{"id":221976,"date":"2025-11-02T04:52:22","date_gmt":"2025-11-02T05:52:22","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/2109-03009\/"},"modified":"2025-11-02T04:52:22","modified_gmt":"2025-11-02T05:52:22","slug":"2109-03009","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/2109-03009\/","title":{"rendered":"\u0645\u0642\u0627\u0644\u0647 \u0645\u0627\u0698\u0648\u0644 \u062a\u0648\u062c\u0647 \u0645\u062a\u0648\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc"},"content":{"rendered":"<div style=\"background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); padding: 30px; border-radius: 15px; color: white; margin-bottom: 30px;\">\n<h2 style=\"color: white; text-align: center; margin-bottom: 20px;\">\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 \u0639\u0644\u0645\u06cc<\/h2>\n<\/p><\/div>\n<table class=\"paper-info-table\" border=\"1\" cellpadding=\"10\" cellspacing=\"0\" style=\"width: 100%; margin-bottom: 20px; border-collapse: collapse; direction: rtl;\">\n<tr>\n<th style=\"background-color: #1F3A5E; color: white; text-align: right; width: 35%;\">\u0639\u0646\u0648\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647<\/th>\n<td style=\"text-align: right; background-color: #f8f9fa; font-weight: bold;\">\u0645\u0627\u0698\u0648\u0644 \u062a\u0648\u062c\u0647 \u0645\u062a\u0648\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc<\/td>\n<\/tr>\n<tr>\n<th style=\"background-color: #1F3A5E; color: white; text-align: right;\">\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646<\/th>\n<td style=\"text-align: right; background-color: #ffffff;\">Mengyuan Zhou, Jian Ma, Haiqin Yang, Lianxin Jiang, Yang Mo<\/td>\n<\/tr>\n<tr>\n<th style=\"background-color: #1F3A5E; color: white; text-align: right;\">\u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0639\u0644\u0645\u06cc<\/th>\n<td style=\"text-align: right; background-color: #f8f9fa;\">Artificial Intelligence,Computation and Language<\/td>\n<\/tr>\n<\/table>\n<div style=\"border: 2px dashed #4CAF50; border-radius: 16px; padding: 20px; background: #f9fff9; font-family: 'IRANSans', sans-serif;\">\r\n  <h2 style=\"color: #2E7D32; margin-top: 0;\">\ud83d\udcd8 \u0645\u062d\u062a\u0648\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc<\/h2>\r\n  <ul style=\"list-style-type: \u2705; padding-left: 20px; font-size: 16px; line-height: 1.8;\">\r\n    <li>\u0634\u0627\u0645\u0644 <strong>\u0641\u0627\u06cc\u0644 \u0627\u0635\u0644\u06cc \u0645\u0642\u0627\u0644\u0647 (PDF \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc)<\/strong><\/li>\r\n    <li>\u0628\u0647 \u0647\u0645\u0631\u0627\u0647 <strong>\u0641\u0627\u06cc\u0644 PDF \u062a\u0648\u0636\u06cc\u062d \u0641\u0627\u0631\u0633\u06cc<\/strong> \u0628\u0627 \u0628\u06cc\u0627\u0646 \u0633\u0627\u062f\u0647 \u0648 \u0631\u0648\u0627\u0646<\/li>\r\n    <li>\u062f\u0627\u0631\u0627\u06cc <strong>\u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc<\/strong> \u062a\u0648\u0636\u06cc\u062d \u06a9\u0627\u0645\u0644 \u0645\u0642\u0627\u0644\u0647<\/li>\r\n    <li>\u0628\u0647 \u0647\u0645\u0631\u0627\u0647 <strong>\u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642\u200c\u062a\u0631 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0645\u0642\u0627\u0644\u0647<\/li>\r\n  <\/ul>\r\n  <p style=\"color: #388E3C; font-weight: bold; font-size: 18px; margin-top: 20px;\">\r\n    \ud83c\udfaf \u0647\u0645\u0647\u200c\u06cc \u0641\u0627\u06cc\u0644\u200c\u0647\u0627 \u0628\u0627 \u0647\u062f\u0641 \u062f\u0631\u06a9 \u0622\u0633\u0627\u0646 \u0648 \u0633\u0631\u06cc\u0639 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0639\u0644\u0645\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062a\u0647\u06cc\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f.\r\n  <\/p>\r\n  <p style=\"font-size: 16px; line-height: 1.8;\">\r\n    \u0686\u0646\u0627\u0646\u0686\u0647 \u062f\u0631 <strong>\u062f\u0627\u0646\u0644\u0648\u062f \u0641\u0627\u06cc\u0644\u200c\u0647\u0627<\/strong> \u0628\u0627 \u0645\u0634\u06a9\u0644\u06cc \u0645\u0648\u0627\u062c\u0647 \u0634\u062f\u06cc\u062f\u060c \u0644\u0637\u0641\u0627\u064b \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0648\u0627\u062a\u0633\u200c\u0627\u067e \u0628\u0627 \u0634\u0645\u0627\u0631\u0647 \r\n    <strong>09395106248<\/strong> \u06cc\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u06cc\u062f\u06cc \u062a\u0644\u06af\u0631\u0627\u0645 \r\n    <strong>@ma_limbs<\/strong> \u067e\u06cc\u0627\u0645 \u062f\u0647\u06cc\u062f \u062a\u0627 \u0644\u06cc\u0646\u06a9\u200c\u0647\u0627 \u0641\u0648\u0631\u0627\u064b \u0628\u0631\u0627\u06cc\u062a\u0627\u0646 \u0645\u062c\u062f\u062f\u0627\u064b \u0627\u0631\u0633\u0627\u0644 \u0634\u0648\u0646\u062f.