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Vector Semantics
This open access book introduces Vector semantics, which links the formal theory of word vectors to the cognitive theory of linguistics. The computational linguists and deep learning researchers who developed word vectors have relied primarily on the ever-increasing availability of large corpora and of computers with highly parallel GPU and TPU compute engines, and their focus is with endow…
- Edition
- 1
- ISBN/ISSN
- -
- Collation
- -
- Series Title
- Cognitive Technologies
- Call Number
- XVI, 273
European Language Grid: A Language Technology Platform for Multilingual Europe
This open access book provides an in-depth description of the EU project European Language Grid (ELG). Its motivation lies in the fact that Europe is a multilingual society with 24 official European Union Member State languages and dozens of additional languages including regional and minority languages. The only meaningful way to enable multilingualism and to benefit from this rich linguistic …
- Edition
- 1
- ISBN/ISSN
- 978-3-031-17258-8
- Collation
- -
- Series Title
- Cognitive Technologies
- Call Number
- XXX, 360
European Language Grid
This open access book provides an in-depth description of the EU project European Language Grid (ELG). Its motivation lies in the fact that Europe is a multilingual society with 24 official European Union Member State languages and dozens of additional languages including regional and minority languages. The only meaningful way to enable multilingualism and to benefit from this rich linguistic …
- Edition
- 1
- ISBN/ISSN
- 978-3-031-17258-8
- Collation
- -
- Series Title
- Cognitive Technologies
- Call Number
- XXX, 360
Representation Learning for Natural Language Processing
This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I presents the representation learning techniques for multiple language entries, including words, sentences and documents, as well as pre-train…
- Edition
- -
- ISBN/ISSN
- 978-981-99-1599-6
- Collation
- -
- Series Title
- -
- Call Number
- -
Electric Words: Dictionaries, Computers, and Meanings
"A Bradford book."The use of computers to understand words continues to be an area of burgeoning research. Electric Words is the first general survey of and introduction to the entire range of work in lexical linguistics and corpora -- the study of such on-line resources as dictionaries and other texts -- in the broader fields of natural-language processing and artificial intelligence. The auth…
- Edition
- -
- ISBN/ISSN
- 9780262286244
- Collation
- 1 online resource (viii, 289 pages) :illustrations.
- Series Title
- -
- Call Number
- -
Finite-state language processing
"A Bradford book."Finite-state devices, which include finite-state automata, graphs, and finite-state transducers, are in wide use in many areas of computer science. Recently, there has been a resurgence of the use of finite-state devices in all aspects of computational linguistics, including dictionary encoding, text processing, and speech processing. This book describes the fundamental proper…
- Edition
- -
- ISBN/ISSN
- 9780262290951
- Collation
- 1 online resource (xv, 464 pages) :illustrations.
- Series Title
- -
- Call Number
- -
Supertagging :using complex lexical descriptions in natural language processing
The last decade has seen computational implementations of large hand-crafted natural language grammars in formal frameworks such as Tree-Adjoining Grammar (TAG), Combinatory Categorical Grammar (CCG), Head-driven Phrase Structure Grammar (HPSG), and Lexical Functional Grammar (LFG). Grammars in these frameworks typically associate linguistically motivated rich descriptions (Supertags) with word…
- Edition
- -
- ISBN/ISSN
- 9780262312486
- Collation
- 1 online resource (xxiii, 488 pages :illustrations)
- Series Title
- -
- Call Number
- -
The open handbook of linguistic data management
A guide to principles and methods for the management, archiving, sharing, and citing of linguistic research data, especially digital data.Doing language science depends on collecting, transcribing, annotating, analyzing, storing, and sharing linguistic research data. This volume offers a guide to linguistic data management, engaging with current trends toward the transformation of linguistics i…
- Edition
- -
- ISBN/ISSN
- 9780262362177
- Collation
- 1 online resource.
- Series Title
- -
- Call Number
- -
Linguistics for the age of AI
"An explantion of a knowledge-based system for creating computational agents with human-like language ability"--OCLC-licensed vendor bibliographic record.
- Edition
- -
- ISBN/ISSN
- 9780262363136
- Collation
- 1 online resource.
- Series Title
- -
- Call Number
- -
Logic and information flow
"The thirteen chapters written expressly for this book by logicians, theoretical computer scientists, philosophers, and semanticists address, from the perspective of mathematical logic, the problems of understanding and studying the flow of information through any information-processing system. The logic of information flow has applications in both computer science and natural language processi…
- Edition
- -
- ISBN/ISSN
- 0585358451
- Collation
- 1 online resource (233 pages) :illustrations.
- Series Title
- -
- Call Number
- -
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