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Representation Learning for Natural Language Processing
This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for th…
- Edition
- 1
- ISBN/ISSN
- 9789811555732
- Collation
- XXIV, 334 hlm; ill., lamp.,
- Series Title
- -
- Call Number
- -
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
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
- -
- ISBN/ISSN
- 9789811956072
- Collation
- XVI, 273
- Series Title
- -
- Call Number
- -
From Opinion Mining to Financial Argument Mining
Opinion mining is a prevalent research issue in many domains. In the financial domain, however, it is still in the early stages. Most of the researches on this topic only focus on the coarse-grained market sentiment analysis, i.e., 2-way classification for bullish/bearish. Thanks to the recent financial technology (FinTech) development, some interdisciplinary researchers start to involve in the…
- Edition
- -
- ISBN/ISSN
- 978-981-16-2881-8
- Collation
- X, 95
- Series Title
- SpringerBriefs in Computer Science (BRIEFSCOMPUTER)
- Call Number
- 001 CHE o
Foundation Models for Natural Language Processing
This open access book provides a comprehensive overview of the state of the art in research and applications of Foundation Models and is intended for readers familiar with basic Natural Language Processing (NLP) concepts. Over the recent years, a revolutionary new paradigm has been developed for training models for NLP. These models are first pre-trained on large collections of text documen…
- Edition
- 1
- ISBN/ISSN
- 978-3-031-23190-2
- Collation
- -
- Series Title
- Artificial Intelligence: Foundations, Theory, and Algorithms
- Call Number
- XVIII, 436
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
- -
Ultra Low Bit-Rate Speech Coding
Ultra Low Bit-Rate Speech Coding" focuses on the specialized topic of speech coding at very low bit-rates of 1 Kbits/sec and less, particularly at the lower ends of this range, down to 100 bps. The authors set forth the fundamental results and trends that form the basis for such ultra low bit-rates to be viable and provide a comprehensive overview of various techniques and systems in literature…
- Edition
- -
- ISBN/ISSN
- 978-1-4939-1341-1
- Collation
- -
- Series Title
- -
- Call Number
- -
Towards a Theoretical Framework for Analyzing Complex Linguistic Networks
The aim of this book is to advocate and promote network models of linguistic systems that are both based on thorough mathematical models and substantiated in terms of linguistics. In this way, the book contributes first steps towards establishing a statistical network theory as a theoretical basis of linguistic network analysis the boarder of the natural sciences and the humanities. This book a…
- Edition
- -
- ISBN/ISSN
- 978-3-662-47238-5
- Collation
- -
- Series Title
- -
- Call Number
- -
The Semantic Web: ESWC 2015 Satellite Events ESWC 2015 Satellite Events, Por…
This book constitutes the thoroughly refereed post-conference proceedings of the Satellite Events of the 12th European Conference on the Semantic Web, ESWC 2015, held in Portorǒz, Slovenia, in May/June 2015. The volume contains 12 poster and 22 demonstration papers, selected from 50 submissions, as well as 22 best workshop papers selected from 140 papers presented at the 16 workshops that took…
- Edition
- -
- ISBN/ISSN
- 978-3-319-25639-9
- Collation
- -
- Series Title
- -
- Call Number
- -
The Semantic Web - ISWC 2015 14th International Semantic Web Conference, Bet…
The two-volume set LNCS 9366 and 9367 constitutes the refereed proceedings of the 14th International Semantic Web Conference, ISWC 2015, held in Bethlehem, PA, USA, in October 2015. The International Semantic Web Conference is the premier forum for Semantic Web research, where cutting edge scientific results and technological innovations are presented, where problems and solutions are discus…
- Edition
- -
- ISBN/ISSN
- 978-3-319-25010-6
- Collation
- -
- Series Title
- -
- Call Number
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