\r\n  <\/p>\r\n<\/div>\r\n\n<article class=\"violin-complex-pieces\" style=\"font-family: 'Vazirmatn', sans-serif;color: #2E2E2E;line-height: 1.75;max-width: 800px;margin: 40px auto;padding: 30px;background: #FFFFFF;border-radius: 12px;box-shadow: 0 6px 20px rgba(0,0,0,0.05);\">\n<style>\n.violin-complex-pieces h1 { text-align: center; font-size: 2.8rem; color: #1F3A5E; margin-bottom: 24px; }\n.violin-complex-pieces h2 { position: relative; font-size: 1.9rem; color: #243A5E; margin-top: 36px; margin-bottom: 16px; padding-bottom: 6px; }\n.violin-complex-pieces h2::after { content: \"\"; position: absolute; left: 0; bottom: 0; width: 60px; height: 4px; background: linear-gradient(90deg,#4A90E2,#50E3C2); border-radius: 2px; }\n.section-box { background: #F7F9FC; border: 1px solid #E0E4E8; border-radius: 8px; padding: 24px; margin-top: 20px; transition: transform 0.2s, box-shadow 0.2s; }\n.section-box:hover { transform: translateY(-4px); box-shadow: 0 8px 24px rgba(42,77,102,0.1); }\n.section-box p, .section-box ul { margin-bottom: 12px; }\nul { margin-left: 24px; }\nul li { margin-bottom: 8px; }\n.highlight { background: #EAF4FF; color: #1F3A5E; padding: 3px 6px; border-radius: 4px; font-weight: bold; }\n<\/style>\n<h1>\u0645\u0627\u0698\u0648\u0644 \u062a\u0648\u062c\u0647 \u0645\u062a\u0648\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc<\/h1>\n<div class='section-box'>\n<p>\n                \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLP) \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0634\u0627\u062e\u0647\u200c\u0647\u0627\u06cc \u0645\u0647\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0646\u0642\u0634 \u0628\u0633\u0632\u0627\u06cc\u06cc \u062f\u0631 \u062a\u0639\u0627\u0645\u0644 \u0628\u06cc\u0646 \u0627\u0646\u0633\u0627\u0646 \u0648 \u0645\u0627\u0634\u06cc\u0646 \u0627\u06cc\u0641\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f.  \u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0648 \u0638\u0647\u0648\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0628\u0632\u0631\u06af\u060c \u0634\u0627\u0647\u062f \u0628\u0647\u0628\u0648\u062f \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u062f\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc NLP \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641 \u0628\u0648\u062f\u0647\u200c\u0627\u06cc\u0645. \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u06a9\u0647 \u0628\u0627 \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u0642\u0627\u062f\u0631\u0646\u062f \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0632\u0628\u0627\u0646\u06cc \u0631\u0627 \u0641\u0631\u0627\u06af\u0631\u0641\u062a\u0647 \u0648 \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u067e\u0627\u06cc\u06cc\u0646\u200c\u062f\u0633\u062a\u06cc (downstream tasks) \u0645\u0627\u0646\u0646\u062f \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a\u060c \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc\u060c \u0648 \u067e\u0627\u0633\u062e\u06af\u0648\u06cc\u06cc \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a\u060c \u0628\u0647 \u0646\u062a\u0627\u06cc\u062c \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062f\u0633\u062a \u06cc\u0627\u0628\u0646\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0647\u0645\u0686\u0646\u0627\u0646 \u062c\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u062f\u0631 \u0646\u062d\u0648\u0647 \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc (representation) \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 (tokens) \u06cc\u0627 \u0647\u0645\u0627\u0646 \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u0633\u0627\u0632\u0646\u062f\u0647 \u0645\u062a\u0646 (\u06a9\u0644\u0645\u0627\u062a\u060c \u0632\u06cc\u0631\u06a9\u0644\u0645\u0627\u062a\u060c \u0648 \u063a\u06cc\u0631\u0647) \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0631\u0648\u0634\u06cc \u0646\u0648\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 \u062f\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f.