{"id":268,"date":"2015-11-01T15:39:51","date_gmt":"2015-11-01T12:39:51","guid":{"rendered":"http:\/\/sakhar.co\/ar\/?p=268"},"modified":"2018-10-14T04:11:08","modified_gmt":"2018-10-14T04:11:08","slug":"%d9%85%d8%b9%d8%a7%d9%84%d8%ac%d8%a9-%d8%a7%d9%84%d9%84%d8%ba%d8%a7%d8%aa-%d8%a7%d9%84%d8%b7%d8%a8%d9%8a%d8%b9%d9%8a%d8%a9-nlp","status":"publish","type":"post","link":"http:\/\/sakhar.co\/?p=268&lang=ar","title":{"rendered":"\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 NLP"},"content":{"rendered":"<p><strong>\u0645\u0644\u0627\u062d\u0638\u0629: \u00a0<\/strong>\u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u0644\u0627 \u062a\u0639\u062a\u0628\u0631 \u0645\u0635\u062f\u0631\u0627 \u0645\u0648\u062b\u0648\u0642\u0627 \u0643\u0645\u0631\u062c\u0639 \u0639\u0644\u0645\u064a\u060c \u0648\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0627\u0644\u0643\u0627\u062a\u0628 \u0645\u062a\u062e\u0635\u0635\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0641\u0647\u064a \u0644\u0645 \u062a\u062e\u0636\u0639 \u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0648\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0641\u062d\u0635 \u0627\u0644\u0639\u0644\u0645\u064a \u0627\u0644\u0645\u062a\u0628\u0639\u0629 \u0641\u064a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u060c \u0648\u0644\u0643\u0646 \u0627\u0644\u0647\u062f\u0641 \u0645\u0646 \u0643\u062a\u0627\u0628\u062a\u0647\u0627\u00a0\u0647\u0648 \u0645\u062c\u0631\u062f \u0625\u0639\u0637\u0627\u0621 \u0646\u0628\u0630\u0629 \u0639\u0627\u0645\u0629 \u0639\u0646 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0644\u0630\u0644\u0643 \u0642\u062f \u062a\u0643\u0648\u0646 \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0648\u0627\u0631\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u063a\u064a\u0631 \u062f\u0642\u064a\u0642\u0629\u060c \u0648\u0645\u0639\u00a0\u0630\u0644\u0643\u060c \u064a\u0631\u062c\u0649 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u0641\u064a \u062d\u0627\u0644\u0629 \u0627\u0644\u0625\u0633\u062a\u0634\u0647\u0627\u062f \u0628\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0646\u0647\u0627.<\/p>\n<p>\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u062a\u062c\u062f \u0646\u0628\u0630\u0629 \u0639\u0627\u0645\u0629 \u0639\u0646 \u062a\u062e\u0635\u0635\u064a \u0627\u0644\u0641\u0631\u0639\u064a &#8220;\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 Natural Language Processing&#8221;. \u062a\u0628\u062f\u0623 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u0628\u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0641\u0631\u0642\u0647\u0627 \u0639\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u0628\u0646\u064a\u0629\u060c \u062b\u0645 \u0634\u0631\u062d\u00a0\u0639\u0646 \u0627\u0644\u0625\u0634\u062a\u0631\u0627\u0643 \u0623\u0648 \u0627\u0644\u063a\u0645\u0648\u0636 \u0627\u0644\u0644\u063a\u0648\u064a \u0648\u0627\u0644\u0630\u064a \u064a\u0639\u062f \u062e\u0627\u0635\u0629 \u0645\u0644\u0627\u0632\u0645\u0629\u00a0\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u0628\u0639\u062f \u0630\u0644\u0643 \u0634\u0631\u062d \u0645\u0648\u062c\u0632 \u0639\u0646\u00a0\u0645\u062c\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0641\u0631\u0648\u0639\u0647\u060c \u0648\u0645\u0646 \u062b\u0645 \u0628\u0639\u0636 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0630\u0627\u062a \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u0645\u062c\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a\u0647\u0627.<\/p>\n<p><!--more--><\/p>\n<h1><strong>\u0645\u0627 \u0647\u064a\u00a0\u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u061f<\/strong><\/h1>\n<p>&#8220;\u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629&#8221; Natural Languages \u0645\u0635\u0637\u0644\u062d \u064a\u0637\u0644\u0642 \u0639\u0644\u0649 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0634\u0631\u064a\u0629 &#8220;\u0627\u0644\u0633\u0627\u0626\u062f\u0629&#8221; \u0645\u062b\u0644 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0648\u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0648\u0627\u0644\u0641\u0631\u0646\u0633\u064a\u0629 \u0648\u063a\u064a\u0631\u0647\u0627\u060c \u0648\u0648\u062c\u0648\u062f \u0643\u0644\u0645\u0629 &#8220;\u0637\u0628\u064a\u0639\u064a\u0629&#8221; \u0641\u064a \u0627\u0644\u0645\u0635\u0637\u0644\u062d \u064a\u062d\u062a\u0645 \u0648\u062c\u0648\u062f \u0644\u063a\u0627\u062a \u0623\u062e\u0631\u0649 \u0644\u064a\u0633\u062a \u0637\u0628\u064a\u0639\u064a\u0629. \u0641\u0633\u0645\u0649 \u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u0623\u0646\u0647\u0627 \u0646\u0627\u062a\u062c\u0629 \u0639\u0646 \u062a\u0637\u0648\u0631 \u0637\u0628\u064a\u0639\u064a\u060c \u0623\u064a \u0628\u062f\u0648\u0646 \u0648\u062c\u0648\u062f \u062a\u062e\u0637\u064a\u0637 \u0648\u0627\u0639\u064d \u0644\u0648\u0636\u0639 \u0642\u0648\u0627\u0639\u062f\u0647\u0627 \u0648\u0645\u0635\u0637\u0644\u062d\u0627\u062a\u0647\u0627 \u0648\u062a\u0631\u0643\u064a\u0628\u0647\u0627 \u0627\u0644\u0635\u0648\u062a\u064a \u0648\u063a\u064a\u0631\u0647\u060c \u0641\u0645\u062b\u0644\u0627 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u062a\u0637\u0648\u0631\u062a \u0639\u0628\u0631 \u0627\u0644\u0633\u0646\u064a\u0646 \u0628\u062f\u0648\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0647\u0646\u0627\u0643 \u062a\u062e\u0637\u064a\u0637 \u0644\u0644\u0643\u0644\u0645\u0627\u062a \u0641\u064a\u0647\u0627 \u0648\u0644\u0627 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0648\u0644\u0627 \u063a\u064a\u0631\u0647\u0627\u060c \u0643\u0630\u0644\u0643\u00a0\u0627\u0644\u0644\u0647\u062c\u0627\u062a \u0648\u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0641\u0631\u0639\u064a\u0629 \u0644\u0647\u0627 \u062a\u062a\u0637\u0648\u0631 \u0639\u0628\u0631 \u0627\u0644\u0633\u0646\u064a\u0646 \u0628\u062f\u0648\u0646 \u062a\u062e\u0637\u064a\u0637 \u0648\u0627\u0639\u064d \u0644\u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0643\u0648\u0646 \u0625\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0642\u0648\u0627\u0639\u062f (\u0627\u0644\u0646\u062d\u0648) \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0628\u0639\u062f \u0623\u0646 \u062a\u0643\u0648\u0646 \u0645\u0648\u062c\u0648\u062f\u0629 \u0648\u0644\u064a\u0633 \u0627\u0644\u0639\u0643\u0633.<\/p>\n<p>\u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u0628\u0646\u064a\u0629\u00a0Constructed Languages \u0623\u0648 \u0627\u0644\u0645\u062e\u0637\u0637\u0629 Planned \u0623\u0648 \u0627\u0644\u0625\u0635\u0637\u0646\u0627\u0639\u064a\u0629 Artificial \u0623\u0648 \u0627\u0644\u0645\u062e\u062a\u0631\u0639\u0629 Invented\u060c \u062a\u0648\u0636\u0639 \u0645\u0635\u0637\u0644\u062d\u0627\u062a\u0647\u0627 \u0648\u0642\u0648\u0627\u0639\u062f\u0647\u0627 \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0642\u0628\u0644 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0644\u063a\u0629 \u0645\u0648\u062c\u0648\u062f\u0629 \u0648\u0645\u062a\u062f\u0627\u0648\u0644\u0629 \u0628\u064a\u0646 \u0627\u0644\u0646\u0627\u0633\u060c \u0648\u0644\u0639\u0644 \u0623\u0634\u0647\u0631 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u064a\u0647\u0627 \u0647\u064a \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u062b\u0644 Java \u0648 Python \u0648\u063a\u064a\u0631\u0647\u0627. \u0645\u0639 \u0627\u0644\u0639\u0644\u0645\u00a0\u0623\u0646\u0647 \u062a\u0648\u062c\u062f \u0644\u063a\u0627\u062a \u0645\u0628\u0646\u064a\u0629 \u0645\u0648\u062c\u0647\u0629 \u0644\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0628\u0634\u0631\u064a \u0644\u0623\u0647\u062f\u0627\u0641 \u0645\u062e\u062a\u0644\u0641\u0629! \u0644\u0639\u0644 \u0645\u0646 \u0623\u0634\u0647\u0631\u0647\u0627 \u0644\u063a\u0629 \u0644\u0648\u062c\u0628\u0627\u0646 \u0627\u0644\u062a\u064a \u064a\u0639\u062a\u0628\u0631\u0647\u0627 \u0627\u0644\u0628\u0639\u0636 \u0644\u063a\u0629 \u0645\u062e\u062a\u0631\u0639\u0629 \u0645\u062a\u0643\u0627\u0645\u0644\u0629 [1]\u060c \u0648\u062a\u0647\u062f\u0641 \u0644\u063a\u0629 \u0644\u0648\u062c\u0628\u0627\u0646 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0628\u064a\u0646 \u0627\u0644\u0628\u0634\u0631 \u062d\u064a\u062b \u0623\u0646\u0647\u0627 \u062e\u0627\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u0625\u0634\u062a\u0631\u0627\u0643 (\u0627\u0644\u063a\u0645\u0648\u0636 \u0623\u0648 \u0627\u0644\u0625\u0644\u062a\u0628\u0627\u0633) \u0627\u0644\u0644\u063a\u0648\u064a Ambiguity \u0648\u0627\u0644\u0630\u064a \u0646\u062a\u062d\u062f\u062b \u0639\u0646\u0647 \u0641\u064a \u0627\u0644\u0641\u0642\u0631\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629.