc6\u0bb1\u0bcd\u0bb1 \u0bae\u0bca\u0bb4\u0bbf \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0b95\u0bb3\u0bc8 \u0bae\u0bc7\u0bae\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0bb5\u0ba4\u0ba9\u0bcd \u0bae\u0bc2\u0bb2\u0bae\u0bcd \u0baa\u0baf\u0bbf\u0bb1\u0bcd\u0b9a\u0bbf\u0baf\u0bb3\u0bbf\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bc1\u0b95\u0bbf\u0ba9\u0bcd\u0bb1\u0ba9 \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0bae\u0bc1\u0ba8\u0bcd\u0ba4\u0bc8\u0baf \u0baa\u0bbf\u0bb0\u0bbf\u0bb5\u0bc1\u0b95\u0bb3\u0bbf\u0bb2\u0bcd \u0b95\u0bc1\u0bb1\u0bbf\u0baa\u0bcd\u0baa\u0bbf\u0b9f\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f\u0bc1\u0bb3\u0bcd\u0bb3 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    3.\u0bb5\u0b9f\u0bcd\u0b9f\u0bbe\u0bb0 \u0bae\u0bca\u0bb4\u0bbf\u0b95\u0bb3\u0bbf\u0bb2\u0bcd \u0bae\u0bca\u0bb4\u0bbf\u0baa\u0bc6\u0baf\u0bb0\u0bcd\u0baa\u0bcd\u0baa\u0bc1 (VT)<\/strong><\/p>\n\n\n\n

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    \u0b95\u0bc2\u0b95\u0bc1\u0bb3\u0bcd \u0bae\u0bca\u0bb4\u0bbf\u0baa\u0bc6\u0baf\u0bb0\u0bcd\u0baa\u0bcd\u0baa\u0bc8 \u0bb5\u0bbf\u0b9f \u0ba8\u0bae\u0ba4\u0bc1 \u0bae\u0bca\u0bb4\u0bbf\u0baa\u0bc6\u0baf\u0bb0\u0bcd\u0baa\u0bcd\u0baa\u0bc1 \u0b9a\u0bbf\u0bb1\u0ba8\u0bcd\u0ba4\u0ba4\u0bbe\u0b95 \u0b87\u0bb0\u0bc1\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0b9a\u0bbf\u0bb2 \u0b89\u0ba4\u0bbe\u0bb0\u0ba3\u0b99\u0bcd\u0b95\u0bb3\u0bc8 \u0b85\u0b9f\u0bcd\u0b9f\u0bb5\u0ba3\u0bc8 1\u0bb2\u0bcd \u0baa\u0bbe\u0bb0\u0bcd\u0b95\u0bcd\u0b95\u0bb2\u0bbe\u0bae\u0bcd:<\/p>\n\n\n\n

    \u0b86\u0b99\u0bcd\u0b95\u0bbf\u0bb2\u0bae\u0bcd <\/th> \u0b95\u0bc2\u0b95\u0bc1\u0bb3\u0bcd \u0bae\u0bca\u0bb4\u0bbf\u0baa\u0bc6\u0baf\u0bb0\u0bcd\u0baa\u0bcd\u0baa\u0bc1 <\/th>\u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0ba4\u0bcb\u0bb4\u0bbf\u0baf\u0bbf\u0ba9\u0bcd \u0bae\u0bca\u0bb4\u0bbf\u0baa\u0bc6\u0baf\u0bb0\u0bcd\u0baa\u0bcd\u0baa\u0bc1 <\/th><\/tr><\/thead>
    which of the following law was given by Einstein:<\/td>\u0baa\u0bbf\u0ba9\u0bcd\u0bb5\u0bb0\u0bc1\u0bae\u0bcd \u0b8e\u0ba8\u0bcd\u0ba4 \u0b9a\u0b9f\u0bcd\u0b9f\u0ba4\u0bcd\u0ba4\u0bc8 \u0b90\u0ba9\u0bcd\u0bb8\u0bcd\u0b9f\u0bc0\u0ba9\u0bcd \u0bb5\u0bb4\u0b99\u0bcd\u0b95\u0bbf\u0ba9\u0bbe\u0bb0\u0bcd:<\/td>\u0baa\u0bbf\u0ba9\u0bcd\u0bb5\u0bb0\u0bc1\u0bb5\u0ba9\u0bb5\u0bb1\u0bcd\u0bb1\u0bbf\u0bb2\u0bcd \u0b8e\u0ba8\u0bcd\u0ba4 \u0bb5\u0bbf\u0ba4\u0bbf\u0baf\u0bc8 \u0b90\u0ba9\u0bcd\u0bb8\u0bcd\u0b9f\u0bc0\u0ba9\u0bcd \u0bb5\u0bb4\u0b99\u0bcd\u0b95\u0bbf\u0ba9\u0bbe\u0bb0\u0bcd:
    <\/td><\/tr>
