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\u0b8f\u0bb1\u0bcd\u0baa\u0b9f\u0bbe\u0bae\u0bb2\u0bcd \u0b87\u0bb0\u0bc1\u0b95\u0bcd\u0b95, \u0baa\u0bc1\u0ba4\u0bbf\u0baf \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8\u0baf\u0bc1\u0bae\u0bcd \u0b85\u0ba4\u0bc1 \u0ba4\u0bca\u0b9f\u0bb0\u0bcd\u0baa\u0bbe\u0ba9 \u0baa\u0ba4\u0bbf\u0bb2\u0bcd\u0b95\u0bb3\u0bc8\u0baf\u0bc1\u0bae\u0bcd \u0ba4\u0bbe\u0ba9\u0bbe\u0b95\u0bb5\u0bc7 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0b95\u0bcd\u0b95\u0bc2\u0b9f\u0bbf\u0baf AI \u0b90 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95&nbsp;Embibe \u0bae\u0bc1\u0ba4\u0bb2\u0bc0\u0b9f\u0bc1 \u0b9a\u0bc6\u0baf\u0bcd\u0ba4\u0bc1\u0bb3\u0bcd\u0bb3\u0ba4\u0bc1 \u0b8e\u0ba9\u0bcd\u0baa\u0ba4\u0bc1 \u0b95\u0bc1\u0bb1\u0bbf\u0baa\u0bcd\u0baa\u0bbf\u0b9f\u0ba4\u0bcd\u0ba4\u0b95\u0bcd\u0b95\u0ba4\u0bc1.<\/p>\n\n\n\n<p>\u0b87\u0ba8\u0bcd\u0ba4 \u0baa\u0ba3\u0bbf, \u0b89\u0bb3\u0bcd\u0bb3\u0b9f\u0b95\u0bcd\u0b95 \u0ba4\u0bca\u0b95\u0bc1\u0baa\u0bcd\u0baa\u0bbe\u0b95\u0bcd\u0b95\u0bae\u0bcd, \u0ba4\u0bb2\u0bc8\u0baa\u0bcd\u0baa\u0bbf\u0bb1\u0bcd\u0b95\u0bbe\u0ba9 \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0baf\u0bae\u0bc8\u0ba4\u0bcd\u0ba4\u0bb2\u0bcd, \u0b85\u0ba4\u0bbf\u0ba8\u0bb5\u0bc0\u0ba9 \u0bae\u0bca\u0bb4\u0bbf \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bae\u0bcd NLG \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0ba4\u0bc0\u0bb0\u0bcd\u0bb5\u0bbf \u0ba4\u0bca\u0bb4\u0bbf\u0bb2\u0bcd\u0ba8\u0bc1\u0b9f\u0bcd\u0baa\u0bae\u0bcd (<a href=\"https:\/\/docs.google.com\/document\/d\/1VJhTcuX1FFWw0xzuiLw8e1oCVVR2FWwRy__EPLpOUss\/edit\"><strong>solver technology<\/strong><\/a>) \u0b86\u0b95\u0bbf\u0baf\u0bb5\u0bb1\u0bcd\u0bb1\u0bbf\u0bb2\u0bbf\u0bb0\u0bc1\u0ba8\u0bcd\u0ba4\u0bc1 \u0b95\u0bb0\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bcd\u0b95\u0bb3\u0bc8\u0baa\u0bcd \u0baa\u0bc6\u0bb1\u0bc1\u0bb5\u0ba4\u0bc8 \u0b89\u0bb3\u0bcd\u0bb3\u0b9f\u0b95\u0bcd\u0b95\u0bbf\u0baf\u0ba4\u0bc1.<\/p>\n\n\n\n<p><strong>\u0b95\u0bc1\u0bb1\u0bbf\u0b95\u0bcd\u0b95\u0bcb\u0bb3\u0bcd<\/strong><\/p>\n\n\n\n<p>\u0ba8\u0bbe\u0b99\u0bcd\u0b95\u0bb3\u0bcd, Embibe-\u0baf\u0bbf\u0bb2\u0bcd, \u0b95\u0bb0\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bb3\u0bc8 \u0ba8\u0bbf\u0ba9\u0bc8\u0bb5\u0bc1\u0b95\u0bc2\u0bb1\u0bb5\u0bc1\u0bae\u0bcd, \u0baa\u0bc1\u0bb0\u0bbf\u0ba8\u0bcd\u0ba4\u0bc1\u0b95\u0bca\u0bb3\u0bcd\u0bb3\u0bb5\u0bc1\u0bae\u0bcd \u0b92\u0bb0\u0bc1 \u0ba4\u0ba8\u0bcd\u0ba4\u0bbf\u0bb0\u0bae\u0bbe\u0ba9 \u0bb5\u0bb4\u0bbf\u0baf\u0bc8 \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. \u0b85\u0ba4\u0bbe\u0bb5\u0ba4\u0bc1 \u0ba4\u0bca\u0b9f\u0bb0\u0bcd\u0ba8\u0bcd\u0ba4\u0bc1 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc1\u0b95\u0bcd\u0b95\u0bc1 \u0baa\u0ba4\u0bbf\u0bb2\u0bb3\u0bbf\u0baa\u0bcd\u0baa\u0ba4\u0ba9\u0bcd \u0bae\u0bc2\u0bb2\u0bae\u0bcd \u0baa\u0baf\u0bbf\u0bb1\u0bcd\u0b9a\u0bbf\u0ba4\u0bcd\u0ba4\u0bb2\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0b95\u0bb0\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bcd\u0b95\u0bb3\u0bbf\u0bb2\u0bcd \u0b9a\u0bbf\u0bb1\u0ba8\u0bcd\u0ba4 \u0bb5\u0bbf\u0bb3\u0b99\u0bcd\u0b95\u0bc1\u0ba4\u0bb2\u0bcd \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0b95\u0b9f\u0bcd\u0b9f\u0bae\u0bc8\u0baa\u0bcd\u0baa\u0bc8 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bbf\u0baf\u0bc1\u0bb3\u0bcd\u0bb3\u0bcb\u0bae\u0bcd. \u0ba4\u0bbe\u0ba9\u0bbf\u0baf\u0b95\u0bcd\u0b95 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bae\u0bcd \u0b8e\u0ba9\u0bcd\u0baa\u0ba4\u0bc1 \u0b9f\u0bbf\u0b9c\u0bbf\u0b9f\u0bcd\u0b9f\u0bb2\u0bcd \u0bae\u0baf\u0bae\u0bbe\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0baa\u0bc1\u0ba4\u0bcd\u0ba4\u0b95\u0b99\u0bcd\u0b95\u0bb3\u0bc8 \u0b89\u0bb3\u0bcd\u0bb3\u0bc0\u0b9f\u0bbe\u0b95 \u0b95\u0bca\u0ba3\u0bcd\u0b9f\u0bc1, \u0b85\u0ba4\u0bbf\u0bb2\u0bbf\u0bb0\u0bc1\u0ba8\u0bcd\u0ba4\u0bc1 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bc1\u0b95\u0bbf\u0bb1\u0ba4\u0bc1. \u0b87\u0ba4\u0bbf\u0bb2\u0bcd \u0bae\u0bbe\u0ba3\u0bb5\u0bb0\u0bcd\u0b95\u0bb3\u0bcd \u0b85\u0bb5\u0bb0\u0bcd\u0b95\u0bb3\u0bc1\u0ba4\u0bc1 \u0b85\u0bb1\u0bbf\u0ba4\u0bcd\u0ba4\u0bbf\u0bb1\u0ba9\u0bc8 \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bbf \u0baa\u0baf\u0bbf\u0bb1\u0bcd\u0b9a\u0bbf \u0baa\u0bc6\u0bb1\u0bb2\u0bbe\u0bae\u0bcd.<\/p>\n\n\n\n<p>\u0ba4\u0bbe\u0ba9\u0bbf\u0baf\u0b95\u0bcd\u0b95 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bae\u0bcd, \u0b87\u0baf\u0bb1\u0bcd\u0b95\u0bc8 \u0bae\u0bca\u0bb4\u0bbf \u0b9a\u0bc6\u0baf\u0bb2\u0bbe\u0b95\u0bcd\u0b95\u0ba4\u0bcd\u0ba4\u0bbf\u0ba9\u0bcd (NLP) \u0b92\u0bb0\u0bc1 \u0baa\u0b95\u0bc1\u0ba4\u0bbf\u0baf\u0bbe\u0b95\u0bc1\u0bae\u0bcd.<\/p>\n\n\n\n<p>\u0baa\u0bb2 \u0b86\u0bb0\u0bbe\u0baf\u0bcd\u0b9a\u0bcd\u0b9a\u0bbf\u0baf\u0bbe\u0bb3\u0bb0\u0bcd\u0b95\u0bb3\u0bcd, \u0ba4\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0baa\u0b9f\u0bc8\u0baa\u0bcd\u0baa\u0bc1\u0b95\u0bb3\u0bc8 \u0bb5\u0bb4\u0b99\u0bcd\u0b95\u0bbf\u0baf \u0b92\u0bb0\u0bc1 \u0b86\u0bb0\u0bbe\u0baf\u0bcd\u0b9a\u0bcd\u0b9a\u0bbf \u0baa\u0b95\u0bc1\u0ba4\u0bbf \u0b87\u0ba4\u0bc1.&nbsp; \u0b8e\u0ba9\u0bbf\u0ba9\u0bc1\u0bae\u0bcd, \u0b87\u0ba4\u0bc1 \u0b87\u0ba9\u0bcd\u0ba9\u0bc1\u0bae\u0bcd \u0b85\u0ba4\u0bbf\u0b95\u0baa\u0b9f\u0bcd\u0b9a \u0ba4\u0bc1\u0bb2\u0bcd\u0bb2\u0bbf\u0baf\u0ba4\u0bcd\u0ba4\u0bc8 \u0baa\u0bc6\u0bb0\u0bc1\u0bae\u0bcd \u0ba8\u0bbf\u0bb2\u0bc8\u0baf\u0bc8 \u0b85\u0b9f\u0bc8\u0baf\u0bb5\u0bbf\u0bb2\u0bcd\u0bb2\u0bc8.