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

$54.99
@ Link.springer.com     BUY Now

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

$54.99
See Site In stock Visit Store

Similar Products

Handbuch Fahrzeugakustik

$149.99

Artificial Intelligence as a Disruptive Technology

$129.99

Computer Aided Systems Theory - EUROCAST '93

$39.99

Mechanical Properties of Self-Compacting Concrete

$109.99

Chloroplast Biotechnology

$109.00

Social Computing and Social Media. Human Behavior

$54.99

Lineare Algebra fr die Natur- und Ingenieurwissenschaften

$37.99

There Was an Old Lady Who Swallowed a Frog!

$5.24

Restoring Lands - Coordinating Science, Politics and Action

$169.99

Management of Biological Nitrogen Fixation for the Development of More Productive and Sustainable Ag

$129.00

Functionality of Proteins in Food

$129.00

Securing Electronic Business Processes

$54.99

Datenanalyse fr Naturwissenschaftler und Ingenieure

$49.99

Medizin Technik Ethik

$74.99

Empiricism and Philosophy of Physics

$129.99

Neural Development and Stem Cells

$219.99

100 Pioneers in Efficient Resource Management

$84.99

Retroperitoneoscopy and Extraperitoneal Laparoscopy in Pediatric and Adult Urology

$84.99

Sociological Practice

$109.99

Global Chemical Kinetics of Fossil Fuels

$99.99

Projective Techniques in Personality Assessment

$54.99

Research and Development in Intelligent Systems XXVII

$219.99

Evaporites:Sediments, Resources and Hydrocarbons

$179.00

Case Studies in Control

$169.99

Organizations: Multiple Agents with Multiple Criteria

$109.99

Methodologies and Intelligent Systems for Technology Enhanced Learning

$169.99

Partial Differential Equations: Theory, Control and Approximation

$109.99

Supply Network Dynamics and Control

$109.99

Contemporary Empirical Methods in Software Engineering

$169.99

Advocacy in Health Care

$39.99

Forever Fairies: Coco Twinkles

$4.49

Birth Control and Controlling Birth

$109.99

Public Key Infrastructures, Services and Applications

$69.99

Self-regulated Learning and Second Language Writing

$129.99

Thermodynamics of Materials with Memory

$54.99

All Paws on Deck: A Branches Book (Haggis and Tank Unleashed #1)

$5.24

Fourier Transformation for Signal and System Description

$19.99

Lattices of Dielectric Resonators

$109.99

Zur Physiologie der organischen Suren in grnen Pflanzen

$84.99

Language, Logic and Method

$169.00