    which one of the following is not alkaline earth metal?<\/td>\u0baa\u0bbf\u0ba9\u0bcd\u0bb5\u0bb0\u0bc1\u0bb5\u0ba9\u0bb5\u0bb1\u0bcd\u0bb1\u0bbf\u0bb2\u0bcd \u0b8e\u0ba4\u0bc1 \u0b95\u0bbe\u0bb0 \u0baa\u0bc2\u0bae\u0bbf \u0b89\u0bb2\u0bcb\u0b95\u0bae\u0bcd \u0b85\u0bb2\u0bcd\u0bb2?<\/td>\u0baa\u0bbf\u0ba9\u0bcd\u0bb5\u0bb0\u0bc1\u0bb5\u0ba9\u0bb5\u0bb1\u0bcd\u0bb1\u0bbf\u0bb2\u0bcd \u0b8e\u0ba4\u0bc1 \u0b95\u0bbe\u0bb0\u0bae\u0ba3\u0bcd \u0b89\u0bb2\u0bcb\u0b95\u0bae\u0bcd \u0b85\u0bb2\u0bcd\u0bb2?<\/td><\/tr>
    Endogenous antigens are produced by intra-cellular bacteria within a host cell.<\/td>\u0b8e\u0ba3\u0bcd\u0b9f\u0bcb\u0b9c\u0bc6\u0ba9\u0bb8\u0bcd \u0b86\u0ba9\u0bcd\u0b9f\u0bbf\u0b9c\u0bc6\u0ba9\u0bcd\u0b95\u0bb3\u0bcd \u0b92\u0bb0\u0bc1 \u0baa\u0bc1\u0bb0\u0bb5\u0bb2\u0ba9\u0bcd \u0b95\u0bb2\u0ba4\u0bcd\u0ba4\u0bbf\u0bb1\u0bcd\u0b95\u0bc1\u0bb3\u0bcd \u0b89\u0bb3\u0bcd\u0bb3 \u0b89\u0bb3\u0bcd-\u0b9a\u0bc6\u0bb2\u0bcd\u0bb2\u0bc1\u0bb2\u0bbe\u0bb0\u0bcd \u0baa\u0bbe\u0b95\u0bcd\u0b9f\u0bc0\u0bb0\u0bbf\u0baf\u0bbe\u0bb5\u0bbe\u0bb2\u0bcd \u0b89\u0bb1\u0bcd\u0baa\u0ba4\u0bcd\u0ba4\u0bbf \u0b9a\u0bc6\u0baf\u0bcd\u0baf\u0baa\u0bcd\u0baa\u0b9f\u0bc1\u0b95\u0bbf\u0ba9\u0bcd\u0bb1\u0ba9.<\/td>\u0b85\u0b95\u0ba8\u0bcd\u0ba4\u0bcb\u0ba9\u0bcd\u0bb1\u0bbf \u0b8e\u0ba4\u0bbf\u0bb0\u0bcd\u0baa\u0bca\u0bb0\u0bc1\u0bb3\u0bcd \u0ba4\u0bc2\u0ba3\u0bcd\u0b9f\u0bbf\u0b95\u0bb3\u0bcd \u0b92\u0bb0\u0bc1 \u0bb5\u0bbf\u0bb0\u0bc1\u0ba8\u0bcd\u0ba4\u0bcb\u0bae\u0bcd\u0baa\u0bbf\u0baf\u0bbf\u0ba9\u0bcd \u0b9a\u0bc6\u0bb2\u0bcd\u0b95\u0bb3\u0bc1\u0b95\u0bcd\u0b95\u0bc1\u0bb3\u0bcd \u0b89\u0bb3\u0bcd\u0bb3 \u0b9a\u0bc6\u0bb2\u0bcd\u0bb2\u0b95 \u0baa\u0bbe\u0b95\u0bcd\u0b9f\u0bc0\u0bb0\u0bbf\u0baf\u0bbe\u0bb5\u0bbe\u0bb2\u0bcd \u0b89\u0bb1\u0bcd\u0baa\u0ba4\u0bcd\u0ba4\u0bbf \u0b9a\u0bc6\u0baf\u0bcd\u0baf\u0baa\u0bcd\u0baa\u0b9f\u0bc1\u0b95\u0bbf\u0ba9\u0bcd\u0bb1\u0ba9.<\/td><\/tr><\/tbody><\/table>
    \u0b85\u0b9f\u0bcd\u0b9f\u0bb5\u0ba3\u0bc8 1: Embibe \u0b87\u0ba9\u0bcd \u0bae\u0bca\u0bb4\u0bbf\u0baa\u0bc6\u0baf\u0bb0\u0bcd\u0baa\u0bcd\u0baa\u0bc1 \u0ba4\u0bbf\u0bb1\u0ba9\u0bcd\u0b95\u0bb3\u0bc8 \u0ba8\u0bbf\u0bb0\u0bc2\u0baa\u0bbf\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0b8e\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bcd\u0b95\u0bbe\u0b9f\u0bcd\u0b9f\u0bc1\u0b95\u0bb3\u0bcd.<\/figcaption><\/figure>\n\n\n\n

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    \u0bb0\u0bc6\u0baa\u0bc6\u0bb0\u0bc6\u0ba9\u0bcd\u0bb8\u0bcd:<\/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>[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":1658,"template":"","yoast_head":"\n\u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0ba4\u0bcb\u0bb4\u0bbf - 