{"id":479292,"date":"2023-08-09T10:32:55","date_gmt":"2023-08-09T10:32:55","guid":{"rendered":""},"modified":"2023-09-05T11:18:31","modified_gmt":"2023-09-05T11:18:31","slug":"text-generation","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ar\/wiki\/text-generation\/","title":{"rendered":"\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0646\u0635"},"content":{"rendered":"<p>\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635 \u0647\u0648 \u0639\u0645\u0644\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u062a\u0648\u0649 \u0645\u0643\u062a\u0648\u0628 \u064a\u0634\u0628\u0647 \u0627\u0644\u0625\u0646\u0633\u0627\u0646. \u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646\u060c \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u064a\u0645\u0643\u0646 \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0646\u0635 \u062a\u0642\u0644\u064a\u062f \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u0625\u0646\u062a\u0627\u062c \u0646\u0635 \u0645\u062a\u0645\u0627\u0633\u0643 \u0648\u0630\u064a \u0635\u0644\u0629 \u0628\u0627\u0644\u0633\u064a\u0627\u0642.<\/p>\n<h2>\u062a\u0627\u0631\u064a\u062e \u0623\u0635\u0644 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635 \u0648\u0623\u0648\u0644 \u0630\u0643\u0631 \u0644\u0647<\/h2>\n<p>\u0628\u062f\u0623 \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0646\u0635 \u0641\u064a \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0623\u0648\u0644\u0649 \u0645\u0646 \u0627\u0644\u0644\u063a\u0648\u064a\u0627\u062a \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629\u060c \u0645\u0639 \u0638\u0647\u0648\u0631 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0645\u062b\u0644 ELIZA \u0641\u064a \u0645\u0646\u062a\u0635\u0641 \u0627\u0644\u0633\u062a\u064a\u0646\u064a\u0627\u062a. \u0643\u0627\u0646\u062a \u0647\u0630\u0647 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0628\u0633\u064a\u0637\u0629\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646\u0647\u062c\u064a\u0627\u062a \u0645\u0637\u0627\u0628\u0642\u0629 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0627\u0633\u062a\u0628\u062f\u0627\u0644 \u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u062c\u0627\u0621 \u0627\u0644\u0646\u0645\u0648 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635\u0648\u0635 \u0645\u0639 \u0638\u0647\u0648\u0631 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0645\u062b\u0644 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629 (RNNs) \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u0644\u0627\u062d\u0642\u0629\u060c \u0645\u062b\u0644 GPT \u0648BERT.<\/p>\n<h2>\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u062d\u0648\u0644 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635: \u062a\u0648\u0633\u064a\u0639 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/h2>\n<p>\u064a\u0634\u0645\u0644 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635 \u0627\u0644\u064a\u0648\u0645 \u0623\u0633\u0627\u0644\u064a\u0628 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u0625\u0646\u062a\u0627\u062c \u0646\u0635 \u0630\u064a \u0645\u0639\u0646\u0649 \u0648\u0630\u0648 \u0635\u0644\u0629 \u0628\u0627\u0644\u0633\u064a\u0627\u0642. \u0645\u0646 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0625\u0644\u0649 \u0623\u062f\u0648\u0627\u062a \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0648\u0649\u060c \u0623\u0635\u0628\u062d\u062a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635\u0648\u0635 \u0645\u0646\u062a\u0634\u0631\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639. \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 \u0633\u0644\u0633\u0644\u0629 \u0645\u0627\u0631\u0643\u0648\u0641\u060c \u0648LSTM (\u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0645\u062f\u0649)\u060c \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a. \u062a\u0633\u062a\u0641\u064a\u062f \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 GPT-3 \u0645\u0646 OpenAI \u0645\u0646 \u0645\u0644\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0646\u0635 \u0644\u0627 \u064a\u0645\u0643\u0646 \u062a\u0645\u064a\u064a\u0632\u0647 \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0639\u0646 \u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629.<\/p>\n<h2>\u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0644\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635: \u0643\u064a\u0641 \u064a\u0639\u0645\u0644 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635<\/h2>\n<p>\u062a\u0639\u062a\u0645\u062f \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629. \u0648\u0625\u0644\u064a\u0643 \u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629:<\/p>\n<ol>\n<li><strong>\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f<\/strong>: \u0645\u0637\u0627\u0628\u0642\u0629 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u0642\u0648\u0627\u0644\u0628.<\/li>\n<li><strong>\u0646\u0645\u0627\u0630\u062c \u0633\u0644\u0633\u0644\u0629 \u0645\u0627\u0631\u0643\u0648\u0641<\/strong>: \u0646\u0645\u0648\u0630\u062c \u0625\u062d\u0635\u0627\u0626\u064a \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u062a\u0633\u0644\u0633\u0644 \u0627\u0644\u0643\u0644\u0645\u0627\u062a.<\/li>\n<li><strong>\u0634\u0628\u0643\u0627\u062a RNN<\/strong>: \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0646\u0635 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a.