{"id":476792,"date":"2023-08-09T07:36:15","date_gmt":"2023-08-09T07:36:15","guid":{"rendered":""},"modified":"2023-09-05T11:13:27","modified_gmt":"2023-09-05T11:13:27","slug":"dependency-parsing","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ir\/wiki\/dependency-parsing\/","title":{"rendered":"\u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc"},"content":{"rendered":"<p>\u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u06cc\u06a9 \u062a\u06a9\u0646\u06cc\u06a9 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLP) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0628\u0647 \u062f\u0631\u06a9 \u0648 \u0646\u0645\u0627\u06cc\u0634 \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0633\u062a\u0648\u0631\u06cc \u06cc\u06a9 \u062c\u0645\u0644\u0647 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f. \u0633\u062a\u0648\u0646 \u0641\u0642\u0631\u0627\u062a \u0686\u0646\u062f\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0631 NLP \u0645\u0627\u0646\u0646\u062f \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc\u060c \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u067e\u0627\u0633\u062e\u06af\u0648\u06cc\u06cc \u0628\u0647 \u0633\u0648\u0627\u0644 \u0631\u0627 \u062a\u0634\u06a9\u06cc\u0644 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<h2>\u0632\u0645\u06cc\u0646\u0647 \u062a\u0627\u0631\u06cc\u062e\u06cc \u0648 \u0627\u0648\u0644\u06cc\u0646 \u0627\u0634\u0627\u0631\u0647 \u0647\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc<\/h2>\n<p>\u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u0641\u0647\u0648\u0645 \u062f\u0631 \u0633\u0627\u0644 \u0647\u0627\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0632\u0628\u0627\u0646 \u0634\u0646\u0627\u0633\u06cc \u0646\u0638\u0631\u06cc \u0633\u0631\u0686\u0634\u0645\u0647 \u06af\u0631\u0641\u062a. \u0627\u0648\u0644\u06cc\u0646 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0632 \u0646\u0638\u0631\u06cc\u0647 \u0647\u0627\u06cc \u062f\u0633\u062a\u0648\u0631 \u0632\u0628\u0627\u0646 \u0633\u0646\u062a\u06cc \u0627\u0644\u0647\u0627\u0645 \u06af\u0631\u0641\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u067e\u0627\u0646\u06cc\u0646\u06cc\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u0628\u0627\u0646 \u0647\u0646\u062f\u06cc \u0628\u0627\u0633\u062a\u0627\u0646 \u0628\u0627\u0632\u0645\u06cc \u06af\u0631\u062f\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0634\u06a9\u0644 \u0645\u062f\u0631\u0646 \u06af\u0631\u0627\u0645\u0631 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0639\u0645\u062f\u062a\u0627\u064b \u062f\u0631 \u0642\u0631\u0646 \u0628\u06cc\u0633\u062a\u0645 \u062a\u0648\u0633\u0637 \u0632\u0628\u0627\u0646\u200c\u0634\u0646\u0627\u0633 \u0644\u0648\u0633\u06cc\u0646 \u062a\u0633\u0646\u06cc\u0631 \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a.<\/p>\n<p>\u062a\u0646\u06cc\u0631 \u0627\u0635\u0637\u0644\u0627\u062d &quot;\u0648\u0627\u0628\u0633\u062a\u06af\u06cc&quot; \u0631\u0627 \u062f\u0631 \u0627\u062b\u0631 \u0627\u0635\u0644\u06cc \u062e\u0648\u062f &quot;Elements of Structural Syntax&quot; \u06a9\u0647 \u067e\u0633 \u0627\u0632 \u0645\u0631\u06af\u0634 \u062f\u0631 \u0633\u0627\u0644 1959 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u060c \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f. \u0627\u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u06a9\u0631\u062f \u06a9\u0647 \u0631\u0648\u0627\u0628\u0637 \u0646\u062d\u0648\u06cc \u0628\u06cc\u0646 \u06a9\u0644\u0645\u0627\u062a \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0641\u0647\u0648\u0645 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u062c\u0627\u06cc \u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062d\u0648\u0632\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0634\u0648\u062f.