<\/p>\n<h3><strong>\u0627\u0644\u0625\u0634\u062a\u0631\u0627\u0643 (\u0627\u0644\u063a\u0645\u0648\u0636) \u0627\u0644\u0644\u063a\u0648\u064a Ambiguity:<\/strong><\/h3>\n<p>\u0627\u0644\u0625\u0634\u062a\u0631\u0627\u0643 \u0627\u0644\u0644\u063a\u0648\u064a\u060c \u0623\u0648 \u0627\u0644\u0625\u0644\u062a\u0628\u0627\u0633\u060c \u0623\u0648 \u0627\u0644\u063a\u0645\u0648\u0636 (\u0643\u062a\u0631\u062c\u0645\u0629 \u062d\u0631\u0641\u064a\u0629 \u0644\u0645\u0635\u0637\u0644\u062d Ambiguity) \u064a\u0637\u0644\u0642 \u0639\u0644\u0649 \u062d\u0627\u0644\u0629 \u0639\u062f\u0645 \u0627\u0644\u0648\u0636\u0648\u062d \u0641\u064a \u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0645\u0631\u0627\u062f \u0644\u063a\u0648\u064a\u0627\u060c \u0648\u064a\u0642\u0633\u0645 \u0639\u0644\u0649 \u0639\u062f\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a: \u0625\u0634\u062a\u0631\u0627\u0643 \u0644\u0641\u0638\u064a \u0623\u0648 \u0635\u0631\u0641\u064a (Lexical)\u060c \u0625\u0634\u062a\u0631\u0627\u0643 \u0646\u062d\u0648\u064a (Syntactic)\u060c \u0648\u0625\u0634\u062a\u0631\u0627\u0643 \u0645\u0639\u0646\u0648\u064a (Semantic)\u060c \u0648\u0623\u0647\u0645 \u0645\u0627 \u064a\u0645\u064a\u0632 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u0628\u0646\u064a\u0629 \u0639\u0646 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0623\u0646\u0647\u0627 \u063a\u0627\u0644\u0628\u0627 \u062a\u0643\u0648\u0646 \u062e\u0627\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u0625\u0634\u062a\u0631\u0627\u0643 \u0627\u0644\u0644\u063a\u0648\u064a \u0628\u0639\u0643\u0633 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u062e\u0644\u0648 \u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u0646\u0647 \u0646\u062a\u064a\u062c\u0629 \u0644\u062a\u0639\u0642\u064a\u062f\u0647\u0627 \u0648\u062a\u0637\u0648\u0631\u0647\u0627 \u0627\u0644\u0637\u0628\u064a\u0639\u064a \u0627\u0644\u0630\u064a \u064a\u062d\u062a\u0645 \u0648\u062c\u0648\u062f \u0627\u0644\u0625\u0644\u062a\u0628\u0627\u0633 \u0641\u064a\u0647\u0627.<\/p>\n<p><strong>\u0627\u0644\u0625\u0634\u062a\u0631\u0627\u0643 \u0627\u0644\u0644\u0641\u0638\u064a<\/strong>\u00a0<strong>Lexical Ambiguity\u00a0<\/strong>\u064a\u0643\u0648\u0646 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0643\u0644\u0645\u0629 \u0645\u0646\u0641\u0631\u062f\u0629\u00a0\u0628\u063a\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u0627\u0644\u0633\u064a\u0627\u0642 \u0623\u0648 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u0638\u0647\u0631 \u0641\u064a\u0647\u0627\u060c \u0641\u0645\u062b\u0644\u0627 \u0643\u0644\u0645\u0629 \u0639\u064a\u0646 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u062a\u062d\u0645\u0644 \u0645\u0639\u0627\u0646\u064d \u0643\u062b\u064a\u0631\u0629 \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0641\u0645\u062b\u0644\u0627 &#8220;\u0639\u064a\u0646 \u0627\u0644\u0634\u064a\u0621&#8221; \u062a\u0639\u0646\u064a \u0646\u0641\u0633 \u0627\u0644\u0634\u064a\u0621 \u0623\u0648 \u0630\u0627\u062a\u0647\u060c \u0648 &#8220;\u0639\u064a\u0646 \u062c\u0627\u0631\u064a\u0629&#8221; \u064a\u0642\u0635\u062f \u0628\u0647\u0627 \u064a\u0646\u0628\u0648\u0639 \u0643\u0645\u0635\u062f\u0631 \u0644\u0644\u0645\u064a\u0627\u0647\u060c \u0648 &#8220;\u0639\u064a\u0646 \u0633\u0627\u0647\u0631\u0629&#8221; \u064a\u0634\u0627\u0631 \u0628\u0647\u0627 \u063a\u0627\u0644\u0628\u064b\u0627 \u0625\u0644\u0649 \u0645\u0646 \u064a\u0647\u062a\u0645 \u0628\u0623\u0645\u0648\u0631 \u0627\u0644\u0646\u0627\u0633 \u0627\u0644\u0639\u0627\u0645\u0629 \u0645\u062b\u0644 \u0631\u062c\u0627\u0644 \u0627\u0644\u0623\u0645\u0646 \u0648\u063a\u064a\u0631\u0647\u0645. \u0623\u064a\u0636\u0627 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0645\u062b\u0644\u0627 \u0643\u0644\u0645\u0629 bar \u0644\u0647\u0627 \u0645\u0639\u0627\u0646\u064d \u0639\u062f\u064a\u062f\u0629\u060c \u0641\u0642\u062f \u062a\u0639\u0646\u064a \u0627\u0644\u0637\u0627\u0648\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u0643\u0648\u0646 \u00a0\u062c\u0632\u0621 \u0645\u0646 \u0627\u0644\u0645\u0637\u0628\u062e \u0623\u0648 \u063a\u064a\u0631\u0647\u060c \u0648\u0642\u062f \u062a\u0639\u0646\u064a \u0627\u0644\u0645\u0643\u0627\u0646 \u0627\u0644\u0630\u064a \u064a\u0642\u062f\u0645 \u0627\u0644\u0645\u0634\u0631\u0648\u0628\u0627\u062a \u0627\u0644\u0643\u062d\u0648\u0644\u064a\u0629 (\u062d\u0627\u0646\u0629)\u060c \u0623\u064a\u0636\u0627 \u0641\u064a \u0633\u064a\u0627\u0642 \u0622\u062e\u0631 \u0642\u062f \u062a\u0639\u0646\u064a \u0642\u0637\u0639\u0629 \u0634\u0648\u0643\u0648\u0644\u0627\u062a\u0647 choclate bar\u060c \u0643\u0630\u0644\u0643\u00a0\u0644\u0647\u0627 \u0645\u0639\u0646\u0649 \u0622\u062e\u0631 \u0648\u0647\u0648 \u0625\u062e\u062a\u0628\u0627\u0631 \u0646\u0642\u0627\u0628\u0629 \u0627\u0644\u0645\u062d\u0627\u0645\u064a\u0646 bar exam\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0645\u0639\u0646\u0649 \u0622\u062e\u0631 \u0648\u0647\u0648 \u0648\u062d\u062f\u0629 \u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u0632\u0645\u0646 \u0641\u064a \u0627\u0644\u0645\u0648\u0633\u064a\u0642\u0649 (\u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0646\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u0648\u0633\u064a\u0642\u064a\u0629). \u0648 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0625\u0634\u062a\u0631\u0627\u0643\u060c \u064a\u0643\u0648\u0646 \u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0645\u0631\u0627\u062f \u0645\u0646 \u0627\u0644\u0643\u0644\u0645\u0629 \u0623\u0633\u0647\u0644\u060c\u00a0\u062d\u064a\u062b \u0623\u0646\u0647 \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0648\u0635\u0644 \u0625\u0644\u0649\u00a0\u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0645\u0642\u0635\u0648\u062f \u0645\u0646 \u0627\u0644\u0643\u0644\u0645\u0629 \u0627\u0644\u062a\u064a \u0641\u064a\u0647\u0627 \u0625\u0644\u062a\u0628\u0627\u0633 \u0645\u0646 \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u062a\u064a \u062a\u0638\u0647\u0631 \u0641\u064a\u0647\u060c \u0641\u0639\u0646\u062f\u0645\u0627 \u062a\u0638\u0647\u0631 \u0643\u0644\u0645\u0629 &#8220;\u0639\u064a\u0646&#8221; \u0641\u064a \u062c\u0645\u0644\u0629 \u0645\u062b\u0644 &#8220;\u0634\u0631\u0628\u062a\u064f \u0645\u0646 \u0639\u064a\u0646 \u0625\u064a\u0641\u064a\u0627\u0646&#8221; \u00a0\u064a\u0641\u0647\u0645 \u0623\u0646 \u0639\u064a\u0646 \u0647\u0646\u0627 \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0639\u064a\u0646 \u0645\u0627\u0621 \u0648\u0644\u064a\u0633 \u0625\u0644\u0649 \u0639\u064a\u0646 \u0643\u0639\u0636\u0648 \u0641\u064a \u062c\u0633\u0645 \u0627\u0644\u0625\u0646\u0633\u0627\u0646\u060c \u0641\u0643\u0644\u0645\u0629 &#8220;\u0634\u0631\u0628\u062a&#8221; \u062a\u062f\u0644 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0639\u064a\u0646 \u0645\u0627\u0621 \u064a\u0645\u0643\u0646 \u0627\u0644\u0634\u0631\u0628 \u0645\u0646\u0647\u0627\u060c \u0623\u064a\u0636\u0627 \u0639\u0646\u062f\u0645\u0627 \u0646\u0639\u0644\u0645 \u0623\u0646 \u0643\u0644\u0645\u0629 \u0625\u064a\u0641\u064a\u0627\u0646 \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0645\u062f\u064a\u0646\u0629 \u0641\u0631\u0646\u0633\u064a\u0629 \u0648\u0644\u064a\u0633 \u0625\u0644\u0649 \u0625\u0645\u0631\u0623\u0629 \u0628\u062d\u064a\u062b \u064a\u0634\u0631\u0628 \u0634\u062e\u0635 \u0645\u0646 \u062f\u0645\u0648\u0639\u0647\u0627 (\u0644\u0648 \u0625\u0641\u062a\u0631\u0636\u0646\u0627 \u0623\u0646 \u0623\u062d\u062f\u064b\u0627 \u064a\u0634\u0631\u0628 \u0627\u0644\u062f\u0645\u0648\u0639!)\u060c \u0641\u0647\u0630\u0627 \u064a\u0648\u0636\u062d \u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0645\u0631\u0627\u062f \u0645\u0646 \u0643\u0644\u0645\u0629 &#8220;\u0639\u064a\u0646&#8221; \u0628\u062f\u0648\u0646 \u0648\u062c\u0648\u062f \u0625\u0644\u062a\u0628\u0627\u0633\u060c \u0648\u0623\u062d\u062f \u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0630\u0627\u062a \u0627\u0644\u0639\u0644\u0627\u0642\u0629\u00a0\u0628\u0645\u062c\u0627\u0644 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0647\u0648 \u0641\u0643 \u0625\u0644\u062a\u0628\u0627\u0633\u00a0\u0645\u0639\u0646\u0649 \u0627\u0644\u0643\u0644\u0645\u0627\u062a <strong>Word Sense Disambiguation WSD<\/strong>.