{"id":25311,"date":"2024-10-26T09:53:55","date_gmt":"2024-10-26T09:53:55","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=25311"},"modified":"2024-11-26T08:02:12","modified_gmt":"2024-11-26T08:02:12","slug":"09-12-%eb%94%a5-%eb%9f%ac%eb%8b%9d%ec%9d%84-%ec%9d%b4%ec%9a%a9%ed%95%9c-%ec%9e%90%ec%97%b0%ec%96%b4-%ec%b2%98%eb%a6%ac-%eb%ac%b8%ec%84%9c-%ec%9e%84%eb%b2%a0%eb%94%a9-%ec%9b%8c%eb%93%9c-%ec%9e%84","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/25311\/","title":{"rendered":"09-12 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubb38\uc11c \uc784\ubca0\ub529   \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \ud3c9\uade0(Average Word Embedding)"},"content":{"rendered":"<article>\n<h2>\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubb38\uc11c \uc784\ubca0\ub529: \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \ud3c9\uade0(Average Word Embedding)<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\uba70 \uc0dd\uc131\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144\uac04 \ub525 \ub7ec\ub2dd \uae30\uc220\uc758 \ubc1c\uc804\uc73c\ub85c NLP \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\uac00 \uc77c\uc5b4\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\uc758 \uc911\uc2ec\uc5d0\ub294 &#8216;\uc784\ubca0\ub529(Embedding)&#8217;\uc774\ub77c\ub294 \uac1c\ub150\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc784\ubca0\ub529\uc740 \ub2e8\uc5b4, \ubb38\uc7a5, \ubb38\uc11c\uc640 \uac19\uc740 \uc5b8\uc5b4\uc801 \uc694\uc18c\ub97c \uace0\ucc28\uc6d0 \uacf5\uac04\uc758 \ubca1\ud130\ub85c \ud45c\ud604\ud568\uc73c\ub85c\uc368 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc774 \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc73c\ub85c \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>1. \uc6cc\ub4dc \uc784\ubca0\ub529(Word Embedding) \uac1c\uc694<\/h3>\n<p>\uc6cc\ub4dc \uc784\ubca0\ub529\uc740 \ub2e8\uc5b4\uc758 \uc758\ubbf8\ub97c \ubca1\ud130 \uacf5\uac04\uc5d0\uc11c \ubc00\uc811\ud558\uac8c \ud45c\ud604\ud558\uae30 \uc704\ud55c \ubc29\ubc95\uc785\ub2c8\ub2e4. \ub2e8\uc5b4\ub294 \ud558\ub098\uc758 \uace0\uc720 \ubca1\ud130\ub85c \ubcc0\ud658\ub418\uba70, \uc774 \uacfc\uc815\uc5d0\uc11c \uc11c\ub85c \ube44\uc2b7\ud55c \uc758\ubbf8\ub97c \uc9c0\ub2cc \ub2e8\uc5b4\ub4e4\uc774 \uac00\uae4c\uc6b4 \uc704\uce58\uc5d0 \ubc30\uce58\ub429\ub2c8\ub2e4. \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \uc6cc\ub4dc \uc784\ubca0\ub529 \ubc29\ubc95 \uc911 \ud558\ub098\ub294 Word2Vec\uc774\uace0, GloVe(Generative Pre-trained Transformers)\uc640 FastText \ub4f1\ub3c4 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \uac00\uc7a5 \ud070 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uace0\ucc28\uc6d0 \ub370\uc774\ud130\uc5d0\uc11c \uc758\ubbf8\ub860\uc801 \uc720\uc0ac\uc131\uc744 \ubd80\uc5ec\ud560 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, &#8216;\uc655&#8217;\uacfc &#8216;\uc5ec\uc655&#8217;, &#8216;\ub0a8\uc790&#8217;\uc640 &#8216;\uc5ec\uc790&#8217;\uc758 \uad00\uacc4\ub97c \ubca1\ud130\ub85c \ud45c\ud604\ud558\uba74, &#8216;\uc655&#8217; &#8211; &#8216;\ub0a8\uc790&#8217; + &#8216;\uc5ec\uc790&#8217; \u2248 &#8216;\uc5ec\uc655&#8217;\uc774\ub77c\ub294 \uad00\uacc4\ub97c \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\uc9c8\uc740 \uc790\uc5f0\uc5b4 \uc774\ud574(NLU)\uc640 \uc790\uc5f0\uc5b4 \uc0dd\uc131(NLG)\uacfc \uac19\uc740 \ub2e4\uc591\ud55c NLP \uc791\uc5c5\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3>2. \ud3c9\uade0 \uc6cc\ub4dc \uc784\ubca0\ub529(Average Word Embedding)<\/h3>\n<p>\ud3c9\uade0 \uc6cc\ub4dc \uc784\ubca0\ub529\uc740 \uc5ec\ub7ec \ub2e8\uc5b4\ub97c \ud558\ub098\uc758 \ubca1\ud130\ub85c \uacb0\ud569\ud558\uc5ec \ubb38\uc11c, \ubb38\uc7a5 \ub610\ub294 \uad6c\ubb38\uc744 \ub098\ud0c0\ub0b4\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \ubb38\uc11c \uc784\ubca0\ub529(Document Embedding)\uc5d0\uc11c \uac01 \ub2e8\uc5b4\uc758 \uc784\ubca0\ub529 \ubca1\ud130\ub97c \ud3c9\uade0 \ub0b4\uc5b4 \ud558\ub098\uc758 \ubca1\ud130\ub97c \ub9cc\ub4dc\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc740 \uc804\uccb4 \ubb38\uc11c\uc758 \uc758\ubbf8\ub97c \ud3ec\ucc29\ud558\uba74\uc11c\ub3c4 \uacc4\uc0b0 \ube44\uc6a9\uc774 \uc0c1\ub300\uc801\uc73c\ub85c \ub0ae\uc740 \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud3c9\uade0 \uc6cc\ub4dc \uc784\ubca0\ub529\uc744 \uad6c\ud558\ub294 \uc808\ucc28\ub294 \ube44\uad50\uc801 \uac04\ub2e8\ud569\ub2c8\ub2e4. \ud2b9\uc815 \ubb38\uc11c\uc758 \ub2e8\uc5b4\ub4e4\uc5d0 \ud574\ub2f9\ud558\ub294 \uc6cc\ub4dc \uc784\ubca0\ub529\uc744 \ud569\uc0b0\ud55c \ud6c4, \ub2e8\uc5b4 \uac1c\uc218\ub85c \ub098\ub204\uc5b4 \ud3c9\uade0\uc744 \uad6c\ud569\ub2c8\ub2e4. \uc544\ub798\uc640 \uac19\uc740 \ubc29\uc2dd\uc73c\ub85c \ud3c9\uade0 \uc6cc\ub4dc \uc784\ubca0\ub529\uc744 \uad6c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<pre><code>\n  def average_word_embedding(words, word_embeddings):\n      # \ub2e8\uc5b4\uc758 \ucd1d\ud569\uc744 \uc800\uc7a5\ud560 \ubca1\ud130 \ucd08\uae30\ud654\n      total_embedding = np.zeros(word_embeddings.vector_size)\n      count = 0\n      \n      for word in words:\n          if word in word_embeddings:\n              total_embedding += word_embeddings[word]\n              count += 1\n              \n      # \ub2e8\uc5b4 \uac1c\uc218\ub85c \ub098\ub220 \ud3c9\uade0 \uacc4\uc0b0\n      if count == 0:\n          return total_embedding  # \ubaa8\ub4e0 \ub2e8\uc5b4\uac00 \uc784\ubca0\ub529\ub418\uc9c0 \uc54a\uc558\uc744 \ub54c\n      return total_embedding \/ count\n  <\/code><\/pre>\n<h3>3. \ud3c9\uade0 \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \uc7a5\uc810\uacfc \ub2e8\uc810<\/h3>\n<p>\ud3c9\uade0 \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \uc8fc\uc694 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uac04\ub2e8\ud568\uacfc \ud6a8\uc728\uc131\uc785\ub2c8\ub2e4. \ubcf5\uc7a1\ud55c \ubaa8\ub378 \uad6c\uc870 \uc5c6\uc774 \ube60\ub974\uac8c \uc131\ub2a5\uc744 \uc5bb\uc744 \uc218 \uc788\uc73c\uba70, \uc784\ubca0\ub529 \ubca1\ud130\uc758 \ucc28\uc6d0 \uc218\uac00 \ub3d9\uc77c\ud558\ubbc0\ub85c \uacc4\uc0b0\uc801 \ubd80\ub2f4\uc774 \uc801\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ubb38\uc11c\uc758 \uc804\uccb4\uc801\uc778 \uc758\ubbf8\ub97c \ubc18\uc601\ud558\uae30 \ub54c\ubb38\uc5d0, \uc791\uc740 \ub370\uc774\ud130\uc14b\uc5d0\uc11c \uc720\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub7ec\ub098 \ud3c9\uade0 \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \ub2e8\uc810\ub3c4 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uccab\uc9f8\ub85c, \uc21c\uc11c \uc815\ubcf4\ub97c \ubc18\uc601\ud558\uc9c0 \ubabb\ud569\ub2c8\ub2e4. \uc989, \ub2e8\uc5b4\uc758 \uc21c\uc11c\uc5d0 \ub530\ub77c \uc758\ubbf8\uac00 \ub2ec\ub77c\uc9c8 \uc218 \uc788\ub294 \uacbd\uc6b0(\uc608: &#8216;\uc0ac\uacfc\uac00 \ub098\ubb34\uc5d0 \uc788\ub2e4&#8217;\uc640 &#8216;\ub098\ubb34\uc5d0 \uc0ac\uacfc\uac00 \uc788\ub2e4&#8217;) \uc774 \uc815\ubcf4\ub97c \uc783\uac8c \ub429\ub2c8\ub2e4. \ub458\uc9f8\ub85c, \uc5b4\ud718\uc758 \ub2e4\uc591\uc131\uc774 \ub192\uc740 \ubb38\uc7a5\uc5d0\uc11c \uac1c\ubcc4\uc801\uc778 \uc758\ubbf8\uc758 \uc0c1\uc2e4\uc774 \uc6b0\ub824\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub450 \uac1c\uc758 \ub9e4\uc6b0 \uc0c1\ubc18\ub41c \ubb38\uc7a5\uc774 \ub192\uc740 \uc720\uc0ac\ub3c4\ub85c \uc798\ubabb \ud3c9\uac00\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>4. \ud3c9\uade0 \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \uc751\uc6a9<\/h3>\n<p>\ud3c9\uade0 \uc6cc\ub4dc \uc784\ubca0\ub529\uc740 \ub2e4\uc591\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uacfc\uc81c\uc5d0 \uc801\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub300\ud45c\uc801\uc778 \uc608\ub85c\ub294 \ubb38\uc11c \ubd84\ub958, \uac10\uc815 \ubd84\uc11d, \uc8fc\uc81c \ubaa8\ub378\ub9c1 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ubb38\uc11c \ubd84\ub958\uc5d0\uc11c\ub294 \ubb38\uc11c\uc758 \ud3c9\uade0 \uc784\ubca0\ub529\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac01 \ubb38\uc11c\uac00 \uc5b4\ub5a4 \uce74\ud14c\uace0\ub9ac\uc5d0 \uc18d\ud558\ub294\uc9c0 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac10\uc815 \ubd84\uc11d\uc5d0\uc11c\ub3c4 \ud2b9\uc815 \ubb38\uc11c\uc758 \uac10\uc815\uc744 \ud074\ub798\uc2a4 \ub808\uc774\ube14\ub85c \uc9c0\uc815\ud558\ub294 \ub370 \uc720\uc6a9\ud558\uac8c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc81c \ubaa8\ub378\ub9c1\uc758 \uacbd\uc6b0, \ud2b9\uc815 \uc8fc\uc81c\uc758 \ub2e8\uc5b4\ub4e4 \ud3c9\uade0\uc744 \uad6c\ud558\uc5ec \uac01 \uc8fc\uc81c \ubca1\ud130\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc73c\uba70, \uc774 \ubca1\ud130\ub97c \ud65c\uc6a9\ud574 \uae30\uc874 \ubb38\uc11c\uc640\uc758 \uc720\uc0ac\uc131\uc744 \uce21\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>5. \ub354 \ub098\uc544\uac00<\/h3>\n<p>\ud3c9\uade0 \uc6cc\ub4dc \uc784\ubca0\ub529\uc740 \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc9c0\ub9cc, \ub354 \ub098\uc740 \uc131\ub2a5\uc744 \uc704\ud574 \uc5ec\ub7ec \ub2e4\ub978 \uc811\uadfc \ubc29\uc2dd\uacfc \uacb0\ud569\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, LSTM(Long Short-Term Memory)\uc774\ub098 Transformer \uae30\ubc18\uc758 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \ubb38\ub9e5 \uc815\ubcf4\ub97c \uac15\ud654\ud568\uc73c\ub85c\uc368 \ud3c9\uade0 \uc784\ubca0\ub529\uc758 \ub2e8\uc810\uc744 \ubcf4\uc644\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574 \ub098\ud0c0\ub098\ub294 \ubca1\ud130\ub294 \ubb38\uc11c\uc758 \uc758\ubbf8\ub97c \ub354 \uc798 \ubc18\uc601\ud558\uac8c \ub418\uc5b4 