contextual embedding

kənˈtɛkstuəl ɛmˈbɛdɪŋ

Definition

Definition of contextual embedding - Reverso English Dictionary

Noun

technology

TECH.

numeric representation of data that changes depending on surrounding information

TECH.

The language model generates a contextual embedding for each word in the sentence.
Each token receives a contextual embedding based on its neighbors.
Contextual embedding helps differentiate meanings of polysemous words in search queries.

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Expressions with contextual

contextual background

information that helps understand a situation

The contextual background of the story helps readers understand the characters' motivations.

contextual advertising

marketing method showing ads related to nearby content or viewing situation

The website uses contextual advertising to display travel offers beside vacation articles.

contextual definition

meaning of a word in a specific situation

The contextual definition of 'bat' changes in sports and nature.

contextual inquiry

user-centered design research method involving observation and interview

The team used contextual inquiry to understand user behaviors and needs.

Expressions with embedding

word embedding

mapping terms to numerical vectors for use in algorithms

We trained a word embedding so similar terms ended up near each other.

embedding layer

neural network component that turns token identifiers into learned dense vector representations

The model uses an embedding layer to convert words into numerical vectors.

View all translations of contextual embedding

✨Click below to see the appropriate translations facing each meaning.

French:représentation contextuelle, ...
German:kontextuelles Embedding, ...
Italian:embedding contestuale, ...
Spanish:representación contextual, ...
Portuguese:incorporação contextual, ...
Chinese:上下文嵌入, ...
Japanese:コンテキスト埋め込み, ...
Arabic:تَمْثِيل سِيَاقِي, ...
Hebrew:הַטְמָעָה הֶקְשֵׁרִית, ...
Russian:контекстное представление, ...
Ukrainian:контекстне вбудовування, ...
Hindi:संदर्भात्मक एम्बेडिंग, ...
Bengali:প্রসঙ্গনির্ভর এমবেডিং, ...
Catalan:embedding contextual, ...
Czech:kontextová reprezentace, ...
Danish:kontekstuelt embedding, ...
Dutch:contextuele embedding, ...
Greek:συμφραστική ενσωμάτωση, ...
Hungarian:kontextuális beágyazás, ...
Khmer:តំណាងជាលេខនៃទិន្នន័យដែលប្រែប្រួលតាមព័ត៌មានជុំវិញ, ...
Korean:문맥 임베딩, ...
Persian:تع嵌ه‌گذاری زمینه‌ای, ...
Polish:osadzenie kontekstowe, ...
Portuguese (BR):representação contextual, ...
Romanian:embedding contextual, ...
Swedish:kontextuell inbäddning, ...
Thai:การฝังเชิงบริบท, ...
Turkish:bağlamsal gömme, ...
Vietnamese:biểu diễn nhúng theo ngữ cảnh, ...

Browse the dictionary entries starting with “c”:

contextual background

contextual definition

contextual inquiry

contextualisation

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