\n            <\/p>\n<\/p><\/div>\n<h2>\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0648 \u0632\u0645\u06cc\u0646\u0647 \u062a\u062d\u0642\u06cc\u0642<\/h2>\n<div class='section-box'>\n<p>\n                \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062a\u0648\u0633\u0637  Mengyuan Zhou, Jian Ma, Haiqin Yang, Lianxin Jiang \u0648 Yang Mo  \u0628\u0647 \u0631\u0634\u062a\u0647 \u062a\u062d\u0631\u06cc\u0631 \u062f\u0631\u0622\u0645\u062f\u0647 \u0627\u0633\u062a. \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u062f\u0627\u0631\u0646\u062f. \u0632\u0645\u06cc\u0646\u0647 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0622\u0646\u200c\u0647\u0627 \u0628\u0631 \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0637\u0631\u0627\u062d\u06cc \u0645\u0627\u0698\u0648\u0644\u200c\u0647\u0627\u06cc \u062a\u0648\u062c\u0647 \u06a9\u0627\u0631\u0622\u0645\u062f \u0648 \u0645\u0648\u062b\u0631 \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f.\n            <\/p>\n<\/p><\/div>\n<h2>\u0686\u06a9\u06cc\u062f\u0647 \u0648 \u062e\u0644\u0627\u0635\u0647 \u0645\u062d\u062a\u0648\u0627<\/h2>\n<div class='section-box'>\n<p>\n                \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u06cc\u06a9 \u0645\u0627\u0698\u0648\u0644 \u0633\u0627\u062f\u0647 \u0627\u0645\u0627 \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0647 \u0646\u0627\u0645 &#8220;\u0645\u0627\u0698\u0648\u0644 \u062a\u0648\u062c\u0647 \u0645\u062a\u0648\u0627\u0644\u06cc&#8221; (Sequential Attention Module &#8211; SAM) \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0641\u0632\u0648\u0646\u0647 (plug-and-play) \u0628\u0631 \u0631\u0648\u06cc \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u0631\u0641\u062a\u0647\u200c\u0634\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0627\u0639\u0645\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f.  \u0647\u062f\u0641 \u0627\u0635\u0644\u06cc SAM \u0628\u0647\u0628\u0648\u062f \u06a9\u06cc\u0641\u06cc\u062a \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 \u0648 \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c \u0627\u0631\u062a\u0642\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641 NLP \u0627\u0633\u062a.\n            <\/p>\n<p>\n                SAM \u0627\u0632 \u062f\u0648 \u0645\u0627\u0698\u0648\u0644 \u062a\u0648\u062c\u0647 \u0627\u0635\u0644\u06cc \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062a\u0648\u0627\u0644\u06cc \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f:\n            <\/p>\n<ul>\n<li>\n                    <b>\u0645\u0627\u0698\u0648\u0644 \u062a\u0648\u062c\u0647 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0645\u062d\u0648\u0631 (Feature-wise Attention Module &#8211; FAM):<\/b> \u0627\u06cc\u0646 \u0645\u0627\u0698\u0648\u0644 \u0627\u0647\u0645\u06cc\u062a \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 (\u0627\u0628\u0639\u0627\u062f) \u062f\u0631 \u0628\u0631\u062f\u0627\u0631 \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646 \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0636\u0631\u0628 \u062f\u0627\u062e\u0644\u06cc (dot-product)\u060c \u062a\u0627\u062b\u06cc\u0631 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631 \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0627\u0635\u0644\u06cc \u062a\u0648\u06a9\u0646 \u062a\u0642\u0648\u06cc\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0647 \u0628\u06cc\u0627\u0646 \u0633\u0627\u062f\u0647\u200c\u062a\u0631\u060c FAM \u0645\u0634\u062e\u0635 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u06a9\u062f\u0627\u0645 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u062f\u0631 \u06cc\u06a9 \u06a9\u0644\u0645\u0647 \u062e\u0627\u0635 \u0645\u0647\u0645\u200c\u062a\u0631 \u0647\u0633\u062a\u0646\u062f \u0648 \u0648\u0632\u0646 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.