<\/p>\n<h2>\u06af\u0633\u062a\u0631\u0634 \u0645\u0648\u0636\u0648\u0639: \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062a\u0641\u0635\u06cc\u0644\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc<\/h2>\n<p>\u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0627 \u0647\u062f\u0641 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0631\u0648\u0627\u0628\u0637 \u062f\u0633\u062a\u0648\u0631\u06cc \u0628\u06cc\u0646 \u06a9\u0644\u0645\u0627\u062a \u062f\u0631 \u06cc\u06a9 \u062c\u0645\u0644\u0647 \u0648 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0622\u0646\u0647\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0631\u062e\u062a\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0647\u0631 \u06af\u0631\u0647 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u06a9\u0644\u0645\u0647 \u0627\u0633\u062a \u0648 \u0647\u0631 \u06cc\u0627\u0644 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u0631\u0627\u0628\u0637\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u06cc\u0646 \u06a9\u0644\u0645\u0627\u062a \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u060c \u06cc\u06a9 \u06a9\u0644\u0645\u0647 (\u0633\u0631) \u0628\u0631 \u06a9\u0644\u0645\u0627\u062a \u062f\u06cc\u06af\u0631 (\u0648\u0627\u0628\u0633\u062a\u06af\u0627\u0646) \u062d\u0627\u06a9\u0645 \u0627\u0633\u062a \u06cc\u0627 \u0628\u0647 \u0622\u0646 \u0648\u0627\u0628\u0633\u062a\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0627\u06cc\u0646 \u062c\u0645\u0644\u0647 \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f: &quot;\u062c\u0627\u0646 \u062a\u0648\u067e \u0631\u0627 \u067e\u0631\u062a\u0627\u0628 \u06a9\u0631\u062f.&quot; \u062f\u0631 \u062f\u0631\u062e\u062a \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u060c &quot;\u067e\u0631\u062a\u0627\u0628&quot; \u0631\u06cc\u0634\u0647 (\u06cc\u0627 \u0633\u0631) \u062c\u0645\u0644\u0647 \u0627\u0633\u062a\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 &quot;\u062c\u0627\u0646&quot; \u0648 &quot;\u062a\u0648\u067e&quot; \u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0647 \u0622\u0646 \u0647\u0633\u062a\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c &quot;\u062a\u0648\u067e&quot; \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 &quot;the&quot; \u0648 &quot;\u062a\u0648\u067e&quot; \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0631\u062f \u06a9\u0647 &quot;\u062a\u0648\u067e&quot; \u0633\u0631 \u0648 &quot;the&quot; \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0647 \u0622\u0646 \u0627\u0633\u062a.<\/p>\n<h2>\u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062e\u0644\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc: \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<\/h2>\n<p>\u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0634\u0627\u0645\u0644 \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u0627\u0633\u062a:<\/p>\n<ol>\n<li><strong>\u062a\u0648\u06a9\u0646 \u0633\u0627\u0632\u06cc:<\/strong> \u0645\u062a\u0646 \u0628\u0647 \u06a9\u0644\u0645\u0627\u062a \u06cc\u0627 \u0646\u0634\u0627\u0646\u0647\u200c\u0647\u0627 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/li>\n<li><strong>\u0628\u0631\u0686\u0633\u0628 \u0628\u062e\u0634\u06cc \u0627\u0632 \u06af\u0641\u062a\u0627\u0631 (POS):<\/strong> \u0647\u0631 \u0646\u0634\u0627\u0646\u0647 \u0628\u0627 \u0628\u062e\u0634 \u0645\u0646\u0627\u0633\u0628 \u06af\u0641\u062a\u0627\u0631 \u062e\u0648\u062f \u0645\u0627\u0646\u0646\u062f \u0627\u0633\u0645\u060c \u0641\u0639\u0644\u060c \u0635\u0641\u062a \u0648 \u063a\u06cc\u0631\u0647 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li><strong>\u062a\u062e\u0635\u06cc\u0635 \u0631\u0627\u0628\u0637\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc:<\/strong> \u06cc\u06a9 \u0631\u0627\u0628\u0637\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u06cc\u0646 \u062a\u0648\u06a9\u0646 \u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0642\u0648\u0627\u0646\u06cc\u0646 \u06af\u0631\u0627\u0645\u0631 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062f\u0631 \u0632\u0628\u0627\u0646 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc\u060c \u0641\u0627\u0639\u0644 \u06cc\u06a9 \u0641\u0639\u0644 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u062f\u0631 \u0633\u0645\u062a \u0686\u067e \u0622\u0646 \u0627\u0633\u062a \u0648 \u0645\u0641\u0639\u0648\u0644 \u062f\u0631 \u0633\u0645\u062a \u0631\u0627\u0633\u062a \u0622\u0646 \u0627\u0633\u062a.