<\/li>\n<li><strong>LSTMs<\/strong>: \u0646\u0648\u0639 \u0645\u0646 RNN \u064a\u0645\u0643\u0646\u0647 \u062a\u0630\u0643\u0631 \u062a\u0633\u0644\u0633\u0644\u0627\u062a \u0637\u0648\u064a\u0644\u0629 \u0645\u0646 \u0627\u0644\u0646\u0635.<\/li>\n<li><strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a<\/strong>: \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647 \u0644\u0648\u0632\u0646 \u0623\u062c\u0632\u0627\u0621 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0646\u0635 \u0627\u0644\u0645\u062f\u062e\u0644.<\/li>\n<\/ol>\n<h2>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635<\/h2>\n<ul>\n<li><strong>\u0627\u0644\u062a\u0645\u0627\u0633\u0643<\/strong>: \u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0628\u0639 \u0627\u0644\u0646\u0635 \u0627\u0644\u0630\u064a \u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647 \u0627\u0644\u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u0646\u0637\u0642\u064a.<\/li>\n<li><strong>\u0627\u0644\u0635\u0644\u0629 \u0627\u0644\u0633\u064a\u0627\u0642\u064a\u0629<\/strong>: \u064a\u062c\u0628 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0644\u0646\u0635 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0644\u0644\u0633\u064a\u0627\u0642.<\/li>\n<li><strong>\u0625\u0650\u0628\u062f\u0627\u0639<\/strong>: \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0625\u0646\u062a\u0627\u062c \u062c\u0645\u0644 \u0648\u0623\u0641\u0643\u0627\u0631 \u062c\u062f\u064a\u062f\u0629.<\/li>\n<li><strong>\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639<\/strong>: \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0646\u0635 \u0639\u0628\u0631 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a.<\/li>\n<\/ul>\n<h2>\u0623\u0646\u0648\u0627\u0639 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0648\u0627\u0644\u0642\u0648\u0627\u0626\u0645<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u064a\u0643\u062a\u0628<\/th>\n<th>\u0648\u0635\u0641<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0627\u0644\u0642\u0648\u0627\u0639\u062f<\/td>\n<td>\u064a\u0633\u062a\u062e\u062f\u0645 \u0642\u0648\u0627\u0639\u062f \u0648\u0642\u0648\u0627\u0644\u0628 \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627.<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629<\/td>\n<td>\u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a.<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u0644\u064a<\/td>\n<td>\u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u0639\u0644\u0645 \u0639\u0645\u064a\u0642<\/td>\n<td>\u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0644\u0644\u062a\u0648\u0644\u064a\u062f.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0637\u0631\u0642 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635 \u0648\u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0648\u062d\u0644\u0648\u0644\u0647\u0627<\/h2>\n<ul>\n<li><strong>\u0627\u0633\u062a\u062e\u062f\u0645 \u062d\u0627\u0644\u0627\u062a<\/strong>: \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649\u060c \u0648\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0623\u0643\u0648\u0627\u062f \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629.<\/li>\n<li><strong>\u0645\u0634\u0627\u0643\u0644<\/strong>: \u0627\u0644\u0627\u0641\u062a\u0642\u0627\u0631 \u0625\u0644\u0649 \u0627\u0644\u0625\u0628\u062f\u0627\u0639\u060c \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u064a\u0632\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u063a\u064a\u0631 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a.<\/li>\n<li><strong>\u062d\u0644\u0648\u0644<\/strong>: \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0648\u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u062a\u0648\u062c\u064a\u0647\u064a\u0629 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629\u060c \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0641\u064a \u0627\u0644\u062d\u0644\u0642\u0629.<\/li>\n<\/ul>\n<h2>\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0623\u062e\u0631\u0649<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u0635\u0641\u0629 \u0645\u0645\u064a\u0632\u0629<\/th>\n<th>\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0646\u0635<\/th>\n<th>\u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0627\u0644\u062a\u0645\u0627\u0633\u0643<\/td>\n<td>\u0639\u0627\u0644\u064a<\/td>\n<td>\u0639\u0627\u0644\u064a \u062c\u062f\u0627<\/td>\n<\/tr>\n<tr>\n<td>\u0625\u0650\u0628\u062f\u0627\u0639<\/td>\n<td>\u0648\u0627\u0633\u0637\u0629<\/td>\n<td>\u0639\u0627\u0644\u064a<\/td>\n<\/tr>\n<tr>\n<td>\u0643\u0641\u0627\u0621\u0629<\/td>\n<td>\u0639\u0627\u0644\u064a \u062c\u062f\u0627<\/td>\n<td>\u0648\u0627\u0633\u0637\u0629<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0648\u062c\u0647\u0627\u062a \u0646\u0638\u0631 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635<\/h2>\n<p>\u0648\u062a\u0634\u0645\u0644 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0634\u0628\u064a\u0647\u0629 \u0628\u0627\u0644\u0625\u0646\u0633\u0627\u0646\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0635\u0641\u0631\u064a\u060c \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a\u060c \u0648\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0645\u062b\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0635\u0648\u062a.