\n                <\/li>\n<li>\n                    <b>\u0645\u0627\u0698\u0648\u0644 \u062a\u0648\u062c\u0647 \u062a\u0648\u06a9\u0646\u200c\u0645\u062d\u0648\u0631 (Token-wise Attention Module &#8211; TAM):<\/b> \u0627\u06cc\u0646 \u0645\u0627\u0698\u0648\u0644 \u0628\u0647 \u0635\u0648\u0631\u062a \u062a\u0648\u06a9\u0646\u06cc (\u06a9\u0644\u0645\u0647\u200c\u0627\u06cc) \u0639\u0645\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0648\u0632\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0631\u0627 \u0645\u062c\u062f\u062f\u0627\u064b \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. TAM \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u06cc\u0627\u0641\u062a\u0646 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u06cc\u0646 \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062f\u0631 \u06cc\u06a9 \u062c\u0645\u0644\u0647 \u06cc\u0627 \u0645\u062a\u0646 \u0627\u0633\u062a \u0648 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u06cc\u0646 \u0627\u0631\u062a\u0628\u0627\u0637\u060c \u0648\u0632\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f.\n                <\/li>\n<\/ul>\n<p>\n                \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u06cc\u06a9 \u0641\u06cc\u0644\u062a\u0631 \u062a\u0637\u0628\u06cc\u0642\u06cc (adaptive filter) \u0631\u0627 \u0628\u0631 \u0631\u0648\u06cc FAM \u0627\u0639\u0645\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u062a\u0627 \u0627\u0632 \u062a\u0627\u062b\u06cc\u0631 \u0646\u0648\u06cc\u0632 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u062c\u0630\u0628 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u0646\u062f.  \u0628\u0647 \u0627\u06cc\u0646 \u062a\u0631\u062a\u06cc\u0628\u060c FAM \u0642\u0627\u062f\u0631 \u0627\u0633\u062a \u0628\u0627 \u062f\u0642\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0647\u0645 \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u062f \u0648 \u0627\u0632 \u062a\u0627\u062b\u06cc\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u063a\u06cc\u0631\u0645\u0631\u062a\u0628\u0637 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0646\u062f.\n            <\/p>\n<p>\n                \u0646\u062a\u0627\u06cc\u062c \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 SAM  \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0631\u0627 \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641 NLP \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c SAM \u0646\u0642\u0634 \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0631 \u0631\u0627\u0647\u06a9\u0627\u0631 \u0628\u0631\u0646\u062f\u0647 \u062f\u0631 \u062f\u0648 \u0632\u06cc\u0631\u0645\u0633\u0626\u0644\u0647 \u0627\u0632 SemEval&#8217;21 Task 7 \u0627\u06cc\u0641\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.  \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0627\u06cc\u0646 \u0645\u0627\u0698\u0648\u0644 \u062f\u0631 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0648 \u0633\u0647 \u0648\u0638\u06cc\u0641\u0647 \u0631\u0627\u06cc\u062c \u062f\u06cc\u06af\u0631 NLP\u060c \u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f (state-of-the-art baselines) \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631\u06cc \u062f\u0627\u0634\u062a\u0647 \u0627\u0633\u062a.\n            <\/p>\n<\/p><\/div>\n<h2>\u0631\u0648\u0634\u200c\u0634\u0646\u0627\u0633\u06cc \u062a\u062d\u0642\u06cc\u0642<\/h2>\n<div class='section-box'>\n<p>\n                \u0631\u0648\u0634\u200c\u0634\u0646\u0627\u0633\u06cc \u062a\u062d\u0642\u06cc\u0642 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0631 \u067e\u0627\u06cc\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u062a\u062c\u0631\u0628\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u0633\u062a\u0648\u0627\u0631 \u0627\u0633\u062a. \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0627\u0628\u062a\u062f\u0627 SAM \u0631\u0627 \u0628\u0631 \u0631\u0648\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0645\u062e\u062a\u0644\u0641 (\u0645\u0627\u0646\u0646\u062f BERT\u060c RoBERTa \u0648 \u063a\u06cc\u0631\u0647) \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0633\u067e\u0633 \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641 NLP \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f.