<\/p>\n\n\n\n<p>\u0baa\u0bb2 \u0b86\u0bb0\u0bbe\u0baf\u0bcd\u0b9a\u0bcd\u0b9a\u0bbf\u0baf\u0bbe\u0bb3\u0bb0\u0bcd\u0b95\u0bb3\u0bcd NLP \u0bae\u0bc2\u0bb2\u0bae\u0bcd \u0ba4\u0bbe\u0ba9\u0bbf\u0baf\u0b95\u0bcd\u0b95 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bae\u0bcd \u0baa\u0b95\u0bc1\u0ba4\u0bbf\u0baf\u0bbf\u0bb2\u0bcd \u0baa\u0ba3\u0bbf\u0baf\u0bbe\u0bb1\u0bcd\u0bb1\u0bbf\u0baf\u0bc1\u0bb3\u0bcd\u0bb3\u0ba9\u0bb0\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0baa\u0bb2\u0bcd\u0bb5\u0bc7\u0bb1\u0bc1 \u0bb5\u0b95\u0bc8\u0baf\u0bbe\u0ba9 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8 \u0ba4\u0bbe\u0ba9\u0bbe\u0b95 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95 \u0b8f\u0bb0\u0bbe\u0bb3\u0bae\u0bbe\u0ba9 \u0ba8\u0bc1\u0b9f\u0bcd\u0baa\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0b95\u0bb3\u0bcd \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f\u0bc1\u0bb3\u0bcd\u0bb3\u0ba9.<\/p>\n\n\n\n<p><strong>\u0b85\u0ba3\u0bc1\u0b95\u0bc1\u0bae\u0bc1\u0bb1\u0bc8<\/strong><\/p>\n\n\n\n<p>\u0baa\u0bbf\u0ba9\u0bcd\u0bb5\u0bb0\u0bc1\u0bae\u0bcd \u0bb5\u0bb0\u0bc8\u0baa\u0b9f\u0bae\u0bcd \u0ba4\u0bbe\u0ba9\u0bbf\u0baf\u0b95\u0bcd\u0b95 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95 \u0b95\u0b9f\u0bcd\u0b9f\u0bae\u0bc8\u0baa\u0bcd\u0baa\u0bbf\u0bb1\u0bcd\u0b95\u0bbe\u0ba9 \u0bae\u0bbf\u0b95 \u0b89\u0baf\u0bb0\u0bcd \u0ba8\u0bbf\u0bb2\u0bc8 \u0b85\u0ba3\u0bc1\u0b95\u0bc1\u0bae\u0bc1\u0bb1\u0bc8\u0baf\u0bc8\u0b95\u0bcd \u0b95\u0bbe\u0b9f\u0bcd\u0b9f\u0bc1\u0b95\u0bbf\u0bb1\u0ba4\u0bc1.<\/p>\n\n\n\n<p>\u0ba4\u0bbe\u0ba9\u0bbf\u0baf\u0b95\u0bcd\u0b95 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bae\u0bcd, \u0b9f\u0bbf\u0bb0\u0bbe\u0ba9\u0bcd\u0bb8\u0bcd\u0baa\u0bbe\u0bb0\u0bcd\u0bae\u0bb0\u0bcd \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0b95\u0bb3\u0bbf\u0ba9\u0bcd \u0b85\u0ba4\u0bbf\u0ba8\u0bb5\u0bc0\u0ba9 \u0bae\u0bbe\u0bb1\u0bc1\u0baa\u0bbe\u0b9f\u0bc1\u0b95\u0bb3\u0bc1\u0b9f\u0ba9\u0bcd NLP \u0ba8\u0bc1\u0b9f\u0bcd\u0baa\u0b99\u0bcd\u0b95\u0bb3\u0bc8 \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bbf\u0bb1\u0ba4\u0bc1.<\/p>\n\n\n\n<p>\u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bc1\u0bae\u0bcd \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bbf\u0ba9\u0bcd \u0ba4\u0bb0\u0bae\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0b95\u0b9f\u0bbf\u0ba9 \u0ba8\u0bbf\u0bb2\u0bc8\u0baf\u0bc8 \u0b85\u0ba4\u0bbf\u0b95\u0bb0\u0bbf\u0b95\u0bcd\u0b95 \u0b87\u0bb2\u0b95\u0bcd\u0b95\u0ba3\u0bae\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0b9a\u0bca\u0bb1\u0bcd\u0baa\u0bca\u0bb0\u0bc1\u0bb3\u0bbf\u0baf\u0bb2\u0bcd \u0baa\u0bb1\u0bcd\u0bb1\u0bbf\u0baf \u0b86\u0bb0\u0bbe\u0baf\u0bcd\u0b9a\u0bcd\u0b9a\u0bbf\u0baa\u0bcd \u0baa\u0ba3\u0bbf\u0b95\u0bb3\u0bc8\u0baf\u0bc1\u0bae\u0bcd \u0b87\u0ba4\u0bc1 \u0bae\u0bc7\u0bae\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bbf\u0bb1\u0ba4\u0bc1.