<\/p>\n<p><b>\u0627\u0644\u0625\u0634\u062a\u0631\u0627\u0643 \u0627\u0644\u0646\u062d\u0648\u064a Syntactic Ambiguity\u00a0<\/b>\u00a0\u0648\u064a\u0642\u0635\u062f \u0628\u0647\u00a0\u0648\u062c\u0648\u062f \u0623\u0643\u062b\u0631 \u0645\u0646 \u062a\u062d\u0644\u064a\u0644 (\u0625\u0639\u0631\u0627\u0628) \u0645\u062d\u062a\u0645\u0644 \u0644\u062c\u0645\u0644\u0629 \u0645\u0639\u064a\u0646\u0629\u060c \u0648\u0642\u062f \u064a\u0643\u0648\u0646 \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0625\u0644\u062a\u0628\u0627\u0633 \u0623\u0642\u0644 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0645\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0645\u062b\u0644 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0648\u0630\u0644\u0643 \u0628\u0633\u0628\u0628 \u0627\u0644\u062e\u0635\u0627\u0626\u0635\u00a0\u0627\u0644\u0646\u062d\u0648\u064a\u0629 \u0644\u0644\u063a\u0629\u060c \u0648\u0644\u0643\u0646\u00a0\u064a\u0638\u0644 \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0625\u0634\u062a\u0631\u0627\u0643 \u0627\u0644\u0644\u063a\u0648\u064a \u0645\u0648\u062c\u0648\u062f\u064b\u0627 \u0648\u0644\u0648 \u0628\u0634\u0643\u0644 \u0642\u0644\u064a\u0644 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u062e\u0627\u0635\u0629 \u0641\u064a \u0627\u0644\u0643\u0644\u0627\u0645 \u0627\u0644\u0645\u0643\u062a\u0648\u0628 \u0648 \u0627\u0644\u063a\u064a\u0631 \u0645\u0634\u0643\u0644. \u0645\u062b\u0644\u0627 \u062c\u0645\u0644\u0629 &#8220;\u0642\u0644\u062a \u0623\u0646\u0643 \u0628\u062e\u064a\u0631&#8221; \u0644\u0647\u0627 \u0625\u0639\u0631\u0627\u0628\u064a\u0646 \u0645\u062e\u062a\u0644\u0641\u064a\u0646\u00a0\u0641\u064a \u062d\u0627\u0644\u0629 \u0639\u062f\u0645 \u0627\u0644\u062a\u0634\u0643\u064a\u0644\u060c\u00a0\u0627\u0644\u0623\u0648\u0644 \u0623\u0646 \u0627\u0644\u0641\u0627\u0639\u0644 (\u0627\u0644\u0645\u0633\u062a\u062a\u0631) \u0641\u064a &#8220;\u0642\u0644\u062a&#8221; \u0647\u0648 \u0627\u0644\u0645\u062a\u062d\u062f\u062b (\u0627\u0644\u0634\u062e\u0635 \u0627\u0644\u0623\u0648\u0644) \u0641\u064a\u0643\u0648\u0646 \u0622\u062e\u0631 \u0627\u0644\u0641\u0639\u0644 \u0645\u0636\u0645\u0648\u0645\u064b\u0627 &#8220;\u0642\u0644\u062a\u064f&#8221; \u0641\u064a\u0643\u0648\u0646 \u0627\u0644\u0645\u0639\u0646\u0649 &#8220;\u0623\u0646\u0627 \u0642\u0644\u062a\u064f \u0623\u0646\u0643 \u0628\u062e\u064a\u0631&#8221;\u060c \u0628\u064a\u0646\u0645\u0627 \u0627\u0644\u0625\u0639\u0631\u0627\u0628\u00a0\u0627\u0644\u062b\u0627\u0646\u064a \u0647\u0648 \u0623\u0646 \u0627\u0644\u0641\u0627\u0639\u0644 \u0647\u0648 \u0627\u0644\u0634\u062e\u0635 \u0627\u0644\u0645\u062e\u0627\u0637\u064e\u0628 \u0641\u064a\u0643\u0648\u0646 \u0627\u0644\u0645\u0639\u0646\u0649 &#8220;\u0623\u0646\u062a \u0642\u0644\u062a\u064e \u0623\u0646\u0643 \u0628\u062e\u064a\u0631&#8221;\u060c \u0623\u064a\u0636\u0627 \u0647\u0646\u0627\u0643 \u062d\u0627\u0644\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u062d\u062a\u0649 \u0641\u064a \u062d\u0627\u0644\u0629 \u062a\u0634\u0643\u064a\u0644 \u064a\u0638\u0644 \u0641\u064a\u0647\u0627 \u0625\u0644\u062a\u0628\u0627\u0633 \u0646\u062d\u0648\u064a\u060c \u0641\u0645\u062b\u0644\u0627 \u0639\u0646\u062f\u0645\u0627 \u062a\u0644\u062d\u0642 \u0627\u0644\u0635\u0641\u0629 \u0645\u0636\u0627\u0641 \u0645\u062c\u0631\u0648\u0631 \u0648\u0645\u0636\u0627\u0641 \u0625\u0644\u064a\u0647 \u0643\u0645\u0627 \u0641\u064a \u062c\u0645\u0644\u0629 &#8220;\u0630\u0647\u0628\u062a\u064f \u0625\u0644\u0649\u00a0\u0628\u064a\u062a\u0650 \u0635\u062f\u064a\u0642\u064d \u0648\u0627\u0633\u0639\u064d&#8221; \u00a0\u0641\u0647\u0646\u0627 &#8220;\u0628\u064a\u062a &#8220;\u0645\u0636\u0627\u0641 \u0645\u062c\u0631\u0648\u0631 \u0628\u0633\u0628\u0628 \u0648\u062c\u0648\u062f \u062d\u0631\u0641 \u062c\u0631 \u0642\u0628\u0644\u0647 &#8220;\u0625\u0644\u0649&#8221; \u0648 &#8220;\u0635\u062f\u064a\u0642&#8221; \u0645\u062c\u0631\u0648\u0631 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629\u060c \u0648 &#8220;\u0648\u0627\u0633\u0639\u064d&#8221; \u0647\u064a \u0635\u0641\u0629 (\u0648\u0627\u0644\u0635\u0641\u0629 \u062f\u0627\u0626\u0645\u0627 \u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u0648\u0635\u0648\u0641 \u0625\u0639\u0631\u0627\u0628\u064a\u0627) \u0648\u0647\u0646\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u0625\u0634\u0643\u0627\u0644\u060c \u0641\u0643\u0644 \u0645\u0646 &#8220;\u0628\u064a\u062a&#8221; \u0648 &#8220;\u0635\u062f\u064a\u0642&#8221; \u0645\u062c\u0631\u0648\u0631\u064a\u0646\u060c \u0641\u0644\u0627 \u064a\u0645\u0643\u0646 \u0645\u0639\u0631\u0641\u0629 \u0647\u0644 \u0635\u0641\u0629 &#8220;\u0648\u0627\u0633\u0639&#8221; \u062a\u0639\u0648\u062f \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u062a\u00a0\u0623\u0645 \u0625\u0644\u0649\u00a0\u0627\u0644\u0635\u062f\u064a\u0642\u060c \u0648\u0644\u0643\u0646 \u064a\u0645\u0643\u0646 \u0644\u0644\u0625\u0646\u0633\u0627\u0646 \u0627\u0644\u0630\u064a \u0644\u062f\u064a\u0647 \u062e\u0644\u0641\u064a\u0629 \u0643\u0627\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0645\u0639\u0631\u0641\u0629 \u0623\u0646 \u0635\u0641\u0629 &#8220;\u0648\u0627\u0633\u0639&#8221; \u0647\u0646\u0627 \u062a\u0639\u0648\u062f \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u062a \u062d\u064a\u062b \u0623\u0646 \u0627\u0644\u0633\u0639\u0629 \u0635\u0641\u0629 \u0644\u0644\u0645\u0643\u0627\u0646 \u0648\u0644\u064a\u0633 \u0644\u0644\u0623\u0634\u062e\u0627\u0635\u060c \u0648\u0644\u0643\u0646 \u0644\u0648 \u0625\u0633\u062a\u0628\u062f\u0644\u0646\u0627 \u0643\u0644\u0645\u0629 \u0648\u0627\u0633\u0639 \u0628\u0643\u0644\u0645\u0629 &#8220;\u0642\u062f\u064a\u0645&#8221; \u0645\u062b\u0644\u0627 \u0647\u0646\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0625\u0634\u0643\u0627\u0644\u064a\u0629 \u0623\u0635\u0639\u0628 \u062d\u062a\u0649 \u0644\u062f\u0649\u00a0\u0627\u0644\u0645\u062a\u062d\u062f\u062b\u064a\u0646 \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629\u060c \u0641\u0642\u062f \u064a\u0643\u0648\u0646 \u0627\u0644\u0645\u0642\u0635\u0648\u062f \u0623\u0646 \u0647\u0630\u0627 \u0627\u0644\u0635\u062f\u064a\u0642 \u064a\u0639\u0631\u0641\u0647 \u0627\u0644\u0645\u062a\u062d\u062f\u062b \u0645\u0646\u0630 \u0632\u0645\u0646 \u0648\u0630\u0647\u0628 \u0625\u0644\u0649 \u0628\u064a\u062a\u0647 (\u0642\u062f \u064a\u0643\u0648\u0646 \u0628\u064a\u062a\u0647 \u062c\u062f\u064a\u062f \u0623\u0648 \u0642\u062f\u064a\u0645)\u060c \u0648\u0623\u064a\u0636\u0627 \u0642\u062f \u064a\u0639\u0646\u064a \u0623\u0646\u0647 \u0627\u0644\u0645\u062a\u062d\u062f\u062b \u0630\u0647\u0628 \u0625\u0644\u0649\u00a0\u0628\u064a\u062a \u0642\u062f\u064a\u0645 \u064a\u0645\u0644\u0643\u0647 \u0635\u062f\u064a\u0642\u0647 (\u0642\u062f \u064a\u0643\u0648\u0646 \u0635\u062f\u064a\u0642\u0647 \u062c\u062f\u064a\u062f \u0623\u0648 \u0642\u062f\u064a\u0645).<\/p>\n<p><strong>\u0627\u0644\u0625\u0634\u062a\u0631\u0627\u0643 \u0627\u0644\u0645\u0639\u0646\u0648\u064a Semantic Ambiguity\u00a0<\/strong>\u062d\u062a\u0649 \u0644\u0648 \u0643\u0627\u0646 \u0625\u0639\u0631\u0627\u0628 \u0627\u0644\u062c\u0645\u0644\u0629 \u0648\u0627\u0636\u062d\u064b\u0627\u060c \u0648\u0623\u064a\u0636\u0627 \u0644\u0627 \u064a\u0648\u062c\u062f \u0625\u0644\u062a\u0628\u0627\u0633 \u0641\u064a \u0645\u0639\u0646\u0649 \u0627\u0644\u0643\u0644\u0645\u0627\u062a\u060c \u0623\u062d\u064a\u0627\u0646\u064b\u0627 \u064a\u0643\u0648\u0646 \u0645\u0639\u0646\u0649 \u0627\u0644\u062c\u0645\u0644\u0629 \u063a\u064a\u0631 \u0648\u0627\u0636\u062d \u062a\u0645\u0627\u0645\u064b\u0627 \u0641\u0645\u062b\u0644\u0627 \u062c\u0645\u0644\u0629 &#8220;\u0642\u0627\u0628\u0644\u062a\u064f \u0632\u0645\u064a\u0644\u0627 \u0641\u064a \u0627\u0644\u0639\u0645\u0644&#8221; \u062a\u062d\u062a\u0645\u0644 \u0645\u0639\u0646\u064a\u064a\u0646\u060c \u0627\u0644\u0623\u0648\u0644 \u0623\u0646 \u0627\u0644\u0645\u062a\u062d\u062f\u062b \u0642\u0627\u0628\u0644 \u0634\u062e\u0635 \u064a\u0639\u0645\u0644 \u0645\u0639\u0647 \u0641\u064a \u0646\u0641\u0633 \u0627\u0644\u062c\u0647\u0629 \u0641\u064a \u0645\u0643\u0627\u0646 \u0645\u0627\u00a0(\u0642\u062f \u064a\u0643\u0648\u0646 \u0645\u0637\u0639\u0645 \u0623\u0648 \u0643\u0627\u0641\u064a \u0623\u0648 \u063a\u064a\u0631\u0647) \u0648\u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0622\u062e\u0631 \u0623\u0646\u0647 \u0642\u0627\u0628\u0644 \u0632\u0645\u064a\u0644\u0627 \u0644\u064a\u0633 \u0628\u0627\u0644\u0636\u0631\u0648\u0631\u0629 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0645\u0639\u0647 \u0641\u064a \u0646\u0641\u0633 \u0639\u0645\u0644\u0647 \u0641\u0642\u062f \u064a\u0643\u0648\u0646 \u0632\u0645\u064a\u0644 \u062f\u0631\u0627\u0633\u0629 \u0645\u062b\u0644\u0627\u060c \u0648\u0642\u0627\u0628\u0644\u0647 \u0641\u064a \u0645\u0643\u0627\u0646 \u0639\u0645\u0644\u0647. \u0623\u064a\u0636\u0627 \u062a\u0638\u0647\u0631 \u0647\u0630\u0647 \u0627\u0644\u0625\u0634\u0643\u0627\u0644\u064a\u0629 \u0643\u062b\u064a\u0631\u0627 \u0641\u064a \u0627\u0644\u0625\u0633\u062a\u0639\u0627\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u062d\u0643\u0645 \u0648\u063a\u064a\u0631\u0647\u0627\u060c \u0645\u062b\u0644\u0627 \u0641\u064a \u062c\u0645\u0644\u0629 &#8220;\u0639\u0635\u0641\u0648\u0631 \u0641\u064a \u0627\u0644\u064a\u062f \u0648\u0644\u0627 \u0639\u0634\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0634\u062c\u0631\u0629&#8221;\u00a0\u0643\u0644\u0645\u0629 \u0639\u0635\u0641\u0648\u0631 \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0627\u0644\u0645\u0643\u0633\u0628 \u0623\u0648 \u0627\u0644\u0631\u0632\u0642 \u0623\u0648 \u063a\u064a\u0631\u0647\u060c \u0648\u0627\u0644\u064a\u062f \u0625\u0644\u0649 \u0627\u0644\u062a\u0645\u0644\u0643\u060c \u0648\u0627\u0644\u0639\u062f\u062f \u0648\u0627\u062d\u062f \u0625\u0644\u0649 \u0627\u0644\u0642\u0644\u0629 \u0648\u0639\u0634\u0631\u0629 \u0625\u0644\u0649 \u0627\u0644\u0643\u062b\u0631\u0629\u060c \u0641\u0645\u0639\u0646\u0649 \u0627\u0644\u062c\u0645\u0644\u0629 \u064a\u0643\u0648\u0646 \u0623\u0646\u00a0\u064a\u062a\u0645\u0644\u0643 \u0627\u0644\u0634\u062e\u0635 \u0648\u0644\u0648 \u0627\u0644\u0642\u0644\u064a\u0644 \u062e\u064a\u0631 \u0645\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0641\u064a \u0628\u064a\u0626\u0629 \u0648\u0627\u0641\u0631\u0629 \u0644\u0645 \u064a\u062a\u0645\u0644\u0643 \u0641\u064a\u0647\u0627 \u0634\u064a\u0621 \u0628\u0639\u062f\u060c \u0648\u0644\u064a\u0633 \u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u062d\u0631\u0641\u064a.