\n            <\/p>\n<p>\n                \u0628\u0631\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f SAM\u060c \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0648 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0631\u0627\u06cc\u062c \u062f\u0631 \u0647\u0631 \u0648\u0638\u06cc\u0641\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a\u060c \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0645\u062c\u0645\u0648\u0639\u0647 IMDb \u0648 \u0645\u0639\u06cc\u0627\u0631 \u062f\u0642\u062a (accuracy) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0628\u0631\u0627\u06cc \u0633\u0627\u06cc\u0631 \u0648\u0638\u0627\u06cc\u0641 \u0646\u06cc\u0632\u060c \u062f\u0627\u062f\u0647\u200c\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc \u0648 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0622\u0646 \u0648\u0638\u0627\u06cc\u0641 \u0628\u0647 \u06a9\u0627\u0631 \u0631\u0641\u062a\u0647\u200c\u0627\u0646\u062f.\n            <\/p>\n<p>\n                \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u062a\u0627\u062b\u06cc\u0631 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0627\u062c\u0632\u0627\u06cc SAM (FAM \u0648 TAM) \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc ablation study  \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u0647\u200c\u0627\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u060c \u0647\u0631 \u0628\u0627\u0631 \u06cc\u06a9 \u062c\u0632\u0621 \u0627\u0632 SAM \u062d\u0630\u0641 \u0634\u062f\u0647 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627 \u0628\u0647 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0646\u0642\u0634 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0627\u062c\u0632\u0627 \u062f\u0631 \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u06a9\u0644\u06cc SAM \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.\n            <\/p>\n<p>\n                \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u062a\u0627\u062b\u06cc\u0631 \u0641\u06cc\u0644\u062a\u0631 \u062a\u0637\u0628\u06cc\u0642\u06cc \u0628\u0631 \u0631\u0648\u06cc FAM \u067e\u0631\u062f\u0627\u062e\u062a\u0647\u200c\u0627\u0646\u062f.  \u0622\u0646\u200c\u0647\u0627 \u0628\u0627 \u0627\u0639\u0645\u0627\u0644 \u0648 \u0639\u062f\u0645 \u0627\u0639\u0645\u0627\u0644 \u0627\u06cc\u0646 \u0641\u06cc\u0644\u062a\u0631\u060c \u0639\u0645\u0644\u06a9\u0631\u062f FAM \u0631\u0627 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0631\u062f\u0647 \u0648 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0641\u06cc\u0644\u062a\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0627\u0632 \u062a\u0627\u062b\u06cc\u0631 \u0646\u0648\u06cc\u0632 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u062c\u0630\u0628 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u062f.\n            <\/p>\n<p>\n                <b>\u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u06cc:<\/b> \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u062c\u0645\u0644\u0647 &#8220;\u0627\u06cc\u0646 \u0641\u06cc\u0644\u0645 \u0628\u0633\u06cc\u0627\u0631 \u0639\u0627\u0644\u06cc \u0628\u0648\u062f&#8221; \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 SAM \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u06a9\u0646\u06cc\u0645. \u0627\u0628\u062a\u062f\u0627 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647\u060c \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0628\u0631\u062f\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 (\u06a9\u0644\u0645\u0627\u062a) \u062f\u0631 \u0627\u06cc\u0646 \u062c\u0645\u0644\u0647 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0633\u067e\u0633 FAM\u060c \u0628\u0627 \u0628\u0631\u0631\u0633\u06cc \u0627\u0628\u0639\u0627\u062f \u0645\u062e\u062a\u0644\u0641 \u0628\u0631\u062f\u0627\u0631 \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0647\u0631 \u06a9\u0644\u0645\u0647\u060c \u0627\u0647\u0645\u06cc\u062a \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a FAM \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u062f \u06a9\u0647 \u062f\u0631 \u06a9\u0644\u0645\u0647 &#8220;\u0639\u0627\u0644\u06cc&#8221;\u060c \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 &#8220;\u06a9\u06cc\u0641\u06cc\u062a \u0628\u0627\u0644\u0627&#8221; \u0648 &#8220;\u0627\u062d\u0633\u0627\u0633 \u0645\u062b\u0628\u062a&#8221; \u0647\u0633\u062a\u0646\u062f\u060c \u0627\u0647\u0645\u06cc\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u062f\u0627\u0631\u0646\u062f. \u0633\u067e\u0633 TAM \u0628\u0627 \u0628\u0631\u0631\u0633\u06cc \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u06cc\u0646 \u06a9\u0644\u0645\u0627\u062a \u0645\u062e\u062a\u0644\u0641 \u062f\u0631 \u062c\u0645\u0644\u0647\u060c \u0648\u0632\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0631\u0627 \u0645\u062c\u062f\u062f\u0627\u064b \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c TAM \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u062f \u06a9\u0647 \u06a9\u0644\u0645\u0647 &#8220;\u0628\u0633\u06cc\u0627\u0631&#8221; \u0646\u0642\u0634 \u062a\u0642\u0648\u06cc\u062a\u200c\u06a9\u0646\u0646\u062f\u0647 \u062f\u0631 \u062c\u0645\u0644\u0647 \u062f\u0627\u0631\u062f \u0648 \u0648\u0632\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 &#8220;\u0627\u062d\u0633\u0627\u0633 \u0645\u062b\u0628\u062a&#8221; \u062f\u0631 \u06a9\u0644\u0645\u0647 &#8220;\u0639\u0627\u0644\u06cc&#8221; \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u062f. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0628\u0647\u0628\u0648\u062f\u06cc\u0627\u0641\u062a\u0647 \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 \u0628\u0647 \u06cc\u06a9 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u06a9\u0646\u0646\u062f\u0647 (classifier) \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0627 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062c\u0645\u0644\u0647 \u0631\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0646\u062f.\n            <\/p>\n<\/p><\/div>\n<h2>\u06cc\u0627\u0641\u062a\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/h2>\n<div class='section-box'>\n<p>\n                \u06cc\u0627\u0641\u062a\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:\n            <\/p>\n<ul>\n<li>\n                    SAM  \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0631\u0627 \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641 NLP \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u062f.\n                <\/li>\n<li>\n                    FAM  \u0648 TAM  \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062a\u0648\u0627\u0644\u06cc\u060c \u0646\u0642\u0634 \u0645\u06a9\u0645\u0644 \u062f\u0631 \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 \u0627\u06cc\u0641\u0627 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.\n                <\/li>\n<li>\n                    \u0641\u06cc\u0644\u062a\u0631 \u062a\u0637\u0628\u06cc\u0642\u06cc \u0628\u0631 \u0631\u0648\u06cc FAM  \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u062a\u0627\u062b\u06cc\u0631 \u0646\u0648\u06cc\u0632 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u062c\u0630\u0628 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u062f.\n                <\/li>\n<li>\n                    SAM  \u06cc\u06a9 \u0645\u0627\u0698\u0648\u0644 \u0627\u0641\u0632\u0648\u0646\u0647 \u0633\u0627\u062f\u0647 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631 \u0631\u0648\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0645\u062e\u062a\u0644\u0641 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u0648\u062f.\n                <\/li>\n<li>\n                    SAM \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641 NLP \u0627\u0632 \u062c\u0645\u0644\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a\u060c \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u062a\u0646 \u0648 \u067e\u0627\u0633\u062e\u06af\u0648\u06cc\u06cc \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631\u06cc \u0646\u0633\u0628\u062a \u0628\u0647 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.\n                <\/li>\n<\/ul><\/div>\n<h2>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0648 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627<\/h2>\n<div class='section-box'>\n<p>\n                \u0646\u062a\u0627\u06cc\u062c \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u0627\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 NLP \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0628\u0627\u0644\u0642\u0648\u0647 SAM \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:\n            <\/p>\n<ul>\n<li>\n                    \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u062f\u0631 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0648 \u0646\u0638\u0631\u0633\u0646\u062c\u06cc\u200c\u0647\u0627\u06cc \u0622\u0646\u0644\u0627\u06cc\u0646\n                <\/li>\n<li>\n                    \u0627\u0631\u062a\u0642\u0627\u06cc \u06a9\u06cc\u0641\u06cc\u062a \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc\n                <\/li>\n<li>\n                    \u0628\u0647\u0628\u0648\u062f \u062f\u0642\u062a \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0627\u0633\u062e\u06af\u0648\u06cc\u06cc \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a\n                <\/li>\n<li>\n                    \u0627\u0641\u0632\u0627\u06cc\u0634 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062a\u0646\n                <\/li>\n<li>\n                    \u0628\u0647\u0628\u0648\u062f \u062a\u0634\u062e\u06cc\u0635 \u0627\u0633\u067e\u0645 (spam) \u0648 \u0627\u062e\u0628\u0627\u0631 \u062c\u0639\u0644\u06cc\n                <\/li>\n<\/ul>\n<p>\n                <b>\u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627:<\/b> \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0627\u0631\u0627\u0626\u0647 \u06cc\u06a9 \u0631\u0648\u0634 \u0633\u0627\u062f\u0647 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 \u062f\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0627\u0633\u062a.  SAM  \u06cc\u06a9 \u0645\u0627\u0698\u0648\u0644 \u0627\u0641\u0632\u0648\u0646\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631 \u0631\u0648\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0645\u062e\u062a\u0644\u0641 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u0648\u062f \u0648 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0627\u0633\u0627\u0633\u06cc \u062f\u0631 \u0633\u0627\u062e\u062a\u0627\u0631 \u0645\u062f\u0644\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u062f.  \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u060c SAM \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u0645\u062d\u0642\u0642\u0627\u0646 \u0648 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 NLP \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.\n            <\/p>\n<p>\n                 \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0645\u0648\u0641\u0642\u06cc\u062a SAM \u062f\u0631 SemEval&#8217;21 Task 7 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0628\u0627\u0644\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0627\u0698\u0648\u0644 \u062f\u0631 \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 NLP \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0645\u0648\u0641\u0642\u06cc\u062a \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0646\u06af\u06cc\u0632\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0637\u0631\u0627\u062d\u06cc \u0645\u0627\u0698\u0648\u0644\u200c\u0647\u0627\u06cc \u062a\u0648\u062c\u0647 \u06a9\u0627\u0631\u0622\u0645\u062f \u0648 \u0645\u0648\u062b\u0631 \u0628\u0627\u0634\u062f.\n            <\/p>\n<\/p><\/div>\n<h2>\u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc<\/h2>\n<div class='section-box'>\n<p>\n                \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u06cc\u06a9 \u0645\u0627\u0698\u0648\u0644 \u062a\u0648\u062c\u0647 \u0645\u062a\u0648\u0627\u0644\u06cc (SAM) \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0641\u0632\u0648\u0646\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0627\u0639\u0645\u0627\u0644 \u0634\u062f\u0647 \u0648 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641 NLP \u0628\u0647\u0628\u0648\u062f \u0645\u06cc\u200c\u0628\u062e\u0634\u062f.  SAM \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0648 \u0645\u0627\u0698\u0648\u0644 \u062a\u0648\u062c\u0647 \u0627\u0635\u0644\u06cc (FAM \u0648 TAM) \u0648 \u06cc\u06a9 \u0641\u06cc\u0644\u062a\u0631 \u062a\u0637\u0628\u06cc\u0642\u06cc\u060c \u0642\u0627\u062f\u0631 \u0627\u0633\u062a \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u06cc\u062f\u0647 \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0647\u0645 \u0631\u0627 \u0627\u0632 \u0646\u0648\u06cc\u0632 \u062a\u0641\u06a9\u06cc\u06a9 \u06a9\u0646\u062f.\n            <\/p>\n<p>\n                \u0646\u062a\u0627\u06cc\u062c \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 SAM  \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641 NLP \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.  \u0633\u0627\u062f\u06af\u06cc \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f\u06cc SAM  \u0622\u0646 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u0645\u062d\u0642\u0642\u0627\u0646 \u0648 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 NLP \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.\n            <\/p>\n<p>\n                \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0622\u06cc\u0646\u062f\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631 \u0628\u0631\u0631\u0633\u06cc \u062a\u0627\u062b\u06cc\u0631 SAM \u0628\u0631 \u0631\u0648\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af\u062a\u0631 \u0648 \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631\u060c \u0637\u0631\u0627\u062d\u06cc \u0645\u0627\u0698\u0648\u0644\u200c\u0647\u0627\u06cc \u062a\u0648\u062c\u0647 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631\u060c \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f SAM \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f NLP \u062a\u0645\u0631\u06a9\u0632 \u06a9\u0646\u062f.  \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0628\u0631\u0631\u0633\u06cc \u062a\u0627\u062b\u06cc\u0631 SAM \u0628\u0631 \u0631\u0648\u06cc \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0648 \u0648\u0638\u0627\u06cc\u0641 \u062e\u0627\u0635 \u0647\u0631 \u0632\u0628\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u0647\u0631 \u0686\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0627\u06cc\u0646 \u0645\u0627\u0698\u0648\u0644 \u06a9\u0645\u06a9 \u06a9\u0646\u062f.\n            <\/p>\n<\/p><\/div>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 \u0639\u0644\u0645\u06cc \u0639\u0646\u0648\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647 \u0645\u0627\u0698\u0648\u0644 \u062a\u0648\u062c\u0647 \u0645\u062a\u0648\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 Mengyuan Zhou, Jian Ma, Haiqin Yang, [&hellip;]<\/p>\n","protected":false},"featured_media":208799,"comment_status":"open","ping_status":"closed","template":"","meta":{"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}}},"product_cat":[137319,137318],"product_tag":[107,70651,1840,177282,170194,91082,19,1675,1145,91075,139364,10810,15176,177281,59530,35176,50675,172550,138118,139432,177278,139901,117310,177279,1671,177280,59526,50672,15174,105908,142383,1835,177276,143608,177277,261,10805,674,267,42015],"class_list":{"0":"post-221976","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-arxiv","7":"product_cat-137318","8":"product_tag-artificial-intelligence","9":"product_tag-audio-processing","10":"product_tag-deep-learning","11":"product_tag-human-language-processing","12":"product_tag-language-model-improvement","13":"product_tag-language-processing","14":"product_tag-machine-learning","15":"product_tag-natural-language-processing","16":"product_tag-neural-networks","17":"product_tag-pattern-recognition","18":"product_tag-pre-trained-language-models","19":"product_tag-reinforcement-learning","20":"product_tag-sentiment-analysis","21":"product_tag-sequential-attention-module","22":"product_tag-speech-processing","23":"product_tag-supervised-learning","24":"product_tag-text-processing","25":"product_tag-token-representations","26":"product_tag-topic-modeling","27":"product_tag-transformer-networks","28":"product_tag-177278","29":"product_tag-139901","30":"product_tag-117310","31":"product_tag-177279","32":"product_tag-1671","33":"product_tag-177280","34":"product_tag-59526","35":"product_tag-50672","36":"product_tag-15174","37":"product_tag-105908","38":"product_tag-142383","39":"product_tag-1835","40":"product_tag-177276","41":"product_tag-143608","42":"product_tag-177277","43":"product_tag-261","44":"product_tag-10805","45":"product_tag-674","46":"product_tag-267","47":"product_tag-42015","48":"pmpro-has-access","49":"desktop-align-left","50":"tablet-align-left","51":"mobile-align-left","53":"first","54":"instock","55":"downloadable","56":"virtual","57":"purchasable","58":"product-type-simple"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0645\u0642\u0627\u0644\u0647 \u0645\u0627\u0698\u0648\u0644 \u062a\u0648\u062c\u0647 \u0645\u062a\u0648\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/express24.ir\/d\/product\/2109-03009\/\" \/>\n<meta property=\"og:locale\" content=\"fa_IR\" \/>\n<meta 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