Introduction To Natural Language Processing

Jacob Eisenstein

Informasi Umum

Kode

21.01.224

Klasifikasi

006.35 - Natural Language Processing, Computer Science

Jenis

Buku - Circulation (Dapat Dipinjam)

Subjek

Natural Language Processing

No. Rak

Tel-U Gedung Manterawu Lantai 5 : Rak 4
Tel-U Purwokerto : Rak 3

Dilihat

246 kali

Informasi Lainnya

Abstraksi

The book provides a technical perspective on the most contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. It also includes background in the salient linguistic issues, as well as computational representations and algorithms. The first section of the book explores what can be with individual words. The second section concerns structured representations such as sequences, trees, and graphs. The third section highlights different approaches to the representation and analysis of linguistic meaning. The final section describes three of the most transformative applications of natural language processing: information extraction, machine translation, and text generation. The book describes the technical foundations of the field, including the most relevant machine learning techniques, algorithms, and linguistic representations. From these foundations, it extends to contemporary research in areas such as deep learning. Each chapter contains exercises that include paper-and-pencil analysis of the computational algorithms and linguistic issues, as well as software implementations

Koleksi & Sirkulasi

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Pengarang

Nama	Jacob Eisenstein
Jenis	Perorangan
Penyunting
Penerjemah

Penerbit

Nama	MIT Press
Kota	Massachussets
Tahun	2019

Sirkulasi

Harga sewa	IDR 0,00
Denda harian	IDR 1.000,00
Jenis	Sirkulasi

Introduction To Natural Language Processing
Jacob Eisenstein