<\/p>\n<h1><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 Natural Language Processing NLP<\/strong><\/h1>\n<p>\u0627\u0644\u0645\u0642\u0635\u0648\u062f \u0628\u0627\u0644\u0645\u0635\u0637\u0644\u062d\u00a0\u0647\u0648 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u062d\u0627\u0633\u0628\u0627\u062a\u060c \u0648\u0644\u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u0644\u063a\u0629 \u0639\u0646\u062f \u0627\u0644\u0628\u0634\u0631 \u0641\u0625\u0646 \u0641\u0643\u0631\u0629 \u0645\u0646\u062d \u0627\u0644\u062d\u0627\u0633\u0628\u0627\u062a \u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0645\u0648\u062c\u0648\u062f\u0629 \u0645\u0646\u0630 \u0638\u0647\u0648\u0631 \u0641\u0643\u0631\u0629 \u0627\u0644\u062d\u0627\u0633\u0628\u0627\u062a [2]. \u0648\u064a\u0635\u0646\u0641 \u0645\u062c\u0627\u0644 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u062a\u062d\u062a \u062a\u062e\u0635\u0635 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0628 Computer Science \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0625\u0635\u0637\u0646\u0627\u0639\u064a Artificial Intelligence \u0643\u0645\u0627 \u062a\u0639\u062a\u0628\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0645\u062c\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u0646 \u0623\u0635\u0639\u0628\u0647\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0625\u0635\u0637\u0646\u0627\u0639\u064a AI-complete\u060c \u0623\u064a\u0636\u0627 \u064a\u062a\u0642\u0627\u0637\u0639 \u0645\u062c\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u0639 \u0641\u0631\u0648\u0639 \u0639\u0644\u0645\u064a\u0629 \u0623\u062e\u0631\u0649 \u0645\u062b\u0644 \u0627\u0644\u0644\u0633\u0627\u0646\u064a\u0627\u062a \u0623\u0648 \u0627\u0644\u0644\u063a\u0627\u0648\u064a\u0627\u062a Lingustics \u0648\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062d\u0627\u0633\u0628 \u0648\u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0627\u062a \u062e\u0627\u0635\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0643\u0644\u0627\u0645 \u0627\u0644\u0645\u0646\u0637\u0648\u0642 Speech\u060c \u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0639\u0644\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621.<\/p>\n<h3>\u0645\u0646\u0647\u062c\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 NLP Methods<\/h3>\n<p>\u064a\u0648\u062c\u062f \u0645\u0646\u0647\u062c\u064a\u0646 \u0645\u062a\u0628\u0639\u064a\u0646 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0627\u0644\u0623\u0648\u0644 \u0647\u0648 \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a rule-based method \u0648\u0627\u0644\u0622\u062e\u0631 \u0625\u062d\u0635\u0627\u0626\u064a statistical\u060c \u0641\u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0623\u0648\u0644 \u064a\u0643\u0648\u0646 \u0628\u0648\u0636\u0639 \u0627\u0644\u0642\u0648\u0627\u0646\u064a\u0646 \u0645\u0633\u0628\u0642\u064b\u0627 \u063a\u0627\u0644\u0628\u0627 \u0645\u0646 \u0642\u0628\u0644 \u062e\u0628\u0631\u0627\u0621 \u0644\u063a\u0648\u064a\u064a\u0646\u00a0\u0648\u0645\u0646 \u062b\u0645 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u064a \u062a\u062a\u0639\u0644\u0642 \u0628\u0623\u062d\u062f \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0641\u0642\u0627 \u0644\u062a\u0644\u0643 \u0627\u0644\u0642\u0648\u0627\u0646\u064a\u0646 \u0648\u0644\u0627 \u064a\u062a\u0637\u0644\u0628 \u0630\u0644\u0643 \u062a\u0639\u0644\u0645 \u0622\u0644\u064a (Machine Learning) \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u062d\u0627\u0633\u0628\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0622\u062e\u0631 \u0647\u0648 \u0625\u062d\u0635\u0627\u0626\u064a \u064a\u062a\u0637\u0644\u0628 \u0648\u062c\u0648\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0628\u0637\u0631\u064a\u0642\u0629 \u062a\u062c\u0639\u0644 \u0627\u0644\u062d\u0627\u0633\u0628 \u0642\u0627\u062f\u0631\u064b\u0627 \u0639\u0644\u0649 \u062a\u0639\u0644\u0645 \u0627\u0644\u0642\u0648\u0627\u0646\u064a\u0646 \u0645\u0646\u0647\u0627 \u0628\u062d\u064a\u062b \u0623\u0646 \u064a\u062a\u0645 \u0625\u0639\u062f\u0627\u062f \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0642\u0628\u0644 \u0623\u0634\u062e\u0627\u0635 \u063a\u0627\u0644\u0628\u0627 \u0644\u064a\u0633\u0648\u0627 \u0641\u064a \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0643\u0645\u0627 \u0641\u064a \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0633\u0627\u0628\u0642\u060c \u0648\u062d\u0627\u0644\u064a\u0627 \u0645\u0639\u0638\u0645 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u062d\u064a\u062b \u0623\u0646\u0647 \u0645\u0639 \u0633\u0631\u0639\u0629 \u0627\u0644\u062d\u0627\u0633\u0628\u0627\u062a \u0648\u062a\u0637\u0648\u0631\u0647\u0627 \u0645\u0646\u0630 \u0627\u0644\u062a\u0633\u0639\u064a\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0642\u0631\u0646 \u0627\u0644\u0645\u0627\u0636\u064a\u060c \u0623\u0635\u0628\u062d \u0645\u0646 \u0627\u0644\u0645\u0645\u0643\u0646 \u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0648\u0642\u062a \u0642\u0635\u064a\u0631 \u0646\u0633\u0628\u064a\u0627\u060c \u0641\u0636\u0644\u0627 \u0639\u0646 \u0623\u0646 \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0623\u0648\u0644 \u064a\u062a\u0637\u0644\u0628 \u0648\u062c\u0648\u062f \u062e\u0628\u0631\u0627\u0621 \u0648\u063a\u0627\u0644\u0628\u0627 \u0645\u0627 \u064a\u0643\u0648\u0646\u0648\u0627 \u0645\u0643\u0644\u0641\u064a\u0646 \u0645\u0627\u062f\u064a\u0627 \u0648 \u0648\u0642\u062a\u064a\u0627. \u0648\u0642\u062f \u062a\u0648\u0636\u062d \u0627\u0644\u0641\u0642\u0631\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u0645\u062c\u0627\u0644\u064a\u0646 \u0628\u0634\u0643\u0644 \u0623\u0643\u0628\u0631.<\/p>\n<h3>\u0645\u062c\u0627\u0644\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0641\u0631\u0639\u064a\u0629<\/h3>\n<p>\u064a\u0646\u062f\u0631\u062c \u062a\u062d\u062a \u0645\u062c\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0639\u062f\u0629 \u0641\u0631\u0648\u0639 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0648\u064a\u0645\u0643\u0646 \u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0639\u0644\u0649 \u0639\u062f\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a\u060c \u0645\u0633\u062a\u0648\u0649 \u0635\u0631\u0641\u064a lexical (\u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0643\u0644\u0645\u0629 \u0627\u0644\u0645\u0641\u0631\u062f\u0629)\u060c \u0648\u0645\u0633\u062a\u0648\u0649 \u0646\u062d\u0648\u064a syntax (\u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062c\u0645\u0644\u0629 \u0648\u062a\u0631\u0643\u064a\u0628\u0647\u0627 \u0646\u062d\u0648\u064a\u0627)\u060c \u0648\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0639\u0646\u0649 semantic \u0648\u0647\u0648 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0633\u064a\u0627\u0642 context \u0648\u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u0641\u064a \u0627\u0644\u0644\u063a\u0629.<\/p>\n<h4>\u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0635\u0631\u0641\u064a<\/h4>\n<ul>\n<li><strong>\u062a\u0635\u0646\u064a\u0641 \u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 Part-of-Speech Tagging:<\/strong> \u0648\u064a\u0639\u0646\u064a \u0625\u0633\u062a\u062e\u0631\u0627\u062c \u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u0645\u0646 \u0627\u0644\u0646\u0635 (\u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u0645\u062b\u0644 \u0641\u0639\u0644 \u0645\u0627\u0636\u060c \u0641\u0639\u0644 \u0645\u0636\u0627\u0631\u0639\u060c \u0641\u0639\u0644 \u0623\u0645\u0631\u060c \u0635\u0641\u0629\u060c \u0627\u0633\u0645\u060c \u062d\u0627\u0644 ..