<\/p>\n<h2>\u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0623\u0648 \u0631\u0628\u0637\u0647\u0627 \u0628\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0645\u062b\u0644 \u062a\u0644\u0643 \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631\u0647\u0627 OneProxy \u0623\u0646 \u062a\u0644\u0639\u0628 \u062f\u0648\u0631\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627 \u0641\u064a \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0646\u0645\u0627\u0630\u062c \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0645\u0643\u064a\u0646 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u062c\u0647\u0648\u0644 \u0648\u0622\u0645\u0646 \u0645\u0646 \u0627\u0644\u0648\u064a\u0628\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u062a\u0639\u0632\u064a\u0632 \u062a\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062c\u0648\u062f\u062a\u0647\u0627 \u0627\u0644\u062a\u064a \u062a\u063a\u0630\u064a \u0646\u0645\u0627\u0630\u062c \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635.<\/p>\n<h2>\u0631\u0648\u0627\u0628\u0637 \u0630\u0627\u062a \u0639\u0644\u0627\u0642\u0629<\/h2>\n<ul>\n<li><a href=\"https:\/\/openai.com\/research\/gpt-3\" target=\"_new\" rel=\"noopener nofollow\">\u0623\u0648\u0628\u0646 \u0625\u064a\u0647 \u0622\u064a \u062c\u064a \u0628\u064a \u062a\u064a-3<\/a><\/li>\n<li><a href=\"https:\/\/www.nltk.org\/\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/a><\/li>\n<li><a href=\"https:\/\/oneproxy.pro\/ar\/\" target=\"_new\" rel=\"noopener\">\u0645\u0648\u0642\u0639 OneProxy<\/a><\/li>\n<\/ul>\n<p>\u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0646\u0638\u0631\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0646\u0638\u0631\u0629 \u062b\u0627\u0642\u0628\u0629 \u062d\u0648\u0644 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635 \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u062c\u0630\u0648\u0631\u0647 \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0648\u062d\u062a\u0649 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0648\u0627\u062a\u0635\u0627\u0644\u0647 \u0628\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644 \u0645\u062b\u0644 OneProxy. \u0645\u0639 \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0645\u062a\u0637\u0648\u0631 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u064a\u0628\u062f\u0648 \u0645\u0633\u062a\u0642\u0628\u0644 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0639\u062f\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0627\u0644\u0625\u0628\u062f\u0627\u0639 \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0639\u0628\u0631 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a.<\/p>","protected":false},"featured_media":470667,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-479292","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Text Generation<\/mark>","faq_items":[{"question":"What is Text Generation and how did it originate?","answer":"<p>Text generation is the process of utilizing computer algorithms to create human-like written content. It began with rule-based systems in the mid-1960s and has evolved to include machine learning algorithms and deep learning models like RNNs, LSTMs, and Transformer models.<\/p>"},{"question":"What are the main types of Text Generation?","answer":"<p>The main types of text generation include Rule-Based systems that use pre-defined rules and templates, Statistical Models that utilize probabilities and statistics, Machine Learning models that employ algorithms learning from data, and Deep Learning models that utilize neural networks for generation.<\/p>"},{"question":"How does Text Generation work?","answer":"<p>Text generation works through various methods depending on the architecture. Simple rule-based systems use pattern matching, while more advanced models like LSTMs and Transformer models analyze sequences of text, utilize probabilities, or leverage attention mechanisms to generate coherent text.<\/p>"},{"question":"What are some key features and characteristics of Text Generation?","answer":"<p>Key features of text generation include coherency, contextual relevance, creativity, and scalability. Comparatively, text generation often shows high efficiency, medium creativity, and high coherency when contrasted with human writing.<\/p>"},{"question":"What are the common ways to use Text Generation, and what problems might arise?","answer":"<p>Text generation can be used in content writing, chatbots, and code generation. Common problems include lack of creativity, biased data, and unethical use. Solutions to these problems include utilizing diverse training data, following ethical guidelines, and involving human oversight.<\/p>"},{"question":"What are the future prospects for Text Generation?","answer":"<p>Future directions include more human-like text generation, ethical text creation, zero-shot learning, multilingual models, and the integration of multimodal inputs like images and sound.<\/p>"},{"question":"How can proxy servers like OneProxy be associated with Text Generation?","answer":"<p>Proxy servers like those provided by OneProxy can play an essential role in data collection for text generation models. By enabling anonymous and secure scraping of vast amounts of data from the web, proxy servers can enhance the data diversity and quality used in text generation.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/479292","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/479292\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media\/470667"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media?parent=479292"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}