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/stage.embibe.com\/in-ta\/wp-content\/uploads\/2022\/04\/Tamil_28.webp\" alt=\"\"\/><figcaption class=\"wp-element-caption\">\u0baa\u0b9f\u0bae\u0bcd 1: \u0ba4\u0bbe\u0ba9\u0bbf\u0baf\u0b95\u0bcd\u0b95 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0ba4\u0bcd\u0ba4\u0bbf\u0ba9\u0bcd \u0b89\u0baf\u0bb0\u0bcd \u0ba4\u0bb0 \u0b95\u0b9f\u0bcd\u0b9f\u0bae\u0bc8\u0baa\u0bcd\u0baa\u0bc1  <\/figcaption><\/figure>\n\n\n\n<p>\u0ba4\u0bbe\u0ba9\u0bbf\u0baf\u0b95\u0bcd\u0b95 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bae\u0bcd \u0b8e\u0ba9\u0bcd\u0baa\u0ba4\u0bc1 \u0b89\u0bb0\u0bc8 \u0b9a\u0bc6\u0baf\u0bb2\u0bbe\u0b95\u0bcd\u0b95\u0bae\u0bcd, \u0b85\u0bae\u0bcd\u0b9a\u0b99\u0bcd\u0b95\u0bb3\u0bc8 \u0baa\u0bbf\u0bb0\u0bbf\u0ba4\u0bcd\u0ba4\u0bc6\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bb2\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd&nbsp;\u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bc1\u0ba4\u0bb2\u0bcd(\u0b87\u0ba9\u0bcd\u0b9c\u0bbf\u0ba9\u0bc0\u0bb0\u0bbf\u0b99\u0bcd), \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf \u0b95\u0b9f\u0bcd\u0b9f\u0bae\u0bc8\u0ba4\u0bcd\u0ba4\u0bb2\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0baa\u0baf\u0bbf\u0bb1\u0bcd\u0b9a\u0bbf\u0ba4\u0bcd\u0ba4\u0bb2\u0bcd, \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf \u0bae\u0ba4\u0bbf\u0baa\u0bcd\u0baa\u0bbe\u0baf\u0bcd\u0bb5\u0bc1, \u0b95\u0bc1\u0bb1\u0bbf\u0baa\u0bcd\u0baa\u0bbf\u0b9f\u0bc1\u0ba4\u0bb2\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0b9a\u0bbf\u0bb2 \u0ba8\u0bbf\u0bb2\u0bc8\u0baf\u0bbe\u0ba9 ML \u0ba8\u0bc1\u0b9f\u0bcd\u0baa\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0baa\u0bb2 \u0b95\u0bc2\u0bb1\u0bc1\u0b95\u0bb3\u0bc8 \u0b89\u0bb3\u0bcd\u0bb3\u0b9f\u0b95\u0bcd\u0b95\u0bbf\u0baf\u0ba4\u0bc1.<\/p>\n\n\n\n<p>\u0b8e\u0b99\u0bcd\u0b95\u0bb3\u0bcd QA \u0bae\u0bbe\u0b9f\u0bb2\u0bc8\u0baa\u0bcd \u0baa\u0baf\u0bbf\u0bb1\u0bcd\u0bb1\u0bc1\u0bb5\u0bbf\u0b95\u0bcd\u0b95 ARC, DROP, QASC, SciQ, SciTail, SQuAD \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd Google NQ \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\u0bcd \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 20+ \u0bb5\u0bc6\u0bb5\u0bcd\u0bb5\u0bc7\u0bb1\u0bc1 \u0ba4\u0bbf\u0bb1\u0ba8\u0bcd\u0ba4 \u0bae\u0bc2\u0bb2 \u0ba4\u0bb0\u0bb5\u0bc1\u0ba4\u0bcd\u0ba4\u0bca\u0b95\u0bc1\u0baa\u0bcd\u0baa\u0bc1\u0b95\u0bb3\u0bc8\u0baa\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bbf\u0baf\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, \u0b95\u0bcb\u0b9f\u0bbf\u0b9f\u0bcd\u0b9f \u0b87\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\u0bcd\u0bb5\u0bc7\u0bb1\u0bc1 \u0bb5\u0b95\u0bc8\u0baf\u0bbe\u0ba9 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8\u0baf\u0bc1\u0bae\u0bcd \u0ba8\u0bbe\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bbf\u0baf\u0bc1\u0bb3\u0bcd\u0bb3\u0bcb\u0bae\u0bcd. \u0ba4\u0bca\u0b9f\u0bb0\u0bcd \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0ba4\u0bcd\u0ba4\u0bc8 \u0b85\u0b9f\u0bbf\u0baa\u0bcd\u0baa\u0b9f\u0bc8\u0baf\u0bbe\u0b95 \u0bb5\u0bc8\u0ba4\u0bcd\u0ba4\u0bc1 \u0b95\u0b9f\u0bbf\u0ba9 \u0ba4\u0ba9\u0bcd\u0bae\u0bc8\u0baf\u0bc8 \u0bb5\u0bb0\u0bc8\u0baf\u0bb1\u0bc1\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bc1\u0b95\u0bbf\u0bb1\u0ba4\u0bc1, \u0bae\u0bb2\u0bcd\u0b9f\u0bbf-\u0bb9\u0bbe\u0baa\u0bcd \u0bb0\u0bc0\u0b9a\u0ba9\u0bbf\u0b99\u0bcd \u0b8e\u0ba9\u0bcd\u0baa\u0ba4\u0bc1 \u0baa\u0ba4\u0bbf\u0bb2\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0b95\u0bb0\u0bc1\u0ba4\u0bcd\u0ba4\u0bbf\u0bb2\u0bbf\u0bb0\u0bc1\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0b95\u0b9f\u0bbf\u0ba9\u0ba4\u0bcd\u0ba4\u0ba9\u0bcd\u0bae\u0bc8\u0baf\u0bc8 \u0bb5\u0bb0\u0bc8\u0baf\u0bb1\u0bc1\u0b95\u0bcd\u0b95 \u0bb5\u0bc7\u0ba3\u0bcd\u0b9f\u0bc1\u0bae\u0bcd. KI-BERT \u0b90 \u0bb5\u0bc8\u0ba4\u0bcd\u0ba4\u0bc1 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f QG \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0b95\u0bb3\u0bbf\u0bb2\u0bcd \u0ba4\u0bca\u0b9f\u0bb0\u0bcd\u0baa\u0bc1\u0b9f\u0bc8\u0baf \u0b85\u0bb1\u0bbf\u0bb5\u0bc8\u0baa\u0bcd \u0baa\u0bc1\u0b95\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0bb5\u0ba4\u0bb1\u0bcd\u0b95\u0bc1 \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0b85\u0bb0\u0bbf\u0ba4\u0bcd\u0ba4\u0bbf\u0bb0\u0ba9\u0bcd \u0bb5\u0bb0\u0bc8\u0baa\u0b9f\u0b99\u0bcd\u0b95\u0bb3\u0bc8\u0baa\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd[1]. \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0ba4\u0bcd\u0ba4\u0bbf\u0ba9\u0bcd \u0b9a\u0bc6\u0baf\u0bb2\u0bcd\u0ba4\u0bbf\u0bb1\u0ba9\u0bc8 \u0bae\u0bc7\u0bae\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4, \u0b9a\u0bca\u0ba8\u0bcd\u0ba4\u0bae\u0bbe\u0b95 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0b87\u0baf\u0bb1\u0bcd\u0b95\u0bc8 \u0bae\u0bca\u0bb4\u0bbf \u0baa\u0bc1\u0bb0\u0bbf\u0ba4\u0bb2\u0bcd \u0ba8\u0bc1\u0b9f\u0bcd\u0baa\u0b99\u0bcd\u0b95\u0bb3\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.<\/p>\n\n\n\n<p>\u0b89\u0bb0\u0bc8\u0baf\u0bc8 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95, T5[2] \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95 \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0b95\u0bb3\u0bc8\u0baa\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bb2\u0bbe\u0bae\u0bcd, \u0b87\u0ba4\u0ba9\u0bbe\u0bb2\u0bcd  \u0b95\u0bca\u0b9f\u0bc1\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0b95\u0bb0\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bcd\u0b95\u0bb3\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0baa\u0ba4\u0bbf\u0bb2\u0bcd\u0b95\u0bb3\u0bbf\u0bb2\u0bcd \u0b87\u0bb0\u0bc1\u0ba8\u0bcd\u0ba4\u0bc1 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0baf\u0bc8 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95 \u0bae\u0bc1\u0b9f\u0bbf\u0baf\u0bc1\u0bae\u0bcd. \u0b85\u0ba4\u0ba9\u0bcd \u0baa\u0bcb\u0b95\u0bcd\u0b95\u0bc1 \u0b8e\u0baa\u0bcd\u0baa\u0b9f\u0bbf \u0b87\u0bb0\u0bc1\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0b8e\u0ba9\u0bcd\u0baa\u0ba4\u0bb1\u0bcd\u0b95\u0bbe\u0ba9 \u0b89\u0ba4\u0bbe\u0bb0\u0ba3\u0bae\u0bcd \u0baa\u0bbf\u0ba9\u0bcd\u0bb5\u0bb0\u0bc1\u0bae\u0bbe\u0bb1\u0bc1.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/stage.embibe.com\/in-ta\/wp-content\/uploads\/2022\/04\/Tamil_27.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u0baa\u0b9f\u0bae\u0bcd 2. QG \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf \u0baa\u0ba3\u0bbf\u0baa\u0bcd\u0baa\u0bbe\u0baf\u0bcd\u0bb5\u0bc1<\/p>\n\n\n\n<p><strong>\u0b87\u0bb2\u0b95\u0bcd\u0b95\u0bc1<\/strong><\/p>\n\n\n\n<p>Embibe AI \u0ba4\u0bb3\u0bae\u0bcd,&nbsp; \u0bae\u0bbe\u0ba3\u0bb5\u0bb0\u0bcd\u0b95\u0bb3\u0bc1\u0b95\u0bcd\u0b95\u0bc1 \u0b85\u0ba4\u0ba9\u0bbe\u0bb2\u0bcd \u0bae\u0bc1\u0b9f\u0bbf\u0ba8\u0bcd\u0ba4\u0bb5\u0bb0\u0bc8 \u0baa\u0bbe\u0b9f\u0baa\u0bcd \u0baa\u0bc1\u0ba4\u0bcd\u0ba4\u0b95\u0b99\u0bcd\u0b95\u0bb3\u0bbf\u0bb2\u0bbf\u0bb0\u0bc1\u0ba8\u0bcd\u0ba4\u0bc1 \u0baa\u0bb2 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bb5\u0bc7 \u0b87\u0ba8\u0bcd\u0ba4 \u0baa\u0ba3\u0bbf\u0b95\u0bb3\u0bc8 \u0b9a\u0bc6\u0baf\u0bcd\u0b95\u0bbf\u0bb1\u0ba4\u0bc1.<\/p>\n\n\n\n<p>\u0b85\u0ba9\u0bc8\u0ba4\u0bcd\u0ba4\u0bc1 \u0bb5\u0b95\u0bc1\u0baa\u0bcd\u0baa\u0bc1\u0b95\u0bb3\u0bc8\u0baf\u0bc1\u0bae\u0bcd, \u0b87\u0bb2\u0b9f\u0bcd\u0b9a\u0bbf\u0baf\u0b99\u0bcd\u0b95\u0bb3\u0bc8\u0baf\u0bc1\u0bae\u0bcd, \u0ba4\u0bc7\u0bb0\u0bcd\u0bb5\u0bc1\u0b95\u0bb3\u0bc8\u0baf\u0bc1\u0bae\u0bcd, \u0bae\u0bbe\u0ba8\u0bbf\u0bb2 \u0bb5\u0bbe\u0bb0\u0bbf\u0baf\u0b99\u0bcd\u0b95\u0bb3\u0bc8\u0baf\u0bc1\u0bae\u0bcd \u0b95\u0bb0\u0bc1\u0ba4\u0bcd\u0ba4\u0bbf\u0bb2\u0bcd \u0b95\u0bca\u0ba3\u0bcd\u0b9f\u0bc1, \u0b87\u0ba4\u0bc1\u0bb5\u0bb0\u0bc8 6 \u0bae\u0bc1\u0ba4\u0bb2\u0bcd 12 \u0b86\u0bae\u0bcd \u0bb5\u0b95\u0bc1\u0baa\u0bcd\u0baa\u0bc1 \u0bb5\u0bb0\u0bc8 \u0b89\u0bb3\u0bcd\u0bb3 NCERT \u0baa\u0bc1\u0ba4\u0bcd\u0ba4\u0b95\u0b99\u0bcd\u0b95\u0bb3\u0bbf\u0bb2\u0bbf\u0bb0\u0bc1\u0ba8\u0bcd\u0ba4\u0bc1 ~ 125k \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bbf\u0baf\u0bc1\u0bb3\u0bcd\u0bb3\u0bcb\u0bae\u0bcd. \u0b8e\u0ba4\u0bcd\u0ba4\u0b95\u0bc8\u0baf \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0b89\u0bb0\u0bc8\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0b8e\u0bb3\u0bbf\u0ba4\u0bbf\u0bb2\u0bcd \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 \u0b8e\u0b99\u0bcd\u0b95\u0bb3\u0bbf\u0b9f\u0bae\u0bcd \u0b89\u0bb3\u0bcd\u0bb3\u0ba4\u0bc1 \u0b8e\u0ba9\u0bcd\u0baa\u0ba4\u0bbf\u0bb2\u0bcd \u0baa\u0bc6\u0bb0\u0bc1\u0bae\u0bbf\u0ba4\u0bae\u0bcd \u0b95\u0bca\u0bb3\u0bcd\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. <\/p>\n\n\n\n<p>\u0b8e\u0ba8\u0bcd\u0ba4 \u0b95\u0bb3\u0bae\u0bbe\u0b95 \u0b87\u0bb0\u0bc1\u0ba8\u0bcd\u0ba4\u0bbe\u0bb2\u0bc1\u0bae\u0bcd, \u0b8e\u0baa\u0bcd\u0baa\u0bc7\u0bb1\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0b87\u0bb2\u0b9f\u0bcd\u0b9a\u0bbf\u0baf\u0bae\u0bbe\u0b95 \u0b87\u0bb0\u0bc1\u0ba8\u0bcd\u0ba4\u0bbe\u0bb2\u0bc1\u0bae\u0bcd, \u0ba8\u0bbf\u0b9c \u0b89\u0bb2\u0b95 \u0b9a\u0bc2\u0bb4\u0bcd\u0ba8\u0bbf\u0bb2\u0bc8\u0b95\u0bb3\u0bbf\u0bb2\u0bcd \u0bae\u0bc2\u0bb2\u0bbe\u0ba4\u0bbe\u0bb0\u0bae\u0bbe\u0b95 \u0b87\u0bb0\u0bc1\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0bb5\u0bbe\u0bb4\u0bcd\u0b95\u0bcd\u0b95\u0bc8 \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0bb5\u0bc6\u0bb3\u0bbf\u0baa\u0bcd\u0baa\u0bbe\u0b9f\u0bc1\u0b95\u0bb3\u0bc8 \u0b85\u0b9f\u0bc8\u0baf \u0b87\u0ba8\u0bcd\u0ba4 \u0b85\u0bae\u0bc8\u0baa\u0bcd\u0baa\u0bc8 \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bb2\u0bbe\u0bae\u0bcd.<\/p>\n\n\n\n<p>\u0bae\u0bc7\u0bae\u0bcd\u0baa\u0b9f\u0bcd\u0b9f NLP \u0baa\u0b95\u0bc1\u0ba4\u0bbf\u0baf\u0bbf\u0bb2\u0bcd, \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0b85\u0bae\u0bc8\u0baa\u0bcd\u0baa\u0bc8 \u0baa\u0bc1\u0ba4\u0bcd\u0ba4\u0bae\u0bcd\u0baa\u0bc1\u0ba4\u0bbf\u0baf \u0b92\u0ba9\u0bcd\u0bb1\u0bbe\u0b95 \u0bae\u0bbe\u0bb1\u0bcd\u0bb1\u0bb5\u0bc1\u0bae\u0bcd, \u0b85\u0ba4\u0bc8 \u0b95\u0bc1\u0bb1\u0bbf\u0baa\u0bcd\u0baa\u0bbf\u0b9f\u0bcd\u0b9f \u0b95\u0bb3\u0bae\u0bcd \u0b9a\u0bbe\u0bb0\u0bcd\u0ba8\u0bcd\u0ba4\u0ba4\u0bbe\u0b95 \u0bae\u0bbe\u0bb1\u0bcd\u0bb1\u0bb5\u0bc1\u0bae\u0bcd \u0ba8\u0bbe\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0b9a\u0bc6\u0baf\u0bb2\u0bcd\u0baa\u0b9f\u0bcd\u0b9f\u0bc1 \u0bb5\u0bb0\u0bc1\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd.<\/p>\n\n\n\n<p>\u0b87\u0b99\u0bcd\u0b95\u0bc7, \u0b8e\u0b99\u0bcd\u0b95\u0bb3\u0bbf\u0ba9\u0bcd \u0b9a\u0bbf\u0bb2 \u0baa\u0b9f\u0bc8\u0baa\u0bcd\u0baa\u0bc1\u0b95\u0bb3\u0bc1\u0bae\u0bcd \u0b87\u0bb1\u0bc1\u0ba4\u0bbf \u0bae\u0bc1\u0b9f\u0bbf\u0bb5\u0bc1\u0b95\u0bb3\u0bc1\u0bae\u0bcd \u0b95\u0bca\u0b9f\u0bc1\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f\u0bc1\u0bb3\u0bcd\u0bb3\u0ba4\u0bc1.<\/p>\n\n\n\n<p><strong>\u0b95\u0bb2\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc8:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/stage.embibe.com\/in-ta\/wp-content\/uploads\/2022\/04\/Tamil_30.