Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Deep Learning Approaches to Text Production

Deep Learning Approaches to Text Production

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031010453
Condition
New
Product Description

Text production has many applications. It is used, for instance, to generate dialogue turns from dialogue moves, verbalise the content of knowledge bases, or generate English sentences from rich linguistic representations, such as dependency trees or abstract meaning representations. Text production is also at work in text-to-text transformations such as sentence compression, sentence fusion, paraphrasing, sentence (or text) simplification, and text summarisation. This book offers an overview of the fundamentals of neural models for text production. In particular, we elaborate on three main aspects of neural approaches to text production: how sequential decoders learn to generate adequate text, how encoders learn to produce better input representations, and how neural generators account for task-specific objectives. Indeed, each text-production task raises a slightly different challenge (e.g, how to take the dialogue context into account when producing a dialogue turn, how to detect and merge relevant information when summarising a text, or how to produce a well-formed text that correctly captures the information contained in some input data in the case of data-to-text generation). We outline the constraints specific to some of these tasks and examine how existing neural models account for them. More generally, this book considers text-to-text, meaning-to-text, and data-to-text transformations. It aims to provide the audience with a basic knowledge of neural approaches to text production and a roadmap to get them started with the related work. The book is mainly targeted at researchers, graduate students, and industrials interested in text production from different forms of inputs.

Available Colors
Available Sizes
1 Offer Price Range: $54.99 - $54.99
BEST PRICE

Single Product Purchase

$49.50
@ Link.springer.com with extra coupon Get Coupon & BUY

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$54.99 $54.99

10% OFF
This deals requires coupon Get Code Here
$49.50
See Site In stock Visit Store

Similar Products

Chile and Australia

$39.99

Biological Treatment Processes

$39.99

The Design Method

$84.99

Risk Management in Architectural Design

$54.99

Nematics

$169.00

Netherlands Yearbook of International Law 2011

$109.99

Functionalization of Carborane via Carboryne Intermediates

$109.99

Systems Neuroscience and Rehabilitation

$109.99

Advanced Techniques of Artificial Intelligence in IT Security Systems

$119.00

Neurobiological Mechanisms of Opiate Withdrawal

$84.99

The English Novel of History and Society, 194080

$169.99

Wachstumstheorie

$39.99

Engineering Intelligent Hybrid Multi-Agent Systems

$169.99

Summer of My German Soldier

$5.21

True Ghost Stories: The Haunted Graveyard

$3.71

The Politics of EU-China Economic Relations

$109.99

Maschinenbau fr Elektrotechniker

$44.99

Smart Metering Design and Applications

$49.99

Die Lehre von der Vererbung

$29.99

Critical Psychiatry

$109.99

Language and Gender in the Fairy Tale Tradition

$109.99

Language, Charisma, and Creativity

$25.99

Die DIN EN ISO 50001:2018 verstehen

$44.99

Gun Trafficking and Violence

$119.00

Stochastic Algorithms: Foundations and Applications

$54.99

Sinnesphysiologie und Sprache der Bienen

$54.99

The Italian General Election of 2008

$54.99

Xenotransplantation

$119.00

Polymer Engineering

$159.00

The Kidney

$69.99

Motion in Games

$39.99

Scientists in the Classroom

$39.99

Tribologie: Reibung Verschlei Schmierung

$84.99

The Natural Instability of Markets

$54.99

Micro and Nano Technologies in Bioanalysis

$169.99

Analysis and Design of MOSFETs

$169.99

Genetic Counseling and Preventive Medicine in Post-War Bosnia

$54.99

Foundations of Sport-Related Brain Injuries

$169.99

LCA Based Carbon Footprint Assessment

$129.99

New Trends in Mechanism Science

$259.00