{"id":5862,"date":"2026-07-07T16:31:23","date_gmt":"2026-07-07T16:31:23","guid":{"rendered":"https:\/\/coe.uobaghdad.edu.iq\/?p=5862"},"modified":"2026-07-07T16:35:47","modified_gmt":"2026-07-07T16:35:47","slug":"%d8%aa%d8%af%d8%b1%d9%8a%d8%b3%d9%8a-%d9%81%d9%8a-%d9%83%d9%84%d9%8a%d8%a9-%d8%a7%d9%84%d8%aa%d9%85%d9%8a%d8%b2-%d8%a8%d8%ac%d8%a7%d9%85%d8%b9%d8%a9-%d8%a8%d8%ba%d8%af%d8%a7%d8%af-%d9%8a%d8%b4%d8%a7","status":"publish","type":"post","link":"https:\/\/coe.uobaghdad.edu.iq\/?p=5862","title":{"rendered":"\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u0645\u064a\u0632 \u0628\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f \u064a\u0634\u0627\u0631\u0643 \u0641\u064a \u0644\u062c\u0646\u0629 \u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0645\u0639\u0647\u062f \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u064a\u0629 \u0644\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627\/ \u062c\u0627\u0645\u0639\u0629 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a"},"content":{"rendered":"

[vc_row][vc_column][vc_column_text css=””]\u0634\u0627\u0631\u0643 \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u0645\u064a\u0632\u0640 \u0642\u0633\u0645 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f\u060c \u0627\u0644\u0623\u0633\u062a\u0627\u0630 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0643\u062a\u0648\u0631 (\u0639\u0644\u064a \u064a\u062d\u064a\u0649 \u063a\u0646\u064a)\u060c \u0639\u0636\u0648\u0627 \u0641\u064a \u0644\u062c\u0646\u0629 \u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629:<\/strong><\/p>\n

“\u0646\u0645\u0648\u0630\u062c \u0641\u0639\u0627\u0644 \u0644\u062a\u0648\u0644\u064a\u062f \u0639\u0646\u0627\u0648\u064a\u0646 \u0627\u0644\u0627\u0648\u0631\u0627\u0642 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0633\u0644\u0648\u0628 \u0627\u0644\u062a\u0644\u062e\u064a\u0635” <\/strong><\/p>\n

