embedding
gb/ɪmbˈɛdɪŋ/ us/ɪmbˈɛdɪŋ/
B2
Angličtina
Významy
0 významů
Podstatné jméno
technical
C1
entity
1
machine-readable vector representation
a set of numbers that a computer uses to represent the meaning or features of something
Vzorec užití:
an embedding for [something]; embeddings of [data]
Častá chyba:
In this sense, embedding is usually countable: an embedding, many embeddings.
Synonyma
vector representation (more explicit and technical; emphasizes the numerical-vector form)
|
feature vector (often used when the numbers represent measurable features rather than meaning)
Antonyma
raw data (the original input before it is transformed into a numerical representation)
Kolokace
text embeddings
|word embeddings
|vector embeddings
|semantic embeddings
|generate embeddings
|create embeddings
|store embeddings
|compare embeddings
|embedding model
|embedding space
Témata
artificial_intelligence
|machine_learning
|data_science
|technology
Příklady
- The search engine compares embeddings to find documents with similar meaning.
- We generated an embedding for each customer profile before clustering the data.
- Modern recommendation systems often use embeddings to match users with relevant products.
Učební příklady
- Each sentence has its own embedding.
- The model uses embeddings to compare words.
Podstatné jméno
C1
process
2
putting inside something firmly
putting something inside another thing so that it stays there
Vzorec užití:
the embedding of [something] in [something]
Častá chyba:
Use in for the surrounding thing: the embedding of fibers in resin, not embedding fibers to resin.
Synonyma
insertion (more general; does not always imply being fixed firmly inside)
|
implantation (often used for medical or technological insertion into a body or material)
Antonyma
removal (taking something out of where it has been placed)
|
extraction (pulling or taking something out, often with effort or a technical process)
Kolokace
the embedding of sensors
|embedding in concrete
|embedding in resin
|deep embedding
|secure embedding
|embedding process
|particle embedding
|chip embedding
Témata
construction
|materials
|technology
|physical_objects
Příklady
- The technician checked the embedding of the sensor in the concrete.
- Poor embedding of the fibers can make the material weaker.
- The design allows the safe embedding of small chips under the surface.
Učební příklady
- Embedding the glass in resin protects it.
- The device needs careful embedding in the wall.
Podstatné jméno
technical
B2
process
3
inserting media into a page
putting online content, such as a video or map, inside another page
Vzorec užití:
embedding of [media/content] in [page/app/document]
Častá chyba:
Embedding is not the same as uploading: embedded content may still be hosted somewhere else.
Synonyma
inserting (more general; does not specifically refer to displayed external digital content)
|
integrating (emphasizes making content work smoothly within a page or app)
Antonyma
linking (sending users to another location rather than showing the content inside the current page)
|
removing (taking embedded content out of a page or document)
Kolokace
video embedding
|map embedding
|content embedding
|HTML embedding
|embedding code
|enable embedding
|disable embedding
|embedding options
|embedding feature
Témata
internet
|web_design
|digital_media
|technology
Příklady
- Video embedding lets visitors watch the clip without leaving the article.
- Embedding is disabled for some songs, so they open in a separate app.
- The platform provides a short code snippet for map embedding.
Učební příklady
- Video embedding puts the video on your page.
- This site does not allow embedding.
Podstatné jméno
formal
C1
process
4
integrating into a system
making something become a normal part of a larger system or group
Vzorec užití:
the embedding of [someone/something] in/into [system/group/context]
Častá chyba:
This use is more formal than simply saying adding or including.
Synonyma
integration (more common and general; emphasizes becoming part of a whole)
|
incorporation (slightly formal; emphasizes adding something into a larger structure)
Antonyma
separation (keeping something apart from a larger group or system)
|
exclusion (leaving someone or something out)
Kolokace
embedding values
|embedding practices
|embedding change
|embedding sustainability
|embedding security
|embedding staff
|embedding journalists
|embedding in the community
|embedding into daily work
Témata
organizations
|society
|business
|work
|culture
Příklady
- The company is focusing on the embedding of security practices into everyday work.
- The program supports the embedding of new teachers in local school communities.
- Reporters described how the embedding of journalists with military units shaped their coverage.