\u0625\u0644\u062e)\u060c \u0641\u064a\u062a\u0645 \u062a\u0635\u0646\u064a\u0641 \u0643\u0644 \u0643\u0644\u0645\u0629 \u0641\u064a \u0627\u0644\u0646\u0635 \u0625\u0644\u0649 \u0627\u0644\u0642\u0633\u0645 \u0627\u0644\u0630\u064a \u064a\u0645\u062b\u0644\u0647\u0627\u060c \u0648\u064a\u0639\u062f \u062a\u0635\u0646\u064a\u0641 \u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u0645\u0646 \u0627\u0644\u0623\u0645\u0648\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0631\u064a\u0628\u0627 \u0641\u064a \u0645\u0639\u0638\u0645 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0645\u062c\u0627\u0644\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629. \u0648\u0644\u062a\u0648\u0636\u064a\u062d \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a \u0648\u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u060c \u0641\u0625\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0635\u0646\u064a\u0641 \u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a \u064a\u0635\u0645\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0630\u064a \u064a\u0635\u0646\u0641 \u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0645\u0639\u062f\u0629 \u0645\u0633\u0628\u0642\u0627\u060c \u0641\u0645\u062b\u0644\u0627 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u064a\u0648\u062c\u062f \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0645\u062b\u0644 \u0641\u0639\u0644\u060c \u0623\u0641\u0639\u0644\u060c \u0641\u0627\u0639\u0644\u060c \u0645\u0641\u0639\u0648\u0644\u060c \u0645\u0641\u0627\u0639\u064a\u0644 &#8230; \u0625\u0644\u062e\u060c \u0648\u0639\u0644\u064a\u0647\u0627 \u064a\u0645\u0643\u0646 \u062a\u0635\u0645\u064a\u0645 \u0628\u0631\u0646\u0627\u0645\u062c \u064a\u0637\u0627\u0628\u0642 \u0647\u0630\u0647 \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0645\u0639 \u0643\u0644 \u0643\u0644\u0645\u0629 \u0648\u0645\u0646 \u062b\u0645 \u064a\u062d\u062f\u062f \u0625\u0644\u0649 \u0623\u064a \u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u062a\u0646\u062a\u0645\u064a \u0647\u0630\u0647 \u0627\u0644\u0643\u0644\u0645\u0629\u060c \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644 \u0641\u064a \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u064a\u062a\u0645 \u062a\u0632\u0648\u064a\u062f \u0627\u0644\u062d\u0627\u0633\u0628\u00a0\u0628\u0623\u0645\u062b\u0644\u0629 \u0643\u062b\u064a\u0631\u0629 \u0644\u0643\u0644\u0645\u0627\u062a \u0645\u0648\u0633\u0648\u0645\u0629 \u0628\u0627\u0644\u0642\u0633\u0645 \u0627\u0644\u0630\u064a \u062a\u0646\u062a\u0645\u064a \u0625\u0644\u064a\u0647\u060c \u0648\u0645\u0646 \u062b\u0645 \u064a\u062a\u0639\u0644\u0645 \u0627\u0644\u062d\u0627\u0633\u0628 \u0627\u0644\u0642\u0648\u0627\u0646\u064a\u0646 \u0628\u0646\u0641\u0633\u0647 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0645\u062b\u0644\u0629\u060c \u0641\u0645\u062b\u0644\u0627 \u064a\u0645\u0643\u0646 \u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0645\u0635\u0645\u0645 \u0645\u0633\u0628\u0642\u0627 \u0644\u0647\u0630\u0627 \u0627\u0644\u063a\u0631\u0636: &#8220;\u0623\u0643\u0644\/(\u0641\u0639\u0644 \u0645\u0627\u0636) \u0635\u062e\u0631(\u0627\u0633\u0645 \u0639\u0644\u0645) \u0627\u0644\u063a\u062f\u0627\u0621(\u0627\u0633\u0645 \u0645\u0639\u0631\u0641 \u0628 \u0627\u0644)&#8221;\u060c \u0648\u0645\u0639 \u0643\u062b\u0631 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u064a\u062a\u0639\u0644\u0645 \u0627\u0644\u062d\u0627\u0633\u0628 \u0623\u0646\u0647 \u0645\u062b\u0644\u0627 \u0644\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0644\u062d\u0642 \u0627\u0644\u0641\u0639\u0644 \u0641\u0639\u0644\u0627 \u0622\u062e\u0631 \u0645\u0628\u0627\u0634\u0631\u0629 \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0642\u0648\u0627\u0646\u064a\u0646. \u0648\u0644\u0639\u0644 \u0623\u0634\u0647\u0631 \u0627\u0644\u062e\u0648\u0627\u0632\u0645\u064a\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u062a\u0635\u0646\u064a\u0641 \u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u0647\u064a \u0646\u0645\u0648\u0630\u062c\u00a0\u0645\u0627\u0631\u0643\u0648\u0641 \u0627\u0644\u0645\u062e\u0641\u064a Hidden Markov Model HMM \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0641\u0627\u064a\u062a\u064a\u0631\u0628\u064a Viterbi Algorithm.<\/li>\n<\/ul>\n<h4>\u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u0627\u0644\u0645\u0633\u062a\u0648\u0649\u00a0\u0627\u0644\u0646\u062d\u0648\u064a<\/h4>\n<ul>\n<li><strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0631\u0641\u064a Syntactic Parsing:\u00a0<\/strong>\u0648\u064a\u0639\u0646\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u0645\u0644\u0629 (\u0623\u0648 \u0625\u0639\u0631\u0627\u0628\u0647\u0627) \u0622\u0644\u064a\u0627\u060c \u0641\u0628\u0639\u0643\u0633 \u062a\u0635\u0646\u064a\u0641 \u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u0627\u0644\u0630\u064a \u064a\u062a\u0645 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0643\u0644\u0645\u0629 \u0627\u0644\u0648\u0627\u062d\u062f\u0629\u060c \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0631\u0641\u064a \u064a\u062a\u0645 \u0627\u0644\u0646\u0638\u0631 \u0644\u0644\u062c\u0645\u0644\u0629 \u0643\u0643\u0644 \u0648\u0645\u0646 \u062b\u0645 \u062a\u062d\u0644\u064a\u0644\u0647\u0627 (\u0623\u0648 \u0625\u0639\u0631\u0627\u0628\u0647\u0627)\u060c \u0648\u0647\u0646\u0627\u0643 \u0639\u062f\u0629 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0648\u0637\u0631\u0642 \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u062d\u0648\u064a\u060c \u0645\u0646\u0647\u0627 \u0627\u0644\u0642\u062f\u064a\u0645 \u0627\u0644\u0630\u064a \u064a\u062a\u0628\u0639 \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u060c \u0648\u0645\u0646\u0647\u0627 \u0627\u0644\u062d\u062f\u064a\u062b \u0646\u0633\u0628\u064a\u0627 \u0648\u0627\u0644\u0630\u064a \u064a\u062a\u0628\u0639 \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u060c \u0648\u0644\u0639\u0644 \u0623\u0634\u0647\u0631 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a CKY Parsing\u060c The Earley Parsing, Collins Parser \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0631\u0641\u064a \u0628\u0627\u0644\u0625\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u062a\u0628\u0639\u064a\u0629 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0644\u0643\u0644\u0645\u0627\u062a \u0623\u062e\u0631\u0649 \u0641\u064a \u0627\u0644\u062c\u0645\u0644\u0629 Dependency Parsing \u0648\u064a\u0648\u062c\u062f \u0639\u062f\u0629 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0631\u0641\u064a \u0627\u0644\u062a\u0628\u0639\u064a \u0645\u062b\u0644 Arc-Eager Dependency Parsing\u060c \u0648\u0644\u0627 \u064a\u0633\u0639 \u0627\u0644\u0645\u062c\u0627\u0644 \u0644\u0630\u0643\u0631 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0648\u0627\u0644\u0637\u0631\u0642 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629.<\/li>\n<\/ul>\n<h4>\u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u0627\u0644\u0645\u0633\u062a\u0648\u0649\u00a0\u0627\u0644\u0645\u0639\u0646\u0648\u064a<\/h4>\n<ul>\n<li><strong>\u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0645\u0639\u0646\u0649\u00a0Meaning Representation:\u00a0<\/strong>\u0648\u064a\u0639\u0646\u064a \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0645\u0631\u0627\u062f \u0645\u0646 \u0627\u0644\u0644\u063a\u0629 \u0628\u0634\u0643\u0644 \u0622\u062e\u0631 \u0623\u0633\u0647\u0644 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647 \u0641\u064a \u0627\u0644\u062d\u0627\u0633\u0628 \u0648\u0644\u0639\u0644 \u0623\u0634\u0647\u0631 \u0637\u0631\u0642 \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0645\u0639\u0646\u0649 \u0641\u064a \u0627\u0644\u062d\u0627\u0633\u0628 \u0647\u0648 \u0625\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0646\u0637\u0642 \u0627\u0644\u0625\u0633\u0646\u0627\u062f\u064a First-order Logic\u060c \u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0645\u0639\u0646\u0649 \u0645\u0646 \u0627\u0644\u062c\u0645\u0644\u0629 \u0628\u0635\u064a\u063a\u0629 \u0631\u064a\u0627\u0636\u064a\u0629 \u0645\u0646\u0637\u0642\u064a\u0629\u060c \u0641\u0645\u062b\u0644\u0627 \u062c\u0645\u0644\u0629 &#8220;\u0623\u0643\u0644 \u0635\u062e\u0631 \u0627\u0644\u0637\u0639\u0627\u0645&#8221; \u064a\u0645\u0643\u0646 \u062a\u0645\u062b\u064a\u0644\u0647\u0627 \u0643\u0627\u0644\u062a\u0627\u0644\u064a (\u0628\u0639\u062f \u0625\u0633\u062a\u0628\u0639\u0627\u062f \u0627\u0644\u0631\u0645\u0648\u0632 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629 \u0628\u063a\u0631\u0636 \u0627\u0644\u062a\u0633\u0647\u064a\u0644): \u064a\u0648\u062c\u062f \u062d\u062f\u062b \u062d \u0643\u0627\u0644\u062a\u0627\u0644\u064a: \u062d\u062f\u062b(\u062d\u060c \u0623\u0643\u0644) \u0648 \u0623\u0643\u0644(\u062d\u060c \u0635\u062e\u0631) \u0648 \u0645\u0623\u0643\u0648\u0644(\u062d\u060c \u0627\u0644\u0637\u0639\u0627\u0645) \u0648 \u0632\u0645\u0646 (\u062d\u060c \u0645\u0627\u0636\u064a). \u0648\u0644\u0639\u0644 \u0623\u0647\u0645 \u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u0645\u0646\u0637\u0642 \u0627\u0644\u0625\u0633\u0646\u0627\u062f\u064a \u0647\u0648 \u0635\u0639\u0648\u0628\u0629 \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0645\u0639\u0627\u0646\u064a \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u0627 \u0645\u062b\u0644 \u0627\u0644\u0625\u0639\u062a\u0642\u0627\u062f\u0627\u062a\u060c \u0641\u0645\u062b\u0644\u0627 \u0639\u0646\u062f \u062a\u062b\u0645\u064a\u0644 \u062c\u0645\u0644\u0629 \u0645\u062b\u0644 &#8220;\u064a\u0639\u062a\u0642\u062f \u0632\u064a\u062f\u00a0\u0623\u0646 \u0627\u0644\u0623\u0631\u0636 \u0645\u0633\u0637\u062d\u0629&#8221; \u0641\u0647\u0646\u0627 \u064a\u0635\u0639\u0628 \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0645\u0639\u0646\u0649 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0646\u0637\u0642 \u0627\u0644\u0625\u0633\u0646\u0627\u062f\u064a\u060c \u0644\u0623\u0646 \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0628\u062d\u064a\u062b \u0623\u0646\u00a0\u064a\u0643\u0648\u0646 \u0648\u062c\u0648\u062f \u062d\u062f\u062b \u0627\u0644\u0625\u0639\u062a\u0642\u0627\u062f \u0635\u062d\u064a\u062d\u0627 \u064a\u062c\u0639\u0644 \u0628\u0627\u0644\u0636\u0631\u0648\u0631\u0629 \u0623\u0646 \u062c\u0645\u0644\u0629 &#8220;\u0627\u0644\u0623\u0631\u0636 \u0645\u0633\u0637\u062d\u0629&#8221; \u0635\u062d\u064a\u062d\u0629 \u0631\u063a\u0645 \u0623\u0646\u0647\u0627 \u063a\u064a\u0631 \u0635\u062d\u064a\u062d\u0629 \u0648\u0644\u0643\u0646 \u0643\u0648\u0646 \u0625\u0646 \u0632\u064a\u062f \u064a\u0639\u062a\u0642\u062f \u0630\u0644\u0643 \u0647\u0648 \u062d\u062f\u062b \u0635\u062d\u064a\u062d.<\/li>\n<li><strong>\u0641\u0643 \u0625\u0644\u062a\u0628\u0627\u0633\u00a0\u0645\u0639\u0646\u0649 \u0627\u0644\u0643\u0644\u0645\u0627\u062a Word Sense Disambiguation WSD:\u00a0<\/strong>\u0648\u064a\u0639\u0646\u064a \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0635\u062d\u064a\u062d \u0645\u0646 \u0627\u0644\u0643\u0644\u0645\u0629 \u0648\u0641\u0642\u0627 \u0644\u0644\u0633\u064a\u0627\u0642 \u0643\u0645\u0627 \u0630\u0643\u0631 \u0641\u064a \u0628\u062f\u0627\u064a\u0629 \u0627\u0644\u0645\u0642\u0627\u0644\u0629\u060c \u0641\u0645\u062b\u0644\u0627 \u0643\u0644\u0645\u0629 \u0639\u064a\u0646 \u0644\u0647\u0627 \u0645\u0639\u0627\u0646 \u0639\u062f\u0629\u060c \u0641\u0645\u062b\u0644\u0627 \u064a\u0641\u0647\u0645 \u0645\u0646 \u062c\u0645\u0644\u0629 &#8220;\u0643\u0644\u0627\u0645\u0647 \u0647\u0648 \u0639\u064a\u0646 \u0627\u0644\u0635\u0648\u0627\u0628&#8221; \u0623\u0646 \u0645\u0639\u0646\u0649 \u0639\u064a\u0646 \u0647\u0646\u0627 \u0647\u0648 \u0630\u0627\u062a \u0627\u0644\u0634\u064a\u0621\u060c \u0648\u0641\u064a \u062c\u0645\u0644\u0629\u00a0&#8220;\u0634\u0631\u0628\u062a \u0645\u0646 \u0639\u064a\u0646 \u0625\u064a\u0641\u064a\u0627\u0646&#8221; \u0647\u0648 \u0639\u064a\u0646 \u0627\u0644\u0645\u0627\u0621 (\u0643\u0645\u0627 \u0630\u0643\u0631 \u0633\u0627\u0644\u0641\u0627)\u060c \u0648 \u062c\u0645\u0644\u0629 &#8220;\u062a\u0631\u0643\u064a\u0628 \u0639\u064a\u0646 \u0627\u0644\u0630\u0628\u0627\u0628\u0629 \u064a\u062e\u062a\u0644\u0641 \u062a\u0645\u0627\u0645\u0627 \u0639\u0646 \u0639\u064a\u0646 \u0627\u0644\u0625\u0646\u0633\u0627\u0646&#8221; \u0647\u0648 \u0627\u0644\u0639\u0636\u0648 \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u0627\u0644\u0646\u0638\u0631 \u0641\u064a \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0627\u0644\u0628\u0634\u0631\u064a\u0629\u060c \u0648\u0645\u0627\u0632\u0627\u0644 \u0647\u0646\u0627\u0643 \u0635\u0639\u0648\u0628\u0629 \u0641\u064a \u0641\u0643 \u0625\u0644\u062a\u0628\u0627\u0633 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u062d\u064a\u062b \u0623\u0646\u0647 \u0644\u0627 \u062a\u0648\u062c\u062f \u0622\u0644\u064a\u0629 \u0641\u0639\u0627\u0644\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631\u0629 \u0644\u0630\u0644\u0643\u060c \u0648\u0644\u0643\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u0648\u0630\u0644\u0643 \u0628\u0627\u0644\u062a\u0639\u0644\u0645 \u0639\u0644\u0649 \u0623\u0645\u062b\u0644\u0629 \u0643\u062b\u064a\u0631\u0629 \u0648\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u062e\u0635\u0627\u0626\u0635 \u0645\u0639\u064a\u0646\u0629 \u0645\u062b\u0644 \u0645\u0627 \u0647\u064a \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0642\u061f \u0648\u0644\u0623\u064a \u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u062a\u0646\u062a\u0645\u064a \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0648\u0631\u0629 \u0644\u0644\u0643\u0644\u0645\u0629 \u0627\u0644\u0645\u0631\u0627\u062f \u0645\u0639\u0631\u0641\u0629 \u0645\u0639\u0646\u0627\u0647\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649\u00a0\u062f\u0642\u0629 \u062c\u064a\u062f\u0629.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/h3>\n<p>\u064a\u0648\u062c\u062f \u0639\u062f\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0644\u0639\u0644 \u0645\u0646 \u0623\u0647\u0645\u0647\u0627:<\/p>\n<ul>\n<li><strong>\u0625\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a Information Extraction:<\/strong> \u0648\u064a\u0642\u0635\u062f \u0628\u0647 \u0625\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062c\u0631\u062f\u0629 \u064a\u0645\u0643\u0646 \u062a\u062e\u0632\u064a\u0646\u0647\u0627 \u0641\u064a \u0627\u0644\u062d\u0627\u0633\u0628 \u0628\u0633\u0647\u0648\u0644\u0629\u060c \u0641\u0645\u062b\u0644\u0627 \u064a\u0645\u0643\u0646 \u062a\u062d\u0648\u064a\u0644 \u062e\u0628\u0631 \u064a\u062a\u062d\u062f\u062b \u0639\u0646 \u0623\u0646 \u0633\u0647\u0645 \u0634\u0631\u0643\u0629 \u0645\u0627 \u0635\u0639\u062f \u0625\u0644\u0649 \u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u0641\u0644\u0627\u0646\u064a\u060c \u0639\u0646\u062f\u0647\u0627 \u064a\u0645\u0643\u0646 \u0625\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0639\u0644\u0648\u0645\u0629 \u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u062c\u062f\u064a\u062f\u060c \u0648\u0645\u0639\u0644\u0648\u0645\u0629 \u0645\u0627 \u0647\u064a \u0627\u0644\u0634\u0631\u0643\u0629\u060c \u0648\u0645\u0646 \u062b\u0645 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u062c\u062f\u064a\u062f \u0644\u0644\u0634\u0631\u0643\u0629 \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<li><strong>\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 Question Answering:\u00a0<\/strong>\u0648\u064a\u0642\u0635\u062f \u0628\u0647 \u0623\u0646 \u064a\u062a\u0645 \u0627\u0644\u0631\u062f \u0639\u0644\u0649 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u0635\u0627\u063a \u0628\u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u0643\u062a\u0645\u0644\u0629 \u0645\u062b\u0644 &#8220;\u0623\u064a\u0646 \u062a\u0642\u0639 \u0645\u062f\u064a\u0646\u0629 \u0627\u0644\u0631\u064a\u0627\u0636&#8221; \u0628\u0625\u062c\u0627\u0628\u0629 \u0645\u062b\u0644 &#8220;\u062a\u0642\u0639 \u0645\u062f\u064a\u0646\u0629 \u0627\u0644\u0631\u064a\u0627\u0636 \u0641\u064a \u0627\u0644\u0645\u0645\u0644\u0643\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0648\u0647\u064a \u0639\u0627\u0635\u0645\u062a\u0647\u0627&#8221;\u060c \u0648\u0644\u0639\u0644 \u0623\u0634\u0647\u0631 \u062a\u0637\u0628\u064a\u0642 \u0647\u0648 Siri \u0627\u0644\u0645\u062a\u0648\u0641\u0631 \u0639\u0644\u0649\u00a0\u0646\u0638\u0627\u0645 iOS.