Embeddings in Natural Language Processing

Name: Embeddings in Natural Language Processing
Brand: Springer International Publishing AG
SKU: 9783031010491
Price: 298.1 RON
Availability: InStock

Autor: Mohammad Taher Pilehvar

Limbă:

Legare: Carte broșată

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

Expediem în 5-8 zile

298.10 lei

Embeddings have undoubtedly been one of the most influential research areas in Natural Language Proc...

Informații despre carte

Autor

Mohammad Taher Pilehvar

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2020

Pagini

157

EAN

9783031010491

ISBN

3031010493

Enbook ID

39298407

Editura

Springer International Publishing AG

Greutate

344

Dimensiuni

191 x 235 x 10

Descriere completă

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.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Embeddings in Natural Language Processing

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și