\u062a\u0647\u062f\u0641 \u0647\u0630\u0647 \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0625\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0646\u0641\u064a\u0630 \u0646\u0638\u0627\u0645 \u062c\u062f\u064a\u062f \u0644\u062a\u0648\u0644\u064a\u062f \u0639\u0646\u0627\u0648\u064a\u0646 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0627\u0639\u062a\u0645\u0627\u062f\u0627\u064b \u0639\u0644\u0649 \u0645\u0644\u062e\u0635\u0627\u062a \u0627\u0644\u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0628\u062d\u062b\u064a \u0648\u0630\u0644\u0643 \u0644\u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u0639\u0646\u0648\u0627\u0646\u060c \u0625\u0630 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0642\u0631\u0651\u0627\u0621 \u0639\u0644\u0649 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u0648\u0636\u0648\u0639 \u0627\u0644\u0631\u0626\u064a\u0633 \u0648\u0646\u0637\u0627\u0642 \u0627\u0644\u0628\u062d\u062b. \u062a\u062a\u0645\u062b\u0644 \u0627\u0644\u0645\u0633\u0627\u0647\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0644\u0648\u0647\u0646 \u0644\u0644\u062a\u0644\u062e\u064a\u0635 \u0645\u0646 \u0623\u062c\u0644 \u062a\u0642\u0644\u064a\u0644 \u0637\u0648\u0644 \u0627\u0644\u0645\u0644\u062e\u0635\u060c \u0648\u062a\u0639\u062f\u064a\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0645\u0633\u062a\u062e\u0631\u062c \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0627\u0644\u0622\u062e\u0631 (YAKE: Yet Another Keyword Extractor) \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0643\u0644\u0645\u0627\u062a \u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0623\u0643\u062b\u0631 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u064b \u0628\u0627\u0644\u0645\u062c\u0627\u0644 \u0648\u0623\u0643\u062b\u0631 \u0635\u0644\u0629 \u0628\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0648\u0631\u0642\u0629\u060c \u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u062e\u062a\u0628\u0627\u0631 \u0646\u0645\u0648\u0630\u062c \u0641\u0639\u0627\u0644 \u0648\u062f\u0642\u064a\u0642 \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0646\u0627\u0648\u064a\u0646. \u064a\u062a\u0643\u0648\u0646 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0645\u0646 \u0639\u062f\u0629 \u062e\u0637\u0648\u0627\u062a \u0631\u0626\u064a\u0633\u0629. \u0623\u0648\u0644\u0627\u064b\u060c \u064a\u062a\u0645 \u0625\u062f\u062e\u0627\u0644 \u0646\u0635 \u0627\u0644\u0645\u0644\u062e\u0635 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0646\u0638\u0645\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (NIPS: Neural Information Processing Systems) \u0625\u0644\u0649 \u0627\u0644\u0646\u0638\u0627\u0645. \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u062a\u064f\u0637\u0628\u0642 \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0646\u0635 \u0648\u062a\u0648\u062d\u064a\u062f\u0647. \u062b\u0645 \u064a\u062a\u0645 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062e\u0637\u0648\u0629 \u0627\u0644\u062a\u0644\u062e\u064a\u0635. \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u062a\u064f\u0637\u0628\u0642 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 (YAKE) \u0627\u0644\u0645\u0639\u062f\u0644\u0629 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0627\u0644\u0645\u0648\u0632\u0648\u0646\u0629. \u0648\u0623\u062e\u064a\u0631\u0627\u064b\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u0631\u062c\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u0646\u0647\u0627\u0626\u064a.<\/strong><\/p>\n

\u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u060c \u062a\u0645 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0643\u0648\u0646\u0629 \u0645\u0646 700 \u0648\u0631\u0642\u0629 \u0628\u062d\u062b\u064a\u0629 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a. (NIPS) \u062d\u0642\u0642 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0646\u062a\u0627\u0626\u062c \u062c\u064a\u062f\u0629 \u0641\u064a \u0645\u0642\u064a\u0627\u0633 (ROUGE-L)\u060c (BERT F1)\u060c\u00a0 \u0648 \u0641\u064a \u0645\u0642\u064a\u0627\u0633 (SciBERT F1)\u060c \u0645\u062a\u0641\u0648\u0642\u0627\u064b \u0639\u0644\u0649 \u062c\u0645\u064a\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0641\u064a \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629. <\/strong><\/p>\n

\u0648\u0641\u064a \u062e\u062a\u0627\u0645 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629\u060c \u0642\u0631\u0631\u062a \u0627\u0644\u0644\u062c\u0646\u0629 \u0645\u0646\u062d \u0627\u0644\u0637\u0627\u0644\u0628 \u0634\u0647\u0627\u062f\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0628\u062a\u0642\u062f\u064a\u0631 \u062c\u064a\u062f \u062c\u062f\u0627 \u0639\u0627\u0644\u064a\u060c \u0645\u062a\u0645\u0646\u064a\u0646 \u0644\u0647 \u0627\u0644\u0645\u0648\u0641\u0642\u0629 \u0648\u0627\u0644\u0646\u062c\u0627\u062d \u0641\u064a \u0645\u0633\u064a\u0631\u062a\u0647 \u0627\u0644\u0627\u0643\u0627\u062f\u064a\u0645\u064a\u0629..<\/strong><\/p>\n

[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column]

<\/div>
\"\"
<\/i><\/div><\/a><\/div><\/div><\/div><\/div>[\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