<\/li>\n<li><strong>\u0633\u0627\u062e\u062a \u062f\u0631\u062e\u062a:<\/strong> \u06cc\u06a9 \u062f\u0631\u062e\u062a \u062a\u062c\u0632\u06cc\u0647 \u0628\u0627 \u06a9\u0644\u0645\u0627\u062a \u0628\u0631\u0686\u0633\u0628 \u0632\u062f\u0647 \u0634\u062f\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06af\u0631\u0647 \u0648 \u0631\u0648\u0627\u0628\u0637 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u0627\u0644 \u0633\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<\/ol>\n<h2>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc<\/h2>\n<p>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0627\u0633\u0627\u0633\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ul>\n<li><strong>\u062c\u0647\u062a \u06af\u06cc\u0631\u06cc:<\/strong> \u0631\u0648\u0627\u0628\u0637 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0630\u0627\u062a\u0627 \u062c\u0647\u062a \u062f\u0627\u0631 \u0647\u0633\u062a\u0646\u062f\u060c \u06cc\u0639\u0646\u06cc \u0627\u0632 \u0633\u0631 \u0628\u0647 \u0633\u0645\u062a \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u062c\u0631\u06cc\u0627\u0646 \u062f\u0627\u0631\u0646\u062f.<\/li>\n<li><strong>\u0631\u0648\u0627\u0628\u0637 \u062f\u0648\u062f\u0648\u06cc\u06cc:<\/strong> \u0647\u0631 \u0631\u0627\u0628\u0637\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0641\u0642\u0637 \u0634\u0627\u0645\u0644 \u062f\u0648 \u0639\u0646\u0635\u0631 \u0633\u0631 \u0648 \u0648\u0627\u0628\u0633\u062a\u0647 \u0627\u0633\u062a.<\/li>\n<li><strong>\u0633\u0627\u062e\u062a\u0627\u0631:<\/strong> \u0627\u06cc\u0646 \u06cc\u06a9 \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0631\u062e\u062a \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0646\u0645\u0627\u06cc \u0633\u0644\u0633\u0644\u0647 \u0645\u0631\u0627\u062a\u0628\u06cc \u0627\u0632 \u062c\u0645\u0644\u0647 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li><strong>\u0627\u0646\u0648\u0627\u0639 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc:<\/strong> \u0631\u0627\u0628\u0637\u0647 \u0628\u06cc\u0646 \u0633\u0631 \u0648 \u0648\u0627\u0628\u0633\u062a\u06af\u0627\u0646 \u0622\u0646 \u0628\u0647 \u0635\u0631\u0627\u062d\u062a \u0628\u0627 \u0627\u0646\u0648\u0627\u0639 \u0631\u0627\u0628\u0637\u0647 \u06af\u0631\u0627\u0645\u0631\u06cc \u0645\u0627\u0646\u0646\u062f &quot;\u0645\u0648\u0636\u0648\u0639&quot;\u060c &quot;\u0645\u0641\u0639\u0648\u0644&quot;\u060c &quot;\u0627\u0635\u0644\u0627\u062d \u06a9\u0646\u0646\u062f\u0647&quot; \u0648 \u063a\u06cc\u0631\u0647 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<h2>\u0627\u0646\u0648\u0627\u0639 \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc<\/h2>\n<p>\u062f\u0648 \u0646\u0648\u0639 \u0627\u0635\u0644\u06cc \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n<ol>\n<li>\n<p><strong>\u0645\u062f\u0644 \u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0646\u0645\u0648\u062f\u0627\u0631:<\/strong> \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u062a\u0645\u0627\u0645 \u062f\u0631\u062e\u062a\u200c\u0647\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0645\u0645\u06a9\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u062c\u0645\u0644\u0647 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0628\u0647 \u0622\u0646\u0647\u0627 \u0627\u0645\u062a\u06cc\u0627\u0632 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. \u062f\u0631\u062e\u062a \u0628\u0627 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0627\u0645\u062a\u06cc\u0627\u0632 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u0634\u0648\u062f. \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0646\u0645\u0648\u062f\u0627\u0631\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0622\u06cc\u0632\u0646\u0631 \u0627\u0633\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u062f\u0644 \u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u0646\u062a\u0642\u0627\u0644:<\/strong> \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627 \u062f\u0631\u062e\u062a\u0627\u0646 \u062a\u062c\u0632\u06cc\u0647 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062a\u062f\u0631\u06cc\u062c\u06cc \u0645\u06cc \u0633\u0627\u0632\u0646\u062f. \u0622\u0646\u0647\u0627 \u0628\u0627 \u06cc\u06a9 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0634\u0631\u0648\u0639 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u062f\u0646\u0628\u0627\u0644\u0647 \u0627\u06cc \u0627\u0632 \u0627\u0642\u062f\u0627\u0645\u0627\u062a (\u0645\u0627\u0646\u0646\u062f SHIFT\u060c REDUCE) \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0631\u062e\u062a \u062a\u062c\u0632\u06cc\u0647 \u0627\u0639\u0645\u0627\u0644 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u06cc\u06a9 \u0645\u062f\u0644 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u0646\u062a\u0642\u0627\u0644\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0642\u0648\u0633 \u0627\u0633\u062a.