NLP\uc758 \ub2e4\uc591\ud55c \uacfc\uc81c\uc5d0\uc11c \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\ub294 \uacc4\uc18d\ud574\uc11c \ubc1c\uc804\ud558\uace0 \uc788\uc73c\uba70, \uc0c8\ub85c\uc6b4 \uae30\uc220\uc774 \ub4f1\uc7a5\ud558\uace0 \uae30\uc874 \uae30\uc220\ub4e4\uc774 \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc784\ubca0\ub529\uc758 \ubc1c\uc804\uacfc \ud568\uaed8, \uc5b8\uc5b4 \ubaa8\ub378\ub4e4\uc774 \ub354\uc6b1 \uc815\uad50\ud574\uc9c0\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc6b0\ub9ac\ub294 \uc880 \ub354 \ub098\uc740 \uc758\ubbf8 \uc774\ud574 \uccb4\uacc4\ub97c \ubc1c\uc804\uc2dc\ucf1c \ub098\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uacb0\ub860<\/h3>\n<p>\ub525 \ub7ec\ub2dd \uae30\ubc18\uc758 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c \ubb38\uc11c \uc784\ubca0\ub529, \ud2b9\ud788 \ud3c9\uade0 \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \uc911\uc694\uc131\uc740 \uc810\uc810 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac04\ud3b8\ud558\uace0 \ud6a8\uc728\uc801\uc778 \uc811\uadfc \ubc29\ubc95\uc778 \ud3c9\uade0 \uc6cc\ub4dc \uc784\ubca0\ub529\uc740 \ub2e4\uc591\ud55c NLP \ubb38\uc81c\uc5d0 \uc801\uc6a9 \uac00\ub2a5\ud558\uba70, \uc6b0\ub9ac\uac00 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\ub294 \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ucf1c \uc904 \uac83\uc785\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uc640 \uae30\uc220 \ubc1c\uc804\uc774 \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubb38\uc11c \uc784\ubca0\ub529: \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \ud3c9\uade0(Average Word Embedding) \uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\uba70 \uc0dd\uc131\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144\uac04 \ub525 \ub7ec\ub2dd \uae30\uc220\uc758 \ubc1c\uc804\uc73c\ub85c NLP \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\uac00 \uc77c\uc5b4\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\uc758 \uc911\uc2ec\uc5d0\ub294 &#8216;\uc784\ubca0\ub529(Embedding)&#8217;\uc774\ub77c\ub294 \uac1c\ub150\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc784\ubca0\ub529\uc740 \ub2e8\uc5b4, \ubb38\uc7a5, \ubb38\uc11c\uc640 \uac19\uc740 \uc5b8\uc5b4\uc801 \uc694\uc18c\ub97c \uace0\ucc28\uc6d0 \uacf5\uac04\uc758 \ubca1\ud130\ub85c \ud45c\ud604\ud568\uc73c\ub85c\uc368 \uba38\uc2e0\ub7ec\ub2dd &hellip; <a href=\"https:\/\/atmokpo.com\/w\/25311\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;09-12 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubb38\uc11c \uc784\ubca0\ub529   \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \ud3c9\uade0(Average Word Embedding)&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-25311","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>09-12 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubb38\uc11c \uc784\ubca0\ub529  \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \ud3c9\uade0(Average Word Embedding) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/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:\/\/atmokpo.com\/w\/25311\/\" \/>\n<meta property=\"og:locale\" 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