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-ta\/artificial-intelligence-ai-in-education-articles\/\u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd-\u0ba4\u0bcb\u0bb4\u0bbf\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0ba4\u0bcb\u0bb4\u0bbf - EMBIBE - The most powerful AI-powered learning platform\" \/>\n<meta property=\"og:description\" content=\"\u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0ba4\u0bcb\u0bb4\u0bbf: \u0b89\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0ba4\u0bc1\u0ba3\u0bc8 Embibe \u0ba4\u0bb3\u0ba4\u0bcd\u0ba4\u0bbf\u0bb2\u0bcd, \u0bae\u0bbe\u0ba3\u0bb5\u0bb0\u0bcd\u0b95\u0bb3\u0bbf\u0ba9\u0bcd \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0baa\u0baf\u0ba3\u0ba4\u0bcd\u0ba4\u0bc8 \u0b9a\u0bbf\u0bb1\u0baa\u0bcd\u0baa\u0bbe\u0ba9\u0ba4\u0bbe\u0b95 \u0b86\u0b95\u0bcd\u0b95\u0bc1\u0bb5\u0ba4\u0bc7 \u0b8e\u0b99\u0bcd\u0b95\u0bb3\u0bbf\u0ba9\u0bcd \u0b95\u0bc1\u0bb1\u0bbf\u0b95\u0bcd\u0b95\u0bcb\u0bb3\u0bcd. \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0ba4\u0bcb\u0bb4\u0bbf \u0b8e\u0ba9\u0bcd\u0baa\u0ba4\u0bc1 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bcd\u0b95\u0bc1 \u0baa\u0ba4\u0bbf\u0bb2\u0bcd \u0b85\u0bb3\u0bbf\u0baa\u0bcd\u0baa\u0ba4\u0bc1 \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0b9a\u0ba8\u0bcd\u0ba4\u0bc7\u0b95\u0ba4\u0bcd \u0ba4\u0bc0\u0bb0\u0bcd\u0baa\u0bcd\u0baa\u0bbe\u0ba9\u0bc8\u0baa\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bbf \u0bae\u0bbe\u0ba3\u0bb5\u0bb0\u0bcd\u0b95\u0bb3\u0bcd \u0ba4\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd\u0b95\u0bb3\u0bc8 \u0bae\u0bc0\u0ba3\u0bcd\u0b9f\u0bc1\u0bae\u0bcd \u0ba8\u0bbf\u0ba9\u0bc8\u0bb5\u0bc1\u0b95\u0bc2\u0bb1 \u0b89\u0ba4\u0bb5\u0bc1\u0bae\u0bcd \u0bb5\u0b95\u0bc8\u0baf\u0bbf\u0bb2\u0bcd \u0bb5\u0b9f\u0bbf\u0bb5\u0bae\u0bc8\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0b92\u0bb0\u0bc1 \u0b9a\u0bc6\u0baf\u0bb1\u0bcd\u0b95\u0bc8 \u0ba8\u0bc1\u0ba3\u0bcd\u0ba3\u0bb1\u0bbf\u0bb5\u0bc1 \u0b9a\u0bbe\u0b9f\u0bcd\u0baa\u0bbe\u0b9f\u0bcd \u0b86\u0b95\u0bc1\u0bae\u0bcd. \u0ba4\u0bc6\u0bb3\u0bbf\u0bb5\u0bbe\u0ba9 \u0b95\u0bb3 \u0b85\u0bb1\u0bbf\u0bb5\u0bc1 \u0b8e\u0ba9\u0bcd\u0baa\u0ba4\u0bc1 \u0b86\u0bb4\u0bae\u0bbe\u0ba9 \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0b95\u0bb3\u0bc8 \u0baa\u0bc2\u0bb0\u0bcd\u0ba4\u0bcd\u0ba4\u0bbf \u0b9a\u0bc6\u0baf\u0bcd\u0ba4\u0bc1 \u0ba4\u0bbe\u0ba9\u0bbf\u0baf\u0b95\u0bcd\u0b95\u0bae\u0bbe\u0b95 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bb5\u0bc1\u0bae\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0baa\u0ba4\u0bbf\u0bb2\u0bb3\u0bbf\u0b95\u0bcd\u0b95\u0bb5\u0bc1\u0bae\u0bcd \u0bae\u0bc1\u0b95\u0bcd\u0b95\u0bbf\u0baf\u0bae\u0bbe\u0ba9\u0ba4\u0bc1. 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