embedding

• 指将某事物牢固、深入地嵌入或融入周围整体或语境中的过程或结果；在计算机、语言学和机器学习中常指将数据表示为向量或将元素整合到更大结构中。

A noun referring to the process or result of fixing something firmly and deeply within a surrounding mass or context, often used in computing, linguistics, and machine learning to represent data as vectors or to integrate elements into a larger structure.

1. Representation in machine learningC1formalIT

   A technique in machine learning where words, phrases, or other data are mapped to vectors of real numbers, capturing semantic relationships.

   机器学习中的嵌入表示

   • Word embeddings like Word2Vec capture the meaning of words based on context.
   • The model uses embeddings to represent each user's preferences.
   • Training embeddings on a large corpus improves the accuracy of the system.

   同义词representation

2. Insertion into a structureB2formaltechnical

   The act of fixing something firmly and deeply into a surrounding mass or structure.

   嵌入

   • The embedding of the steel beam into concrete ensures stability.
   • Proper embedding of the sensor in the material is crucial for accurate readings.
   • The process involves embedding the chip into the plastic casing.

   同义词fixationimplantationinsertionlodgingplacementplantingsetting

• 动词，表示将某物牢固而深入地嵌入周围物质中，或使某物成为整体中不可分割的一部分。

A verb used to indicate the act of fixing something firmly and deeply in a surrounding mass, or incorporating something as an essential part.

1. Fix firmly in a surrounding massB2formal

   To fix something firmly and deeply in a surrounding mass or surface.

   嵌入

   • The archaeologist found a fossil embedded in the rock.
   • The carpenter embedded the nail deep into the wood.
   • Precious stones were embedded in the crown.

   同义词burydrive infiximbedimplantinsertlodgerootsetsink

   反义词dislodgeextractremoveunearth

2. Integrate into a digital environmentB1formalIT

   To place a piece of content (like a video, image, or code) within a webpage or other digital document.

   嵌入

   • You can embed a YouTube video in your blog post.
   • The developer embedded the script into the HTML file.
   • She embedded the map into the travel website.

   同义词attachimbedincludeincorporateinsertintegratenestplace

3. Implant deeply in the mindB2formal

   To fix an idea, feeling, or attitude firmly in someone's mind.

   铭刻于心

   • The experience embedded a deep sense of gratitude in her.
   • His teachings were embedded in the hearts of his students.
   • The trauma was embedded in his memory for years.

   同义词implantimpressinculcateingrainroot