Učební příklady
- The team wants the embedding of new habits into daily work.
- Embedding staff in local offices helped the project.
Podstatné jméno
technical
C2
relation
5
structure-preserving mathematical map
a mathematical way of putting one structure inside another while keeping its important properties
Vzorec užití:
an embedding of [structure] into [structure]
Častá chyba:
This technical meaning is not the same as a general physical insertion.
Synonyma
inclusion (similar only in some contexts; an inclusion is usually a simpler special case)
|
injective map (related but broader; an embedding usually preserves additional structure)
Kolokace
topological embedding
|isometric embedding
|graph embedding
|canonical embedding
|smooth embedding
|embedding theorem
|embedding problem
|embedding of a space
Témata
mathematics
|logic
|geometry
|technical
Příklady
- This theorem describes an embedding of the circle in three-dimensional space.
- An embedding from one topological space into another must preserve the relevant structure.
- The proof constructs a smooth embedding of the manifold into a higher-dimensional space.
Gramatika
Slovníkový tvar
embedding
IPA
GB/ɪmbˈɛdɪŋ/
US/ɪmbˈɛdɪŋ/
Slabiky a přízvuk
em - bed - ding (3 slabiky)
Stress on 2nd syllable (bed)
Tvary slova
Noun
- Base: embedding
- Plural: embedding, embeddings
Výrazy
embedding dimension
1/ɪmbˈɛdɪŋ dɪmˈɛnʃən/
fixed phrase
technical
number of vector values
how many numbers are in each embedding
Příklady
- We set the embedding dimension to 384 to reduce storage costs.
- A larger embedding dimension may capture more information but uses more memory.
- The database requires all vectors to have the same embedding dimension.
embedding layer
1/ɪmbˈɛdɪŋ lˈeɪɚ/
fixed phrase
technical
neural layer producing vectors
a part of a neural network that changes tokens or IDs into number vectors
Příklady
- The first part of the network is an embedding layer that turns token IDs into vectors.
- We trained the embedding layer together with the rest of the model.
- A larger embedding layer can improve accuracy but also increases memory use.
embedding model
1/ɪmbˈɛdɪŋ mˈɑdəl/
fixed phrase
technical
model that creates embeddings
a model that turns information into number vectors
Příklady
- We used an embedding model to convert customer questions into vectors.
- The new embedding model performs better on multilingual search.
- Choose an embedding model that matches the type of data you need to compare.
embedding space
1/ɪmbˈɛdɪŋ spˈeɪs/
fixed phrase
technical
space containing embeddings
the space where embeddings are placed so a computer can compare them
Příklady
- In the embedding space, articles about the same topic appear close to each other.
- The system searches for nearby items in the embedding space.
- Visualizing the embedding space can reveal clusters of related products.
graph embedding
1/ɡɹˈæf ɪmbˈɛdɪŋ/
fixed phrase
technical
vector representation of graphs
numbers that represent a network or parts of a network
Příklady
- Graph embeddings can help predict links in a social network.
- The researchers used a graph embedding to compare molecular structures.
- Each node has a graph embedding that reflects its position in the network.
text embedding
1/tˈɛkst ɪmbˈɛdɪŋ/
fixed phrase
technical
vector representation of text
numbers that represent a piece of writing for a computer
Příklady
- The app creates a text embedding for each article and stores it in a database.
- Semantic search works by comparing the text embedding of a query with the embeddings of documents.
- A good text embedding can capture similarity even when two sentences use different words.
video embedding
1/vˈɪdioʊ ɪmbˈɛdɪŋ/
fixed phrase
technical
placing video in a page
showing a video inside a page instead of only linking to it
Příklady
- The course website supports video embedding from several platforms.
- Video embedding was turned off, so the clip could only be watched on the original site.
- The editor makes video embedding easy for nontechnical users.
word embedding
1/wˈɚd ɪmbˈɛdɪŋ/
fixed phrase
technical
vector representation of a word
numbers that represent a word so a computer can compare it with other words
Příklady
- The model learned word embeddings from millions of sentences.
- Words with similar meanings often have word embeddings that are close together.
- Early word embedding methods helped improve many natural-language applications.