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0631\u0627\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u060c \u0645\u0633\u0627\u0626\u0644 \u0648 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0622\u0646\u0647\u0627<\/h2>\n<p>\u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0637\u0648\u0631 \u06af\u0633\u062a\u0631\u062f\u0647 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc NLP \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f\u060c \u0627\u0632 \u062c\u0645\u0644\u0647:<\/p>\n<ul>\n<li><strong>\u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc:<\/strong> \u0627\u06cc\u0646 \u0628\u0647 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0631\u0648\u0627\u0628\u0637 \u062f\u0633\u062a\u0648\u0631\u06cc \u062f\u0631 \u0632\u0628\u0627\u0646 \u0645\u0628\u062f\u0623 \u0648 \u062d\u0641\u0638 \u0622\u0646\u0647\u0627 \u062f\u0631 \u0645\u062a\u0646 \u062a\u0631\u062c\u0645\u0647 \u0634\u062f\u0647 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li><strong>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a:<\/strong> \u0628\u0647 \u062f\u0631\u06a9 \u0645\u0639\u0646\u0627\u06cc \u0645\u062a\u0646 \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0641\u06cc\u062f \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li><strong>\u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a:<\/strong> \u0628\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u200c\u0647\u0627\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u062f\u0631\u06a9 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0627\u062d\u0633\u0627\u0633 \u06cc\u06a9 \u062c\u0645\u0644\u0647 \u06a9\u0645\u06a9 \u06a9\u0631\u062f.<\/li>\n<\/ul>\n<p>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0627 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc \u062e\u0648\u062f \u0647\u0645\u0631\u0627\u0647 \u0627\u0633\u062a:<\/p>\n<ul>\n<li><strong>\u06af\u0646\u06af:<\/strong> \u0627\u0628\u0647\u0627\u0645 \u062f\u0631 \u0632\u0628\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0646\u062c\u0631 \u0628\u0647 \u0686\u0646\u062f\u06cc\u0646 \u062f\u0631\u062e\u062a \u062a\u062c\u0632\u06cc\u0647 \u0645\u0639\u062a\u0628\u0631 \u0634\u0648\u062f. \u062d\u0644 \u0627\u06cc\u0646 \u06af\u0648\u0646\u0647 \u0627\u0628\u0647\u0627\u0645\u0627\u062a \u06a9\u0627\u0631\u06cc \u0686\u0627\u0644\u0634 \u0628\u0631\u0627\u0646\u06af\u06cc\u0632 \u0627\u0633\u062a.<\/li>\n<li><strong>\u06a9\u0627\u0631\u0627\u06cc\u06cc:<\/strong> \u062a\u062c\u0632\u06cc\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0646\u0638\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0641\u0634\u0631\u062f\u0647 \u0628\u0627\u0634\u062f\u060c \u0628\u0647 \u062e\u0635\u0648\u0635 \u0628\u0631\u0627\u06cc \u062c\u0645\u0644\u0627\u062a \u0637\u0648\u0644\u0627\u0646\u06cc.<\/li>\n<\/ul>\n<p>\u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627\u06cc \u0631\u0627\u0647 \u062d\u0644:<\/p>\n<ul>\n<li><strong>\u0641\u0631\u0627\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646:<\/strong> \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u0627\u0628\u0647\u0627\u0645\u200c\u0632\u062f\u0627\u06cc\u06cc \u0628\u06cc\u0646 \u0686\u0646\u062f\u06cc\u0646 \u062f\u0631\u062e\u062a \u062a\u062c\u0632\u06cc\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/li>\n<li><strong>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc:<\/strong> \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u062c\u0632\u06cc\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f.