Store besparelser
Hurtig levering
Fri fragt over 499,-
Gemte
Log ind
0
Kurv
Bøger
Bestsellers
Kommer snart
Nyheder
Store besparelser
Fri fragt over 499,-
Hjem
Kategorier
Bestsellers
Kommer snart
Nyheder
FAQ
Konto
Kontakt
Kurv
  1. Bog
  2. Kunstig intelligens
  3. Naturligt sprog og maskinoversættelse
Embeddings in Natural Language Processing
- Theory and Advances in Vector Representations of Meaning
Af: Jose Camacho-Collados, Mohammad Taher Pilehvar
Engelsk
Bogcover for Embeddings in Natural Language Processing af Jose Camacho-Collados, Mohammad Taher Pilehvar, 9783031010491
Specifikationer
Sprog:
Engelsk
Sider:
157
ISBN-13:
9783031010491
Indbinding:
Paperback
ISBN-10:
3031010493
Kategori:
Udg. Dato:
13 nov 2020
Størrelse i cm:
23,5 x 19,1
Forlag:
Serie:
Synthesis Lectures on Human Language Technologies
Oplagsdato:
13 nov 2020
Forfatter(e):
Genre:

Embeddings in Natural Language Processing

- Theory and Advances in Vector Representations of Meaning
Af: Jose Camacho-Collados, Mohammad Taher Pilehvar
Engelsk
Paperback 2020
Format:
Paperback
Bog beskrivelse
Embeddings have undoubtedly been one of the most influential research areas in Natural Language Processing (NLP). Encoding information into a low-dimensional vector representation, which is easily integrable in modern machine learning models, has played a central role in the development of NLP. Embedding techniques initially focused on words, but the attention soon started to shift to other forms: from graph structures, such as knowledge bases, to other types of textual content, such as sentences and documents.This book provides a high-level synthesis of the main embedding techniques in NLP, in the broad sense. The book starts by explaining conventional word vector space models and word embeddings (e.g., Word2Vec and GloVe) and then moves to other types of embeddings, such as word sense, sentence and document, and graph embeddings. The book also provides an overview of recent developments in contextualized representations (e.g., ELMo and BERT) and explains their potential in NLP.Throughout the book, the reader can find both essential information for understanding a certain topic from scratch and a broad overview of the most successful techniques developed in the literature.
... Vis mere
Hos Booktok
486 kr
Læg i kurv nu
Sikker betaling
23 - 25 hverdage
Specifikationer
Sprog:
Engelsk
Sider:
157
ISBN-13:
9783031010491
Indbinding:
Paperback
ISBN-10:
3031010493
Kategori:
Udg. Dato:
13 nov 2020
Størrelse i cm:
23,5 x 19,1
Forlag:
Serie:
Synthesis Lectures on Human Language Technologies
Oplagsdato:
13 nov 2020
Forfatter(e):
Finder produkter...
Kategori sammenhænge