verb বসান; সংস্থাপন করা; শায়িত করা; দৃঢ়ভাবে নিহিত করা; নিহিত করা; স্থাপন করা; স্থাপিত করা; লাগান; খচিত করা; শোয়ান;
embedding definition
Embedding is a technique in natural language processing where words or phrases are represented as vectors that capture their semantic meaning.
embedding শব্দটির synonyms বা প্রতিশব্দ
implant, plant, imbed, embed, engraft,
embedding Example in a sentence
Word embedding technology enables computers to understand the semantic relationships between words.
The embedding represents each word as a vector in a multidimensional space, capturing its meaning and context.
These vectors allow for efficient and accurate analysis of text data, such as sentiment analysis and topic modeling.
Word embedding models like Word2Vec and GloVe learn these vectors by analyzing vast text corpora.
By utilizing word embeddings, natural language processing tasks become more effective and insightful.
Embeddings enhance language models by providing a structured representation of word meanings and relationships.
In recommender systems, word embeddings help identify similar items and make personalized recommendations.
Machine translation benefits from word embeddings, as they facilitate the transfer of meaning across different languages.
Word embeddings have revolutionized text understanding and continue to drive advancements in artificial intelligence.
By capturing the semantic nuances of language, word embeddings pave the way for more sophisticated and human-like interactions with machines.