<\/li>\n<\/ul>\n<h2>\u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0645\u0634\u0627\u0628\u0647<\/h2>\n<table>\n<thead>\n<tr>\n<th><\/th>\n<th>\u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc<\/th>\n<th>\u062a\u062c\u0632\u06cc\u0647 \u062d\u0648\u0632\u0647 \u0627\u0646\u062a\u062e\u0627\u0628\u06cc\u0647<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u062a\u0645\u0631\u06a9\u0632<\/td>\n<td>\u0631\u0648\u0627\u0628\u0637 \u0628\u0627\u06cc\u0646\u0631\u06cc (\u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0647 \u0633\u0631)<\/td>\n<td>\u062a\u0631\u06a9\u06cc\u0628\u0627\u062a \u0639\u0628\u0627\u0631\u062a\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u0633\u0627\u062e\u062a\u0627\u0631<\/td>\n<td>\u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0631\u062e\u062a \u0645\u0627\u0646\u0646\u062f\u060c \u0628\u0627 \u06cc\u06a9 \u0648\u0627\u0644\u062f \u0628\u0631\u0627\u06cc \u0647\u0631 \u06a9\u0644\u0645\u0647 \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0627\u0633\u062a<\/td>\n<td>\u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0631\u062e\u062a \u0645\u0627\u0646\u0646\u062f\u060c \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0686\u0646\u062f \u0648\u0627\u0644\u062f\u06cc\u0646 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u06a9\u0644\u0645\u0647<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc<\/td>\n<td>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u060c \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a<\/td>\n<td>\u062a\u0648\u0644\u06cc\u062f \u062c\u0645\u0644\u0647\u060c \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0686\u0634\u0645 \u0627\u0646\u062f\u0627\u0632\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc<\/h2>\n<p>\u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0634\u0648\u062f. \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0645\u0627\u0646\u0646\u062f \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631\u0647\u0627 \u0648 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc (RNN) \u0633\u0647\u0645 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0632\u0645\u06cc\u0646\u0647 \u062f\u0627\u0631\u0646\u062f.<\/p>\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0686\u0646\u062f \u0632\u0628\u0627\u0646\u0647 \u0648 \u0628\u06cc\u0646 \u0632\u0628\u0627\u0646\u06cc \u06cc\u06a9 \u062d\u0648\u0632\u0647 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0631\u0648 \u0628\u0647 \u0631\u0634\u062f \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u0646\u0627\u0628\u0639 \u06a9\u0645\u062a\u0631\u06cc \u062f\u0627\u0631\u0646\u062f\u060c \u062f\u0631\u06a9 \u0648 \u062a\u0631\u062c\u0645\u0647 \u06a9\u0646\u0646\u062f.<\/p>\n<h2>\u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc<\/h2>\n<p>\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0628\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u062a\u0639\u0627\u0645\u0644 \u0646\u062f\u0627\u0631\u0646\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0622\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0633\u0647\u06cc\u0644 \u0648\u0638\u0627\u06cc\u0641 NLP \u06a9\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u0633\u0631\u0648\u0631 \u067e\u0631\u0627\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0628 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0647\u0627\u06cc NLP\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0645\u062f\u0644 \u0647\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u0627\u06cc \u0627\u0632 \u0646\u0627\u0634\u0646\u0627\u0633 \u0628\u0648\u062f\u0646 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0627\u0632 \u0627\u06cc\u0646 \u0637\u0631\u06cc\u0642 \u0627\u0632 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0627\u0641\u0631\u0627\u062f \u06cc\u0627 \u0633\u0627\u0632\u0645\u0627\u0646 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u0639\u0645\u0644\u06cc\u0627\u062a \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u0646\u062f \u0645\u062d\u0627\u0641\u0638\u062a \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h2>\u0644\u06cc\u0646\u06a9 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647<\/h2>\n<ol>\n<li><a href=\"https:\/\/nlp.stanford.edu\/pubs\/Dozat2017Dependency.pdf\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u0642\u0627\u0644\u0647 \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u062c\u0647\u0627\u0646\u06cc \u0627\u0633\u062a\u0646\u0641\u0648\u0631\u062f<\/a><\/li>\n<li><a