{"id":90,"date":"2025-03-10T12:55:37","date_gmt":"2025-03-10T16:55:37","guid":{"rendered":"https:\/\/businessphysics.ai\/?p=90"},"modified":"2025-03-17T13:53:01","modified_gmt":"2025-03-17T17:53:01","slug":"how-do-llms-understand-words-with-multiple-meanings","status":"publish","type":"post","link":"https:\/\/businessphysics.ai\/ar\/how-do-llms-understand-words-with-multiple-meanings\/","title":{"rendered":"\u0643\u064a\u0641 \u064a\u0641\u0647\u0645 \u0637\u0644\u0627\u0628 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0646\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629\u061f"},"content":{"rendered":"
\"\"<\/figure>\n\n\n\n

\u0627\u0644\u062a\u0636\u0645\u064a\u0646\u0627\u062a<\/strong> \u0625\u0646\u0647\u0627 \u0637\u0631\u0642 \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0623\u0648 \u0627\u0644\u062c\u0645\u0644 \u0623\u0648 \u062d\u062a\u0649 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0625\u0644\u0649 \u062a\u0645\u062b\u064a\u0644\u0627\u062a \u0631\u0642\u0645\u064a\u0629 (\u0645\u062a\u062c\u0647\u0627\u062a) \u064a\u0645\u0643\u0646 \u0644\u0644\u062d\u0627\u0633\u0628\u0627\u062a \u0641\u0647\u0645\u0647\u0627. \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0641\u064a \u0627\u0644\u062a\u0636\u0645\u064a\u0646\u0627\u062a \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0625\u0644\u0649 \u0634\u0643\u0644 \u064a\u0645\u0643\u0646 \u0644\u0644\u0622\u0644\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u062a\u0647 \u0648\u062a\u062d\u0644\u064a\u0644\u0647 \u0628\u0633\u0647\u0648\u0644\u0629.<\/p>\n\n\n\n

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\n\n\n\n

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    \n
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      \n
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    • \u0642\u064a\u0627\u0633 \u0627\u0644\u062a\u0634\u0627\u0628\u0647:\n
        \n
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          \n
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            \n
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          • \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0648\u0635\u064a\u0629:\n
              \n
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                \n
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                \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0644\u0644\u062a\u0636\u0645\u064a\u0646\u0627\u062a:<\/h2>\n\n\n\n
                  \n
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                • \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a<\/strong>\u0648\u062a\u0639\u0632\u064a\u0632 \u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0645\u0634\u0627\u0631\u0643\u062a\u0647\u0645.<\/li>\n\n\n\n
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                  \n\n\n\n

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                  Embeddings! They are ways to convert words, sentences or even full fledged documents into numerical representations (vectors) that computers can understand. You can think of embeddings as translating human language into a form that machines can easily process and analyze. To better understand embeddings, let\u2019s start with a simple analogy. Let\u2019s say you are arranging […]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[21,22,18,20,23,19,11,24],"class_list":["post-90","post","type-post","status-publish","format-standard","hentry","category-ai-article","tag-bert","tag-contextual-word-representations","tag-embeddings","tag-gpt","tag-semantic-understanding","tag-transformers","tag-understanding-ai","tag-word-embeddings"],"yoast_head":"\nHow Do LLMs Understand Words with Multiple Meanings? - Business Physics AI Lab<\/title>\n<meta name=\"description\" content=\"What trick do LLMs use to differentiate between two words that have a similar meaning ? Embeddings. How do they work ? Find out in this short article !\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/businessphysics.ai\/ar\/how-do-llms-understand-words-with-multiple-meanings\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Do LLMs Understand Words with Multiple Meanings? - Business Physics AI Lab\" \/>\n<meta property=\"og:description\" content=\"What trick do LLMs use to differentiate between two words that have a similar meaning ? Embeddings. How do they work ? 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