Linguistic Fundamentals for Natural Language Processing II: 100 Essentials from Semantics and Pragmatics

Emily M. Bender, Alex Lascarides

Research output: Book/ReportBook

Abstract

Meaning is a fundamental concept in Natural Language Processing (NLP), in the tasks of both Natural Language Understanding (NLU) and Natural Language Generation (NLG). This is because the aims of these fields are to build systems that understand what people mean when they speak or write, and that can produce linguistic strings that successfully express to people the intended content. In order for NLP to scale beyond partial, task-specific solutions, researchers in these fields must be informed by what is known about how humans use language to express and understand communicative intents. The purpose of this book is to present a selection of useful information about semantics and pragmatics, as understood in linguistics, in a way that's accessible to and useful for NLP practitioners with minimal (or even no) prior training in linguistics.
Original languageEnglish
PublisherMorgan & Claypool Publishers
Number of pages268
ISBN (Electronic)9781681730738
ISBN (Print)9781681736211
DOIs
Publication statusPublished - 30 Nov 2019

Publication series

NameSynthesis Lectures on Human Language Technologies
PublisherMorgan & Claypool Publishers
No.3
Volume12
ISSN (Print)1947-4040
ISSN (Electronic)1947-4059

Fingerprint Dive into the research topics of 'Linguistic Fundamentals for Natural Language Processing II: 100 Essentials from Semantics and Pragmatics'. Together they form a unique fingerprint.

Cite this