href=\"https:\/\/spacy.io\/api\/dependencyparser\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u062a\u062c\u0632\u06cc\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc Spacy<\/a><\/li>\n<li><a href=\"https:\/\/www.sketchengine.eu\/user-guide\/user-manual\/corpora-by-languages\/dependency-grammar\/\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u0642\u062f\u0645\u0647 \u0627\u06cc \u0628\u0631 \u06af\u0631\u0627\u0645\u0631 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc<\/a><\/li>\n<li><a href=\"https:\/\/www.researchgate.net\/publication\/227988873_Lucien_Tesniere&#039;s_&#039;Elements_de_syntaxe_structurale&#039;_Fifty_years_on_1959-2009\" target=\"_new\" rel=\"noopener nofollow\">\u0644\u0648\u0633\u06cc\u0646 \u062a\u0646\u06cc\u0631 \u0648 \u06af\u0631\u0627\u0645\u0631 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc<\/a><\/li>\n<\/ol>","protected":false},"featured_media":468201,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476792","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Dependency Parsing: An Informative Guide<\/mark>","faq_items":[{"question":"What is Dependency Parsing?","answer":"<p>Dependency Parsing is a technique used in Natural Language Processing (NLP) to understand and represent the grammatical structure of a sentence. It forms the core of various applications in NLP, such as machine translation, information extraction, and question-answering systems.<\/p>"},{"question":"Who introduced the concept of Dependency Parsing?","answer":"<p>The concept of Dependency Parsing was introduced by Lucien Tesni\u00e8re in his work \"Elements of Structural Syntax,\" published in 1959. The idea originates from traditional grammatical theories, with its modern form developed by Tesni\u00e8re in the 20th century.<\/p>"},{"question":"What is the process of Dependency Parsing?","answer":"<p>Dependency Parsing involves several stages: Tokenization (dividing the text into individual words), Part-of-Speech (POS) Tagging (labeling each word with its part of speech), Dependency Relation Assignment (assigning a dependency relation between words based on the rules of dependency grammar), and Tree Construction (constructing a parse tree with words as nodes and dependency relations as edges).<\/p>"},{"question":"What are the key features of Dependency Parsing?","answer":"<p>Key features of Dependency Parsing include directionality (dependency relations are directional), binary relations (each dependency relation involves only two elements), a tree-like structure, and explicit labeling of dependency types (the relation between the head and its dependents is explicitly labeled with grammatical relation types).<\/p>"},{"question":"What are the different types of Dependency Parsing methods?","answer":"<p>There are primarily two types of Dependency Parsing methods: Graph-Based Models, which generate and score all possible parse trees for a sentence, and Transition-Based Models, which build parse trees incrementally, applying a sequence of actions to derive a parse tree.<\/p>"},{"question":"How is Dependency Parsing used?","answer":"<p>Dependency Parsing is used in several NLP applications like machine translation, where it helps in identifying grammatical relations in the source language, information extraction, where it aids in understanding the meaning of the text, and sentiment analysis, where it helps understand the sentiment of a sentence more accurately.<\/p>"},{"question":"How do Proxy Servers relate to Dependency Parsing?","answer":"<p>While proxy servers don't directly interact with Dependency Parsing, they can be used to facilitate NLP tasks that use this technique. For instance, a proxy server can be used to scrape web data for training NLP models, including those for Dependency Parsing, providing a layer of anonymity that protects the privacy of the individuals or organizations conducting these operations.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/476792","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/476792\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media\/468201"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media?parent=476792"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}