<\/li>\n<li><strong>\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 Machine Translation: <\/strong>\u064a\u062a\u0636\u062d \u0645\u0646 \u0627\u0644\u0645\u0635\u0637\u0644\u062d \u0623\u0646 \u0647\u0630\u0627 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u064a\u0642\u0635\u062f \u0628\u0647 \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0645\u0646 \u0644\u063a\u0629 \u0625\u0644\u0649 \u0644\u063a\u0629 \u0623\u062e\u0631\u0649\u060c \u0645\u062b\u0644\u0627 \u0645\u0646 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0641\u0631\u0646\u0633\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629\u060c \u0648\u064a\u0639\u062f \u0645\u0646 \u0623\u0635\u0639\u0628 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u0629 \u0643\u0648\u0646 \u0623\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u062a\u062e\u062a\u0644\u0641 \u0641\u064a \u0627\u0644\u062a\u0631\u0643\u064a\u0628 \u0627\u0644\u0646\u062d\u0648\u064a \u0648\u0627\u0644\u0635\u0631\u0641\u064a\u00a0\u0641\u0628\u0639\u0636 \u0627\u0644\u0644\u063a\u0627\u062a \u064a\u0648\u062c\u062f \u0641\u064a\u0647\u0627 \u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0644\u0627 \u064a\u0648\u062c\u062f \u0644\u0647\u0627 \u0645\u0642\u0627\u0628\u0644 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0623\u064a\u0636\u0627 \u062a\u062a\u0637\u0644\u0628 \u0641\u0643 \u0627\u0644\u0625\u0644\u062a\u0628\u0627\u0633 \u0641\u064a \u0627\u0644\u0645\u0639\u0646\u0649 \u0648\u0627\u0644\u0630\u064a \u0633\u0628\u0642 \u0630\u0643\u0631\u0647\u060c \u0641\u0645\u062b\u0644\u0627 \u062a\u0631\u062c\u0645\u0629 \u0643\u0644\u0645\u0629 \u0639\u064a\u0646 \u0644\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0642\u062f \u062a\u0643\u0648\u0646 eye, self,\u00a0fountain \u0623\u0648 \u063a\u064a\u0631\u0647\u0627. \u0623\u064a\u0636\u0627 \u064a\u0648\u062c\u062f \u062a\u0631\u0627\u0643\u064a\u0628 \u0645\u0639\u064a\u0646\u0629 \u0644\u0627 \u062a\u0648\u062c\u062f \u0641\u064a \u0644\u063a\u0629 \u0623\u062e\u0631\u0649 \u0641\u0645\u062b\u0644\u0627 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u064a\u0648\u062c\u062f \u062b\u0644\u0627\u062b \u062d\u0627\u0644\u0627\u062a \u0644\u0644\u0641\u0639\u0644 (\u0645\u0627\u0636 \u0648\u0645\u0636\u0627\u0631\u0639 \u0648\u0623\u0645\u0631) \u0628\u064a\u0646\u0645\u0627 \u0641\u064a \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u064a\u0648\u062c\u062f \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u062b\u0644 \u0627\u0644\u0645\u0627\u0636\u064a \u0627\u0644\u0628\u0633\u064a\u0637 \u0648\u0627\u0644\u062a\u0627\u0645 \u0648\u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0648\u0627\u0644\u0645\u0636\u0627\u0631\u0639 \u0627\u0644\u0628\u0633\u064a\u0637 \u0648\u0627\u0644\u062a\u0627\u0645 \u0648\u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0623\u0635\u0639\u0628 \u0628\u0643\u062b\u064a\u0631\u060c \u0648\u0644\u0639\u0644 \u0623\u0647\u0645 \u0627\u0644\u0623\u062f\u0644\u0629 \u0639\u0644\u0649 \u0635\u0639\u0648\u0628\u0629 \u0630\u0644\u0643 \u0623\u0646\u0647 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u062b\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0631\u0641\u064a \u0644\u0627 \u062a\u062c\u062f \u062e\u0644\u0627\u0641\u064b\u0627 \u064a\u0630\u0643\u0631 \u0628\u064a\u0646 \u0627\u0644\u0628\u0634\u0631 \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0631\u0641\u064a (\u0639\u0644\u0649 \u0627\u0641\u062a\u0631\u0627\u0636 \u0648\u062c\u0648\u062f \u0645\u0633\u062a\u0648\u0649 \u0641\u0647\u0645 \u0645\u0639\u064a\u0646 \u0644\u0644\u063a\u0629) \u0628\u064a\u0646\u0645\u0627 \u0641\u064a \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u062a\u062c\u062f \u0625\u062e\u062a\u0644\u0627\u0641\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0628\u064a\u0646 \u062a\u0631\u062c\u0645\u062a\u064a\u0646 \u0648\u0644\u0648 \u0643\u0627\u0646\u062a\u0627 \u0645\u0646 \u0642\u0628\u0644 \u062e\u0628\u064a\u0631\u064a\u0646 \u0639\u0644\u0649 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a\u060c \u0648\u0623\u064a\u0636\u0627 \u0643\u0644\u0627 \u0627\u0644\u062a\u062c\u0631\u0645\u062a\u0627\u0646 \u0635\u062d\u064a\u062d\u062a\u0627\u0646 \u062a\u0645\u0627\u0645\u0627 \u0648\u0644\u0643\u0646 \u0628\u0635\u064a\u0627\u063a\u0629 \u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n<\/ul>\n<h3><strong>\u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 NLU \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 NLG<\/strong><\/h3>\n<p>\u0648\u064a\u0645\u0643\u0646 \u062a\u0642\u0633\u064a\u0645 \u0645\u062c\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 NLP \u0625\u0644\u0649 \u0642\u0633\u0645\u064a\u0646 \u0631\u0626\u064a\u0633\u064a\u064a\u0646 \u0631\u063a\u0645 \u062a\u062f\u0627\u062e\u0644\u0647\u0645\u0627 \u0645\u0639 \u0628\u0639\u0636\u0647\u0645\u0627:\u00a0\u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u00a0Natural Language Understanding\u00a0\u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u00a0Natural Language Generation.<\/p>\n<p>\u0644\u0641\u0647\u0645 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u0642\u0633\u0645\u064a\u0646\u060c \u064a\u0645\u0643\u0646 \u0625\u0639\u062a\u0628\u0627\u0631\u00a0\u0627\u0644\u0642\u0633\u0645 \u0627\u0644\u0623\u0648\u0644 (\u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629) \u0623\u0646 \u0627\u0644\u0644\u063a\u0629 \u0647\u064a \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0645\u062f\u062e\u0644\u0627\u062a \u0644\u0644\u062d\u0627\u0633\u0628 input \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u062a \u0627\u0644\u0644\u063a\u0629 \u0639\u0644\u0649 \u0634\u0643\u0644 \u0646\u0635 \u0623\u0648 \u0635\u0648\u062a \u0628\u062d\u064a\u062b \u064a\u0645\u0643\u0646 \u0628\u0639\u062f \u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0631\u0646\u0627\u0645\u062c \u0645\u0635\u0645\u0645 \u0628\u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0623\u0646 \u064a\u062a\u0645 \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0645\u0639\u0646\u0649 \u0623\u0648 \u063a\u064a\u0631\u0647 \u0645\u0646 \u0627\u0644\u0643\u0644\u0627\u0645 \u0627\u0644\u0645\u062f\u062e\u0644 \u0628\u0634\u0643\u0644 \u064a\u0645\u0643\u0646 \u0644\u0644\u062d\u0627\u0633\u0628 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647 (\u0623\u0648 \u0641\u0647\u0645\u0647 \u0625\u0646 \u062c\u0627\u0632 \u0627\u0644\u062a\u0639\u0628\u064a\u0631)\u060c \u0641\u0645\u062b\u0644\u0627 \u0645\u062d\u0631\u0643 \u0628\u062d\u062b \u0642\u0648\u0642\u0644 \u0627\u0644\u0634\u0647\u064a\u0631 \u064a\u0648\u062c\u062f \u0641\u064a\u0647 \u062e\u0627\u0635\u064a\u0629 \u0644\u0641\u0647\u0645 \u0627\u0644\u0646\u0635 \u0627\u0644\u0645\u062f\u062e\u0644\u060c \u0641\u0645\u062b\u0644\u0627 \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u062a\u0628 &#8220;\u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0637\u0642\u0633 \u0641\u064a \u0627\u0644\u0631\u064a\u0627\u0636&#8221; \u0623\u0648 &#8220;Weather in Riyadh&#8221; \u0633\u064a\u0639\u0637\u064a\u0643 \u0645\u0628\u0627\u0634\u0631\u0629 \u062d\u0627\u0644\u0629 \u0627\u0644\u0637\u0642\u0633 \u0641\u064a \u0645\u062f\u064a\u0646\u0629 \u0627\u0644\u0631\u064a\u0627\u0636\u060c \u0648\u0647\u0630\u0627 \u064a\u0628\u064a\u0646 \u0623\u0646\u0647 \u064a\u0648\u062c\u062f \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u0644\u0641\u0647\u0645 \u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0645\u0631\u0627\u062f \u0645\u0646 \u062c\u0645\u0644\u0629 \u0627\u0644\u0628\u062d\u062b\u060c \u0623\u064a\u0636\u0627 \u064a\u0648\u062c\u062f \u062e\u0627\u0635\u064a\u0629 \u0623\u062e\u0631\u0649 \u0648\u0647\u0648 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u0644\u0627\u0645 \u0627\u0644\u0645\u0646\u0637\u0648\u0642 Speech \u0628\u062d\u064a\u062b \u064a\u0645\u0643\u0646 \u062a\u062d\u0648\u064a\u0644\u0647 \u0644\u0646\u0635 text. \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 NLG \u064a\u0645\u0643\u0646 \u0625\u0639\u062a\u0628\u0627\u0631 \u0623\u0646 \u0627\u0644\u0644\u063a\u0629 \u0641\u064a\u0647 \u0647\u064a \u0645\u062e\u0631\u062c\u0627\u062a output \u0645\u0646 \u0627\u0644\u062d\u0627\u0633\u0628\u060c \u0628\u062d\u064a\u062b \u064a\u0643\u0648\u0646 \u0647\u0646\u0627\u0643 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u0645\u062e\u0632\u0646\u0629 \u0628\u0634\u0643\u0644 \u064a\u0645\u0643\u0646 \u0644\u0644\u062d\u0627\u0633\u0628 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647 \u0648\u0645\u0646 \u062b\u0645 \u064a\u062a\u0645 \u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0633\u0648\u0627\u0621 \u0639\u0644\u0649 \u0634\u0643\u0644 \u0645\u0643\u062a\u0648\u0628 \u0623\u0648 \u0645\u0646\u0637\u0648\u0642\u060c \u0623\u062d\u062f \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0634\u0647\u0648\u0631\u0629 \u0647\u0648 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0622\u0644\u064a\u0627 automatic report generation\u060c \u0641\u0645\u062b\u0644\u0627 \u064a\u0648\u062c\u062f \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0641\u064a \u062a\u062e\u0635\u0635\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u062a\u0642\u0648\u0645 \u0628\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0639\u0644\u0649 \u0634\u0643\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062c\u0631\u062f\u0629 \u0645\u062e\u0632\u0646\u0629 \u0641\u064a \u062c\u062f\u0627\u0648\u0644 \u0645\u062b\u0644\u0627 \u0625\u0644\u0649 \u0646\u0635\u0648\u0635 \u0628\u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u062b\u0644 \u062a\u062d\u0648\u064a\u0644 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0623\u0633\u0648\u0627\u0642 \u0627\u0644\u0645\u0627\u0644 (\u0627\u0644\u0623\u0633\u0647\u0645) \u0625\u0644\u0649 \u0646\u0635 \u0628\u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u062b\u0644 \u0623\u0646 \u064a\u0630\u0643\u0631 \u0627\u0644\u062a\u0642\u0631\u064a\u0631 \u0623\u0646 \u0633\u0647\u0645\u064b\u0627 \u0645\u0639\u064a\u0646\u064b\u0627 \u0623\u063a\u0644\u0642 \u0641\u064a \u062a\u062f\u0627\u0648\u0644\u0627\u062a \u0627\u0644\u064a\u0648\u0645 \u0639\u0644\u0649 \u0625\u0631\u062a\u0641\u0627\u0639 \u0645\u0639\u064a\u0646 \u0645\u0639 \u0627\u0644\u0639\u0644\u0645 \u0628\u0623\u0646\u0647 \u0623\u0639\u0644\u0649 \u0633\u0639\u0631 \u0644\u0647 \u062e\u0644\u0627\u0644 \u0627\u0644\u062b\u0644\u0627\u062b\u0629 \u0623\u0634\u0647\u0631 \u0627\u0644\u0645\u0627\u0636\u064a\u0629.