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u0baa\u0b9f\u0bae\u0bcd 3: \u0ba4\u0bc7\u0bb0\u0bcd\u0bb5\u0bc1 \u0b9a\u0bc6\u0baf\u0bcd\u0baf\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0baa\u0bc7\u0bb0\u0bbe\u0b95\u0bbf\u0bb0\u0bbe\u0baa\u0bcd(\u0baa\u0ba4\u0bcd\u0ba4\u0bbf) \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0b95\u0bc1\u0bb1\u0bbf\u0baa\u0bcd\u0baa\u0bbf\u0b9f\u0bcd\u0b9f\u0bc1\u0bb3\u0bcd\u0bb3 ADPE \u0b85\u0ba4\u0bbe\u0bb5\u0ba4\u0bc1 \u0b95\u0bb1\u0bcd\u0bb1\u0bb2\u0bcd \u0b9a\u0bbe\u0bb0\u0bcd\u0ba8\u0bcd\u0ba4 \u0bb5\u0bbe\u0bb0\u0bcd\u0ba4\u0bcd\u0ba4\u0bc8\u0b95\u0bb3\u0bcd.<\/p>\n\n\n\n<p><strong>\u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bcd:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/stage.embibe.com\/in-ta\/wp-content\/uploads\/2022\/04\/Tamil_451-970x483-1.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u0baa\u0b9f\u0bae\u0bcd 4: \u0ba4\u0bc7\u0bb0\u0bcd\u0bb5\u0bc1\u0b9a\u0bc6\u0baf\u0bcd\u0baf\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0baa\u0ba4\u0bcd\u0ba4\u0bbf\u0baf\u0bbf\u0bb2\u0bbf\u0bb0\u0bc1\u0ba8\u0bcd\u0ba4\u0bc1 QG \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0baf\u0bbf\u0ba9\u0bbe\u0bb2\u0bcd \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bcd<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u0baa\u0bb0\u0bbf\u0ba8\u0bcd\u0ba4\u0bc1\u0bb0\u0bc8\u0b95\u0bb3\u0bcd&nbsp;<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/arxiv.org\/abs\/2104.08145\">[1] Faldu, Keyur, Amit Sheth, Prashant Kikani, and Hemang Akabari. &#8220;KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding.&#8221; <em>arXiv preprint arXiv:2104.08145<\/em> (2021).<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/arxiv.org\/abs\/1910.10683\">[2] Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, Peter J. Liu. \u201cExploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer\u201d<\/a><\/p>\n\n\n\n<p>[3] Desai, Nishit, Keyur Faldu, Achint Thomas, and Aditi Avasthi. &#8220;System and method for generating an assessment paper and measuring the quality thereof.&#8221; U.S. Patent Application 16\/684,434, filed October 1, 2020.<\/p>\n\n\n\n<p>[4] &#8220;Autogeneration of Diagnostic Test and Their Quality Evaluation &#8211; EDM:2020&#8221;, EDM 2020 presentation, Jul 2020,<a href=\"https:\/\/www.youtube.com\/watch?v=7wZz0ckqWFs\"> https:\/\/www.youtube.com\/watch?v=7wZz0ckqWFs<\/a><\/p>\n\n\n\n<p>[5] Thomas, Achint, Keyur Faldu, and Aditi Avasthi. &#8220;System and method for personalized retrieval of academic content in a hierarchical manner.&#8221; U.S. Patent Application 16\/740,223, filed October 1, 2020.<\/p>\n\n\n\n<p>[6] Faldu, Keyur, Achint Thomas, and Aditi Avasthi. &#8220;System and method for recommending personalized content using contextualized knowledge base.&#8221; U.S. Patent Application 16\/586,512, filed October 1, 2020.<\/p>\n","protected":false},"featured_media":0,"template":"","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.1 - 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