Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning - Synthesis Lectures on Human Language Technologies - Mohammad Taher Pilehvar - Grāmatas - Morgan & Claypool Publishers - 9781636390239 - 2020. gada 30. novembris
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Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning - Synthesis Lectures on Human Language Technologies


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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.


175 pages

Mediji Grāmatas     Hardcover Book   (Grāmata ar cieto muguriņu un vāku)
Izlaists 2020. gada 30. novembris
ISBN13 9781636390239
Izdevēji Morgan & Claypool Publishers
Lapas 175
Izmēri 245 × 199 × 18 mm   ·   516 g

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