<\/p>\n<p>\u064a\u0648\u062c\u062f \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u0646\u062a\u0645\u064a \u0644\u0644\u0642\u0633\u0645\u064a\u0646 \u0645\u0639\u0627\u060c \u0641\u0645\u062b\u0644\u0627 \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 Machine Translation \u064a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0630\u0627\u062a \u0639\u0644\u0627\u0642\u0629 \u0628\u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 NLU \u0628\u062d\u064a\u062b \u0623\u0646 \u064a\u0645\u0643\u0646 \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0628\u0634\u0643\u0644 \u064a\u0645\u0643\u0646 \u0644\u0644\u062d\u0627\u0633\u0628 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u060c \u0648\u0645\u0646 \u062b\u0645 \u062a\u062d\u0648\u064a\u0644\u0647 \u0625\u0644\u0649 \u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0623\u062e\u0631\u0649 \u0648\u0628\u0630\u0644\u0643 \u064a\u062d\u062a\u0627\u062c \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u062a\u0639\u0644\u0642 \u0628\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 NLG.<\/p>\n<h3><\/h3>\n<p><strong>\u0645\u0635\u0627\u062f\u0631 \u0630\u0627\u062a \u0639\u0644\u0627\u0642\u0629 \u0628\u0645\u062c\u0627\u0644 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/strong><\/p>\n<p><strong>\u0643\u0648\u0631\u0633\u0627\u062a:<\/strong><\/p>\n<p>\u064a\u0648\u062c\u062f \u0639\u062f\u0629 \u0643\u0648\u0631\u0633\u0627\u062a \u0645\u062a\u0648\u0641\u0631\u0629 \u0639\u0644\u0649 \u0645\u0648\u0642\u0639 \u0643\u0648\u0631\u0633\u064a\u0631\u0627 Coursera \u062a\u062a\u0639\u0644\u0642 \u0628\u0645\u062c\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 NLP:<\/p>\n<ol>\n<li>\u0627\u0644\u0628\u0631\u0648\u0641\u064a\u0633\u0648\u0631 \u062f\u0631\u0627\u0642\u0648\u0645\u064a\u0631 \u0631\u0627\u062f\u064a\u0641 Dragomir Radev \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u062a\u0634\u0642\u0627\u0646 \u0648\u0643\u0648\u0644\u0648\u0645\u0628\u064a\u0627.\u00a0<a href=\"https:\/\/www.coursera.org\/course\/nlpintro\" target=\"_blank\">https:\/\/www.coursera.org\/course\/nlpintro<\/a><\/li>\n<li>\u0627\u0644\u0628\u0631\u0648\u0641\u064a\u0633\u0648\u0631 \u0645\u0627\u064a\u0643\u0644 \u0643\u0648\u0644\u0646\u0632 Michael Collins \u062c\u0627\u0645\u0639\u0629 \u0643\u0648\u0644\u0648\u0645\u0628\u064a\u0627.\u00a0<a href=\"https:\/\/www.coursera.org\/course\/nlangp\" target=\"_blank\">https:\/\/www.coursera.org\/course\/nlangp<\/a><\/li>\n<li>\u0627\u0644\u0628\u0631\u0648\u0641\u064a\u0633\u0648\u0631 \u062f\u0627\u0646 \u062c\u0648\u0631\u0641\u0627\u0633\u0643\u064a Dan Jurafsky \u062c\u0627\u0645\u0639\u0629 \u0633\u062a\u0627\u0646\u0641\u0648\u0631\u062f.\u00a0<a href=\"https:\/\/www.coursera.org\/course\/nlp\" target=\"_blank\">https:\/\/www.coursera.org\/course\/nlp<\/a><\/li>\n<\/ol>\n<p><strong>\u0623\u062f\u0648\u0627\u062a:<\/strong><\/p>\n<p>\u0647\u0646\u0627\u0643 \u0623\u062f\u0648\u0627\u062a \u0643\u062b\u064a\u0631\u0629 \u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0641\u064a \u0645\u062c\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u0646\u0647\u0627:<\/p>\n<ol>\n<li>NLTK: \u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u00a0\u0630\u0627\u062a \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u0645\u062c\u0627\u0644 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u0639\u062f\u0629 \u0644\u063a\u0627\u062a \u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u0647\u064a \u0645\u062a\u0648\u0641\u0631\u0629 \u0639\u0644\u0649 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 Python \u0623\u0646\u0635\u062d \u0628\u0634\u062f\u0629 \u0628\u0625\u0633\u062a\u062e\u062f\u0645\u0647\u0627\u00a0<a href=\"http:\/\/www.nltk.org\/\" target=\"_blank\">http:\/\/www.nltk.org\/<\/a><\/li>\n<li>scikit-learn: \u0642\u062f \u0644\u0627 \u064a\u0643\u0648\u0646 \u0644\u0647\u0627 \u0639\u0644\u0627\u0642\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0628\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0641\u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u00a0\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a Machine Learning \u0648\u0647\u064a \u0645\u062a\u0648\u0641\u0631\u0629 \u0639\u0644\u0649 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u0647\u064a \u062a\u0639\u062a\u0628\u0631 \u0645\u0643\u0645\u0644\u0629 \u0644 NLTK.\u00a0<a href=\"http:\/\/scikit-learn.org\" target=\"_blank\">http:\/\/scikit-learn.org<\/a>\/<\/li>\n<li>HTK: \u0648\u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0623\u0635\u0648\u0627\u062a \u0648\u0647\u064a \u0645\u062a\u0648\u0641\u0631\u0629 \u0639\u0644\u0649 \u0644\u063a\u0629 C.\u00a0<a href=\"http:\/\/htk.eng.cam.ac.uk\/\" target=\"_blank\">http:\/\/htk.eng.cam.ac.uk\/<\/a><\/li>\n<\/ol>\n<p><strong>\u0627\u0644\u0645\u0635\u0627\u062f\u0631<\/strong><\/p>\n<p>[1] \u0645\u0642\u0627\u0644\u0629 Lojban \u0645\u0646 \u0648\u064a\u0643\u064a\u0628\u064a\u062f\u064a\u0627 \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 https:\/\/en.wikipedia.org\/wiki\/Lojban \u0622\u062e\u0631 \u0632\u064a\u0627\u0631\u0629 \u0641\u064a 1\u00a0\u0646\u0648\u0641\u0645\u0628\u0631 2015.<\/p>\n<p>[2]\u00a0Jurafsky, Dan, and James H. Martin. <i>Speech &amp; language processing<\/i>. Pearson Education India, 2008.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0644\u0627\u062d\u0638\u0629: \u00a0\u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u0644\u0627 \u062a\u0639\u062a\u0628\u0631 \u0645\u0635\u062f\u0631\u0627 \u0645\u0648\u062b\u0648\u0642\u0627 \u0643\u0645\u0631\u062c\u0639 \u0639\u0644\u0645\u064a\u060c \u0648\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0627\u0644\u0643\u0627\u062a\u0628 \u0645\u062a\u062e\u0635\u0635\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0641\u0647\u064a \u0644\u0645 \u062a\u062e\u0636\u0639 \u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0648\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0641\u062d\u0635 \u0627\u0644\u0639\u0644\u0645\u064a \u0627\u0644\u0645\u062a\u0628\u0639\u0629 \u0641\u064a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u060c \u0648\u0644\u0643\u0646 \u0627\u0644\u0647\u062f\u0641 \u0645\u0646 \u0643\u062a\u0627\u0628\u062a\u0647\u0627\u00a0\u0647\u0648 \u0645\u062c\u0631\u062f \u0625\u0639\u0637\u0627\u0621 \u0646\u0628\u0630\u0629 \u0639\u0627\u0645\u0629 \u0639\u0646 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0644\u0630\u0644\u0643 \u0642\u062f \u062a\u0643\u0648\u0646 \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0648\u0627\u0631\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u063a\u064a\u0631 \u062f\u0642\u064a\u0642\u0629\u060c \u0648\u0645\u0639\u00a0\u0630\u0644\u0643\u060c \u064a\u0631\u062c\u0649 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 &hellip; <a href=\"http:\/\/sakhar.co\/?p=268&#038;lang=ar\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 NLP&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[105,97,103],"tags":[107,109],"class_list":{"0":"post-268","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"hentry","6":"category-nlp-ar","7":"category--ar","9":"tag-nlp-ar","10":"tag----ar"},"_links":{"self":[{"href":"http:\/\/sakhar.co\/index.php?rest_route=\/wp\/v2\/posts\/268","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/sakhar.co\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/sakhar.co\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/sakhar.co\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/sakhar.co\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=268"}],"version-history":[{"count":1,"href":"http:\/\/sakhar.co\/index.php?rest_route=\/wp\/v2\/posts\/268\/revisions"}],"predecessor-version":[{"id":574,"href":"http:\/\/sakhar.co\/index.php?rest_route=\/wp\/v2\/posts\/268\/revisions\/574"}],"wp:attachment":[{"href":"http:\/\/sakhar.co\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=268"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/sakhar.co\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=268"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/sakhar.co\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=268"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}