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

Bayesian Analysis in Natural Language Processing

Bayesian Analysis in Natural Language Processing

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031021619
Condition
New
Product Description

Natural language processing (NLP) went through a profound transformation in the mid-1980s when it shifted to make heavy use of corpora and data-driven techniques to analyze language. Since then, the use of statistical techniques in NLP has evolved in several ways. One such example of evolution took place in the late 1990s or early 2000s, when full-fledged Bayesian machinery was introduced to NLP. This Bayesian approach to NLP has come to accommodate for various shortcomings in the frequentist approach and to enrich it, especially in the unsupervised setting, where statistical learning is done without target prediction examples. We cover the methods and algorithms that are needed to fluently read Bayesian learning papers in NLP and to do research in the area. These methods and algorithms are partially borrowed from both machine learning and statistics and are partially developed "in-house" in NLP. We cover inference techniques such as Markov chain Monte Carlo sampling and variational inference, Bayesian estimation, and nonparametric modeling. We also cover fundamental concepts in Bayesian statistics such as prior distributions, conjugacy, and generative modeling. Finally, we cover some of the fundamental modeling techniques in NLP, such as grammar modeling and their use with Bayesian analysis.

Available Colors
Available Sizes
1 Offer Price Range: $119.99 - $119.99
BEST PRICE

Single Product Purchase

$119.99
@ 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
$119.99 $119.99

$119.99
See Site In stock Visit Store

Similar Products

Kundennutzen durch digitale Transformation

$54.99

Die Hebezeuge. Theorie und Kritik ausgefhrter Konstruktionen mit besonderer Bercksichtigung der el

$69.99

The Brain Health Kitchen: Preventing Alzheimer's Through Food by Annie Fenn Md

$35.00

CSR und Sportmanagement

$59.99

Die Knochenbrche und ihre Behandlung

$44.99

Veterinary Mycology

$179.99

Behandlungsleitlinie Strungen der sexuellen Prferenz

$49.99

Algorithms and Computation

$54.99

Die Folgen des Krieges

$54.99

Der Kathodenverstrker in der elektronischen Metechnik

$59.99

Erwerbsbeteiligung von Frauen und Mnnern im Industrielndervergleich

$59.99

Orthopdische Befunde

$54.99

Rainbows in Channeling of Charged Particles in Crystals and Nanotubes

$109.99

Functional Morphology of the Tail Apparatus of the Pigeon (Columba livia)

$109.99

Criminal Capital

$37.99

Konkurrenz in Kommunikationsberufen

$59.99

The Interpretation of Object-Oriented Programming Languages

$54.99

Kopftuch(verbot): Rechtliche, theologische, politische und pdagogische Perspektiven

$79.99

Combinatorial Pattern Matching

$39.99

Information Systems and Technological Advances for Sustainable Development

$139.99

Culture, Curriculum, and Identity in Education

$54.99

Inter and Post-war Tourism in Western Europe, 19161960

$159.99

Advanced Data Mining and Applications

$84.99

Universities, Inclusive Development and Social Innovation

$99.00

Transactions on Petri Nets and Other Models of Concurrency XV

$39.99

Continuous-Flow Chemistry in the Research Laboratory

$139.99

Agritech: Innovative Agriculture Using Microwaves and Plasmas

$199.99

Subspace Identification for Linear Systems

$109.00

Combinatorics and Reasoning

$109.99

Beitrge zur Altersbestimmung von Kalbsften der Schwarzbunten Niederungsrasse

$54.99

What's This? What's That? /Qu es esto?Qu es eso?

$4.46

Pulmonary Embolism

$159.99

The Classical Theory of Economic Growth

$109.99

30th International Symposium on Shock Waves 2

$329.99

Gender and Interpersonal Violence

$39.99

Embedded Memory Design for Multi-Core and Systems on Chip

$84.99

National Geographic Kids Readers: Alligators and Crocodiles

$3.71

Model Checking Software

$39.99

Chancengleichheit in akademischen Berufen

$59.99

Die Deutschen Chirurgenkongresse Seit der 50. Tagung

$59.99