{"id":478206,"date":"2023-08-09T09:28:58","date_gmt":"2023-08-09T09:28:58","guid":{"rendered":""},"modified":"2023-09-05T11:16:18","modified_gmt":"2023-09-05T11:16:18","slug":"n-grams","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/in\/wiki\/n-grams\/","title":{"rendered":"\u090f\u0928-\u0917\u094d\u0930\u093e\u092e"},"content":{"rendered":"<p>\u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0938\u0902\u0915\u094d\u0937\u093f\u092a\u094d\u0924 \u091c\u093e\u0928\u0915\u093e\u0930\u0940<\/p>\n<p>\u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0915\u093f\u0938\u0940 \u0926\u093f\u090f \u0917\u090f \u091f\u0947\u0915\u094d\u0938\u094d\u091f \u092f\u093e \u092d\u093e\u0937\u0923 \u0915\u0947 \u0928\u092e\u0942\u0928\u0947 \u0938\u0947 &#039;\u090f\u0928&#039; \u0906\u0907\u091f\u092e \u0915\u0947 \u0938\u0928\u094d\u0928\u093f\u0939\u093f\u0924 \u0905\u0928\u0941\u0915\u094d\u0930\u092e \u0939\u0948\u0902\u0964 \u0907\u0928\u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (\u090f\u0928\u090f\u0932\u092a\u0940), \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u092d\u093e\u0937\u093e \u092e\u0949\u0921\u0932\u093f\u0902\u0917 \u0914\u0930 \u092a\u0948\u091f\u0930\u094d\u0928 \u092a\u0939\u091a\u093e\u0928 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0906\u0915\u093e\u0930 1 \u0915\u0947 \u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0915\u094b &quot;\u092f\u0942\u0928\u0940\u0917\u094d\u0930\u093e\u092e&quot; \u0915\u0939\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0906\u0915\u093e\u0930 2 \u0915\u094b &quot;\u092c\u093f\u0917\u094d\u0930\u093e\u092e&quot; \u0915\u0939\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0906\u0915\u093e\u0930 3 \u0915\u094b &quot;\u091f\u094d\u0930\u093f\u0917\u094d\u0930\u093e\u092e&quot; \u0915\u0939\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0907\u0924\u094d\u092f\u093e\u0926\u093f\u0964<\/p>\n<h2>\u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0915\u0940 \u0909\u0924\u094d\u092a\u0924\u094d\u0924\u093f \u0915\u093e \u0907\u0924\u093f\u0939\u093e\u0938 \u0914\u0930 \u0907\u0938\u0915\u093e \u092a\u0939\u0932\u093e \u0909\u0932\u094d\u0932\u0947\u0916<\/h2>\n<p>\u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0915\u0940 \u0936\u0941\u0930\u0941\u0906\u0924 \u0939\u093e\u0930\u094d\u0935\u0930\u094d\u0921 \u0915\u0947 \u0917\u0923\u093f\u0924\u091c\u094d\u091e \u0914\u0930 \u0915\u094d\u0930\u093f\u092a\u094d\u091f\u094b\u090f\u0928\u093e\u0932\u093f\u0938\u094d\u091f \u0935\u0949\u0930\u0947\u0928 \u0935\u0940\u0935\u0930 \u0928\u0947 1949 \u092e\u0947\u0902 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u092e\u0936\u0940\u0928 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\u0936\u092c\u094d\u0926 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u0915\u0940 \u0917\u0923\u0928\u093e \u0906\u0935\u0943\u0924\u094d\u0924\u093f \u0917\u0923\u0928\u093e \u0914\u0930 \u0905\u0927\u093f\u0915\u0924\u092e \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0915\u0940 \u091c\u093e \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/p>\n<h2>\u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0915\u0940 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/h2>\n<ul>\n<li><strong>\u0938\u093e\u0926\u0917\u0940:<\/strong> \u0917\u0923\u0928\u093e \u0915\u0930\u0928\u093e \u0914\u0930 \u0938\u092e\u091d\u0928\u093e \u0906\u0938\u093e\u0928 \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u094d\u0915\u0947\u0932\u0947\u092c\u093f\u0932\u093f\u091f\u0940:<\/strong> \u0915\u093f\u0938\u0940 \u092d\u0940 &#039;n&#039; \u092e\u093e\u0928 \u0924\u0915 \u0935\u093f\u0938\u094d\u0924\u093e\u0930\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u0902\u0926\u0930\u094d\u092d \u0938\u0902\u0935\u0947\u0926\u0928\u0936\u0940\u0932\u0924\u093e:<\/strong> \u0909\u091a\u094d\u091a &#039;n&#039; \u092e\u093e\u0928 \u0905\u0927\u093f\u0915 \u0938\u0902\u0926\u0930\u094d\u092d \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0932\u0947\u0915\u093f\u0928 \u0935\u093f\u0930\u0932\u0924\u093e \u0938\u0902\u092c\u0902\u0927\u0940 \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902 \u092a\u0948\u0926\u093e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u092c\u0939\u0941\u092e\u0941\u0916\u0940 \u092a\u094d\u0930\u0924\u093f\u092d\u093e:<\/strong> \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923, \u091c\u0948\u0935 \u0938\u0942\u091a\u0928\u093e \u0935\u093f\u091c\u094d\u091e\u093e\u0928 \u0906\u0926\u093f \u091c\u0948\u0938\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n<h2>\u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930: \u0936\u094d\u0930\u0947\u0923\u093f\u092f\u093e\u0901 \u0914\u0930 \u0909\u0926\u093e\u0939\u0930\u0923<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u092a\u094d\u0930\u0915\u093e\u0930<\/th>\n<th>\u0909\u0926\u093e\u0939\u0930\u0923<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u092f\u0942\u0928\u093f\u0917\u094d\u0930\u093e\u092e<\/td>\n<td>(\u092e\u0941\u091d\u0947 \u0915\u0949\u092b\u093c\u0940 \u092a\u0938\u0902\u0926 \u0939\u0948)<\/td>\n<\/tr>\n<tr>\n<td>\u092c\u093e\u0907\u0917\u094d\u0930\u093e\u092e<\/td>\n<td>(\u092e\u0948\u0902, \u092a\u094d\u092f\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0942\u0901), (\u092a\u094d\u092f\u093e\u0930, \u0915\u0949\u092b\u093c\u0940)<\/td>\n<\/tr>\n<tr>\n<td>\u0924\u094d\u0930\u093f\u0917\u094d\u0930\u093e\u092e<\/td>\n<td>(\u092e\u0941\u091d\u0947 \u0915\u0949\u092b\u093c\u0940 \u092a\u0938\u0902\u0926 \u0939\u0948)<\/td>\n<\/tr>\n<tr>\n<td>4-\u0917\u094d\u0930\u093e\u092e<\/td>\n<td>(\u092e\u0941\u091d\u0947, \u0915\u093e\u0932\u0940, \u0915\u0949\u092b\u0940, \u092c\u0939\u0941\u0924, \u092a\u0938\u0902\u0926, \u0939\u0948)<\/td>\n<\/tr>\n<tr>\n<td>\u2026<\/td>\n<td>\u2026<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947, \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902 \u0914\u0930 \u0909\u0928\u0915\u0947 \u0938\u092e\u093e\u0927\u093e\u0928<\/h2>\n<h3>\u0909\u092a\u092f\u094b\u0917:<\/h3>\n<ul>\n<li>\u092a\u093e\u0920 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923<\/li>\n<li>\u092d\u093e\u0935\u0928\u093e\u0913\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/li>\n<li>\u0935\u093e\u0915\u094d \u092a\u0939\u091a\u093e\u0928<\/li>\n<li>\u092e\u0936\u0940\u0928 \u0905\u0928\u0941\u0935\u093e\u0926<\/li>\n<\/ul>\n<h3>\u0938\u092e\u0938\u094d\u092f\u093e:<\/h3>\n<ul>\n<li><strong>\u0921\u0947\u091f\u093e \u0935\u093f\u0930\u0932\u0924\u093e:<\/strong> \u0926\u0941\u0930\u094d\u0932\u092d \u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0938\u0947 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0932\u093e\u0917\u0924:<\/strong> \u0909\u091a\u094d\u091a &#039;n&#039; \u092e\u093e\u0928 \u091c\u091f\u093f\u0932\u0924\u093e \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<h3>\u0938\u092e\u093e\u0927\u093e\u0928:<\/h3>\n<ul>\n<li><strong>\u091a\u094c\u0930\u0938\u093e\u0908 \u0924\u0915\u0928\u0940\u0915:<\/strong> \u0921\u0947\u091f\u093e \u0935\u093f\u0930\u0932\u0924\u093e \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f.<\/li>\n<li><strong>&#039;\u090f\u0928&#039; \u0915\u094b \u0938\u0940\u092e\u093f\u0924 \u0915\u0930\u0928\u093e:<\/strong> \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0932\u093e\u0917\u0924 \u0915\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0930\u0928\u093e\u0964<\/li>\n<\/ul>\n<h2>\u092e\u0941\u0916\u094d\u092f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u0914\u0930 \u0938\u092e\u093e\u0928 \u0936\u092c\u094d\u0926\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0924\u0941\u0932\u0928\u093e<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u0935\u093f\u0936\u0947\u0937\u0924\u093e<\/th>\n<th>\u090f\u0928-\u0917\u094d\u0930\u093e\u092e<\/th>\n<th>\u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u091a\u0947\u0928<\/th>\n<th>\u092c\u0948\u0917 \u0915\u0908 \u0936\u092c\u094d\u0926<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u092a\u094d\u0930\u0938\u0902\u0917<\/td>\n<td>\u0939\u093e\u0901<\/td>\n<td>\u0938\u0940\u092e\u093f\u0924<\/td>\n<td>\u0928\u0939\u0940\u0902<\/td>\n<\/tr>\n<tr>\n<td>\u0906\u0926\u0947\u0936<\/td>\n<td>\u0939\u093e\u0901<\/td>\n<td>\u0939\u093e\u0901<\/td>\n<td>\u0928\u0939\u0940\u0902<\/td>\n<\/tr>\n<tr>\n<td>\u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932<\/td>\n<td>\u092e\u0927\u094d\u092f\u092e<\/td>\n<td>\u0915\u092e<\/td>\n<td>\u0915\u092e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u092a\u0930\u093f\u092a\u094d\u0930\u0947\u0915\u094d\u0937\u094d\u092f \u0914\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902<\/h2>\n<p>\u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0915\u093e \u0935\u093f\u0915\u093e\u0938 \u091c\u093e\u0930\u0940 \u0939\u0948, \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u091c\u0948\u0938\u0947 \u0909\u092d\u0930\u0924\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0907\u0938\u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0939\u0948\u0902\u0964 \u0909\u091a\u094d\u091a-\u0906\u092f\u093e\u092e\u0940 \u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u092a\u0930 \u0936\u094b\u0927 \u0914\u0930 \u0905\u0928\u094d\u092f \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923 \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u0914\u0930 \u0938\u0902\u0926\u0930\u094d\u092d-\u091c\u093e\u0917\u0930\u0942\u0915 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u093f\u092f\u094b\u0902 \u0915\u093e \u0935\u093e\u0926\u093e \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n<h2>\u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948 \u092f\u093e \u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0915\u0947 \u0938\u093e\u0925 \u0915\u0948\u0938\u0947 \u0938\u0902\u092c\u0926\u094d\u0927 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948<\/h2>\n<p>\u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930, \u091c\u0948\u0938\u0947 \u0915\u093f OneProxy \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u093f\u090f \u0917\u090f, N-\u0917\u094d\u0930\u093e\u092e \u092e\u0949\u0921\u0932\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u0902\u0917\u094d\u0930\u0939 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 IP \u092a\u0924\u0947 \u0915\u094b \u091b\u093f\u092a\u093e\u0915\u0930 \u0914\u0930 \u0917\u0941\u092e\u0928\u093e\u092e\u0940 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0915\u0947, \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u091f\u0947\u0915\u094d\u0938\u094d\u091f \u0921\u0947\u091f\u093e \u0915\u0940 \u0935\u0948\u0927 \u0935\u0947\u092c \u0938\u094d\u0915\u094d\u0930\u0948\u092a\u093f\u0902\u0917 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0947 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0914\u0930 \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f N-\u0917\u094d\u0930\u093e\u092e \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n<h2>\u0938\u092e\u094d\u092c\u0902\u0927\u093f\u0924 \u0932\u093f\u0902\u0915\u094d\u0938<\/h2>\n<ul>\n<li><a href=\"https:\/\/en.wikipedia.org\/wiki\/N-gram\" target=\"_new\" rel=\"noopener nofollow\">\u0935\u093f\u0915\u093f\u092a\u0940\u0921\u093f\u092f\u093e \u092a\u0930 \u090f\u0928-\u0917\u094d\u0930\u093e\u092e<\/a><\/li>\n<li><a href=\"https:\/\/nlp.stanford.edu\" target=\"_new\" rel=\"noopener nofollow\">\u0938\u094d\u091f\u0948\u0928\u092b\u094b\u0930\u094d\u0921 \u090f\u0928\u090f\u0932\u092a\u0940 \u0917\u094d\u0930\u0941\u092a: \u090f\u0928-\u0917\u094d\u0930\u093e\u092e<\/a><\/li>\n<li><a href=\"https:\/\/books.google.com\/ngrams\" target=\"_new\" rel=\"noopener nofollow\">\u0917\u0942\u0917\u0932 \u0915\u093e \u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u0935\u094d\u092f\u0942\u0905\u0930<\/a><\/li>\n<\/ul>\n<hr>\n<p><strong>\u0905\u0938\u094d\u0935\u0940\u0915\u0930\u0923:<\/strong> \u092f\u0939 \u0932\u0947\u0916 \u0936\u0948\u0915\u094d\u0937\u0923\u093f\u0915 \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0939\u0948\u0964 OneProxy \u090f\u0928-\u0917\u094d\u0930\u093e\u092e \u092f\u093e \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0915\u093f\u0938\u0940 \u092d\u0940 \u0905\u0928\u0948\u0924\u093f\u0915 \u092f\u093e \u0905\u0935\u0948\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u094b \u092c\u0922\u093c\u093e\u0935\u093e \u092f\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0928\u0939\u0940\u0902 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0939\u092e\u0947\u0936\u093e \u0932\u093e\u0917\u0942 \u0915\u093e\u0928\u0942\u0928\u094b\u0902 \u0914\u0930 \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u0915\u0940 \u0938\u0947\u0935\u093e \u0915\u0940 \u0936\u0930\u094d\u0924\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0947\u0902\u0964<\/p>","protected":false},"featured_media":469007,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-478206","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>N-grams: A Comprehensive Guide<\/mark>","faq_items":[{"question":"What are N-grams?","answer":"<p>N-grams are contiguous sequences of 'n' items from a sample of text or speech. They are used in various applications like natural language processing, statistical language modeling, and pattern recognition. Depending on the size, they can be referred to as unigrams, bigrams, trigrams, etc.<\/p>"},{"question":"Who introduced the concept of N-grams?","answer":"<p>The concept of N-grams was introduced by the Harvard mathematician and cryptanalyst Warren Weaver in 1949. It was part of his work in statistical machine translation.<\/p>"},{"question":"How do N-grams work in language modeling?","answer":"<p>N-grams work by calculating the probability of a word sequence in a given text. They are used to predict the occurrence of a word based on preceding words in a sequence, facilitating applications like text completion, speech recognition, and machine translation.<\/p>"},{"question":"What are the key features of N-grams?","answer":"<p>The key features of N-grams include simplicity, scalability, context sensitivity, and versatility. They are easy to compute, can be expanded to any 'n' value, provide context through higher 'n' values, and are used across various domains.<\/p>"},{"question":"What are some common types of N-grams?","answer":"<p>Common types of N-grams include unigrams, bigrams, trigrams, and higher-order N-grams. Unigrams consist of one word, bigrams consist of two consecutive words, trigrams consist of three, and so on.<\/p>"},{"question":"What problems might be encountered with N-grams and how can they be solved?","answer":"<p>Problems with N-grams might include data sparsity and computational cost. Solutions include using smoothing techniques to handle sparsity and limiting the 'n' value to manage computational costs.<\/p>"},{"question":"How are proxy servers like OneProxy related to N-grams?","answer":"<p>Proxy servers like OneProxy can facilitate the collection and analysis of large-scale data for N-gram modeling. They enable lawful web scraping of text data, which can be processed using N-gram models for various insights.<\/p>"},{"question":"What are the future perspectives and technologies related to N-grams?","answer":"<p>The future of N-grams includes applications in emerging fields like deep learning and neural networks. Research into higher-dimensional N-grams and integration with other models promises more precise and context-aware predictions.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/478206","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/478206\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media\/469007"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media?parent=478206"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}