[vc_row][vc_column][vc_column_text css=””]\u0634\u0627\u0631\u0643 \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u0645\u064a\u0632\u0640 \u0642\u0633\u0645 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f\u060c \u0627\u0644\u0623\u0633\u062a\u0627\u0630 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0643\u062a\u0648\u0631 (\u0639\u0644\u064a \u064a\u062d\u064a\u0649 \u063a\u0646\u064a)\u060c \u0639\u0636\u0648\u0627 \u0641\u064a \u0644\u062c\u0646\u0629 \u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629: “\u0646\u0645\u0648\u0630\u062c \u0641\u0639\u0627\u0644 \u0644\u062a\u0648\u0644\u064a\u062f \u0639\u0646\u0627\u0648\u064a\u0646 \u0627\u0644\u0627\u0648\u0631\u0627\u0642 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0633\u0644\u0648\u0628 \u0627\u0644\u062a\u0644\u062e\u064a\u0635” \u062a\u0647\u062f\u0641 \u0647\u0630\u0647 \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0625\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0646\u0641\u064a\u0630 \u0646\u0638\u0627\u0645 \u062c\u062f\u064a\u062f \u0644\u062a\u0648\u0644\u064a\u062f \u0639\u0646\u0627\u0648\u064a\u0646 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0627\u0639\u062a\u0645\u0627\u062f\u0627\u064b \u0639\u0644\u0649 \u0645\u0644\u062e\u0635\u0627\u062a \u0627\u0644\u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0628\u062d\u062b\u064a \u0648\u0630\u0644\u0643 \u0644\u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u0639\u0646\u0648\u0627\u0646\u060c \u0625\u0630 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0642\u0631\u0651\u0627\u0621 \u0639\u0644\u0649 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u0648\u0636\u0648\u0639 \u0627\u0644\u0631\u0626\u064a\u0633 \u0648\u0646\u0637\u0627\u0642 \u0627\u0644\u0628\u062d\u062b. \u062a\u062a\u0645\u062b\u0644 \u0627\u0644\u0645\u0633\u0627\u0647\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0644\u0648\u0647\u0646 \u0644\u0644\u062a\u0644\u062e\u064a\u0635 \u0645\u0646 \u0623\u062c\u0644 \u062a\u0642\u0644\u064a\u0644 \u0637\u0648\u0644 \u0627\u0644\u0645\u0644\u062e\u0635\u060c \u0648\u062a\u0639\u062f\u064a\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0645\u0633\u062a\u062e\u0631\u062c \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0627\u0644\u0622\u062e\u0631 (YAKE: Yet Another Keyword Extractor) \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0643\u0644\u0645\u0627\u062a \u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0623\u0643\u062b\u0631 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u064b \u0628\u0627\u0644\u0645\u062c\u0627\u0644 \u0648\u0623\u0643\u062b\u0631 \u0635\u0644\u0629 \u0628\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0648\u0631\u0642\u0629\u060c \u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u062e\u062a\u0628\u0627\u0631 \u0646\u0645\u0648\u0630\u062c \u0641\u0639\u0627\u0644 \u0648\u062f\u0642\u064a\u0642 \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0646\u0627\u0648\u064a\u0646. \u064a\u062a\u0643\u0648\u0646 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0645\u0646 \u0639\u062f\u0629 \u062e\u0637\u0648\u0627\u062a \u0631\u0626\u064a\u0633\u0629. \u0623\u0648\u0644\u0627\u064b\u060c \u064a\u062a\u0645 \u0625\u062f\u062e\u0627\u0644 \u0646\u0635 \u0627\u0644\u0645\u0644\u062e\u0635 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0646\u0638\u0645\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (NIPS: Neural Information Processing Systems) \u0625\u0644\u0649 \u0627\u0644\u0646\u0638\u0627\u0645. \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u062a\u064f\u0637\u0628\u0642 \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0646\u0635 \u0648\u062a\u0648\u062d\u064a\u062f\u0647. \u062b\u0645 \u064a\u062a\u0645 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062e\u0637\u0648\u0629 \u0627\u0644\u062a\u0644\u062e\u064a\u0635. \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u062a\u064f\u0637\u0628\u0642 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 (YAKE) \u0627\u0644\u0645\u0639\u062f\u0644\u0629 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0627\u0644\u0645\u0648\u0632\u0648\u0646\u0629. \u0648\u0623\u062e\u064a\u0631\u0627\u064b\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u0631\u062c\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u0646\u0647\u0627\u0626\u064a. \u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u060c \u062a\u0645 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0643\u0648\u0646\u0629 \u0645\u0646 700 \u0648\u0631\u0642\u0629 \u0628\u062d\u062b\u064a\u0629 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a. (NIPS) \u062d\u0642\u0642 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0646\u062a\u0627\u0626\u062c \u062c\u064a\u062f\u0629 \u0641\u064a \u0645\u0642\u064a\u0627\u0633 (ROUGE-L)\u060c (BERT F1)\u060c\u00a0 \u0648 \u0641\u064a \u0645\u0642\u064a\u0627\u0633 (SciBERT F1)\u060c \u0645\u062a\u0641\u0648\u0642\u0627\u064b \u0639\u0644\u0649 \u062c\u0645\u064a\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0641\u064a \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629. \u0648\u0641\u064a \u062e\u062a\u0627\u0645 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629\u060c \u0642\u0631\u0631\u062a \u0627\u0644\u0644\u062c\u0646\u0629 \u0645\u0646\u062d \u0627\u0644\u0637\u0627\u0644\u0628 \u0634\u0647\u0627\u062f\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0628\u062a\u0642\u062f\u064a\u0631 \u062c\u064a\u062f \u062c\u062f\u0627 \u0639\u0627\u0644\u064a\u060c \u0645\u062a\u0645\u0646\u064a\u0646 \u0644\u0647 \u0627\u0644\u0645\u0648\u0641\u0642\u0629 \u0648\u0627\u0644\u0646\u062c\u0627\u062d \u0641\u064a \u0645\u0633\u064a\u0631\u062a\u0647 \u0627\u0644\u0627\u0643\u0627\u062f\u064a\u0645\u064a\u0629..… \u0627\u0644\u0645\u0632\u064a\u062f \u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u0645\u064a\u0632 \u0628\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f \u064a\u0634\u0627\u0631\u0643 \u0641\u064a \u0644\u062c\u0646\u0629 \u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0645\u0639\u0647\u062f \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u064a\u0629 \u0644\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627\/ \u062c\u0627\u0645\u0639\u0629 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a<\/span><\/a> … <\/i>Read More<\/span><\/a><\/p>\n","protected":false},"author":209,"featured_media":5863,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"no","_lmt_disable":"","footnotes":""},"categories":[5,91],"tags":[147,66],"class_list":["post-5862","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-91","tag-147","tag-66"],"yoast_head":"\n\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u0645\u064a\u0632 \u0628\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f \u064a\u0634\u0627\u0631\u0643 \u0641\u064a \u0644\u062c\u0646\u0629 \u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0645\u0639\u0647\u062f \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u064a\u0629 \u0644\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627\/ \u062c\u0627\u0645\u0639\u0629 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a<\/title>\n<meta name=\"description\" content=\"\u0634\u0627\u0631\u0643 \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u0645\u064a\u0632\u0640 \u0642\u0633\u0645 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f\u060c \u0627\u0644\u0623\u0633\u062a\u0627\u0630 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0643\u062a\u0648\u0631 (\u0639\u0644\u064a \u064a\u062d\u064a\u0649 \u063a\u0646\u064a)\u060c \u0639\u0636\u0648\u0627 \u0641\u064a \u0644\u062c\u0646\u0629 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\u0628\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f \u064a\u0634\u0627\u0631\u0643 \u0641\u064a \u0644\u062c\u0646\u0629 \u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0645\u0639\u0647\u062f \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u064a\u0629 \u0644\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627\/ \u062c\u0627\u0645\u0639\u0629 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a\" \/>\n<meta property=\"og:description\" content=\"\u0634\u0627\u0631\u0643 \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u064a \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u0645\u064a\u0632\u0640 \u0642\u0633\u0645 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062c\u0627\u0645\u0639\u0629 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