Dependency Parsing

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Dependency Parsing
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Author : Sandra Kübler
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Dependency Parsing written by Sandra Kübler and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.
Dependency-based methods for syntactic parsing have become increasingly popular in natural language processing in recent years. This book gives a thorough introduction to the methods that are most widely used today. After an introduction to dependency grammar and dependency parsing, followed by a formal characterization of the dependency parsing problem, the book surveys the three major classes of parsing models that are in current use: transition-based, graph-based, and grammar-based models. It continues with a chapter on evaluation and one on the comparison of different methods, and it closes with a few words on current trends and future prospects of dependency parsing. The book presupposes a knowledge of basic concepts in linguistics and computer science, as well as some knowledge of parsing methods for constituency-based representations. Table of Contents: Introduction / Dependency Parsing / Transition-Based Parsing / Graph-Based Parsing / Grammar-Based Parsing / Evaluation / Comparison / Final Thoughts
Semi Supervised Dependency Parsing
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Author : Wenliang Chen
language : en
Publisher: Springer
Release Date : 2015-07-16
Semi Supervised Dependency Parsing written by Wenliang Chen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-16 with Language Arts & Disciplines categories.
This book presents a comprehensive overview of semi-supervised approaches to dependency parsing. Having become increasingly popular in recent years, one of the main reasons for their success is that they can make use of large unlabeled data together with relatively small labeled data and have shown their advantages in the context of dependency parsing for many languages. Various semi-supervised dependency parsing approaches have been proposed in recent works which utilize different types of information gleaned from unlabeled data. The book offers readers a comprehensive introduction to these approaches, making it ideally suited as a textbook for advanced undergraduate and graduate students and researchers in the fields of syntactic parsing and natural language processing.
Inductive Dependency Parsing
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Author : Joakim Nivre
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-08-05
Inductive Dependency Parsing written by Joakim Nivre and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-08-05 with Computers categories.
This book describes the framework of inductive dependency parsing, a methodology for robust and efficient syntactic analysis of unrestricted natural language text. Coverage includes a theoretical analysis of central models and algorithms, and an empirical evaluation of memory-based dependency parsing using data from Swedish and English. A one-stop reference to dependency-based parsing of natural language, it will interest researchers and system developers in language technology, and is suitable for graduate or advanced undergraduate courses.
Chinese Computational Linguistics
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Author : Maosong Sun
language : en
Publisher: Springer Nature
Release Date : 2020-11-12
Chinese Computational Linguistics written by Maosong Sun and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-12 with Computers categories.
This book constitutes the proceedings of the 19th China National Conference on Computational Linguistics, CCL 2020, held in Hainan, China, in October/November 2020. The 32 full and 2 short papers presented in this volume were carefully reviewed and selected from 99 submissions. They were organized in topical sections named: fundamental theory and methods of computational linguistics; information retrieval, dialogue and question answering; text generation and summarization; knowledge graph and information extraction; machine translation and multilingual information processing; minority language information processing; language resource and evaluation; social computing and sentiment analysis; and NLP applications.
Natural Language Processing And Chinese Computing
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Author : Min Zhang
language : en
Publisher: Springer
Release Date : 2018-08-13
Natural Language Processing And Chinese Computing written by Min Zhang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-13 with Computers categories.
This two volume set of LNAI 11108 and LNAI 11109 constitutes the refereed proceedings of the 7th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2018, held in Hohhot, China, in August 2018. The 55 full papers and 31 short papers presented were carefully reviewed and selected from 308 submissions. The papers of the first volume are organized in the following topics: conversational Bot/QA/IR; knowledge graph/IE; machine learning for NLP; machine translation; and NLP applications. The papers of the second volume are organized as follows: NLP for social network; NLP fundamentals; text mining; and short papers.
Text Speech And Dialogue
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Author : Ivan Habernal
language : en
Publisher: Springer
Release Date : 2013-08-17
Text Speech And Dialogue written by Ivan Habernal and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-17 with Computers categories.
This book constitutes the refereed proceedings of the 16th International Conference on Text, Speech and Dialogue, TSD 2013, held in Pilsen, Czech Republic, in September 2013. The 65 papers presented together with 5 invited talks were carefully reviewed and selected from 148 submissions. The main topics of this year's conference was corpora, texts and transcription, speech analysis, recognition and synthesis, and their intertwining within NL dialogue systems. The topics also included speech recognition, corpora and language resources, speech and spoken language generation, tagging, classification and parsing of text and speech, semantic processing of text and speech, integrating applications of text and speech processing, as well as automatic dialogue systems, and multimodal techniques and modelling.
Introduction To Spacy
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Author :
language : en
Publisher: shyambhu mukherjee
Release Date : 2023-12-21
Introduction To Spacy written by and has been published by shyambhu mukherjee this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-21 with Computers categories.
This is a short book that aims to introduce a data science enthusiast to the cutting-edge nlp tool called spacy. The chapters are compiled from my blog which got really famous when I gradually published the articles. In this book, all those articles are combined into one summarized book which takes you through the basics to the advanced of the spacy language. Extensive examples of codes and error resolving are included as well. One should expect a industry level working knowledge of spacy upon completing this book.
Language Processing And Intelligent Information Systems
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Author : Mieczyslaw A. Klopotek
language : en
Publisher: Springer
Release Date : 2013-06-07
Language Processing And Intelligent Information Systems written by Mieczyslaw A. Klopotek and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-07 with Computers categories.
This book constitutes the refereed proceedings of the International Conference on Intelligent Information Systems, IIS 2013, held in Warsaw, Poland in June 2013. The 28 full papers included in this volume were carefully reviewed and selected from 53 submissions. The contributions are organized in topical sections named: Natural language processing, text and Web mining, and machine learning and search.
Advances In Natural Language Processing
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Author : Bengt Nordström
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-08-13
Advances In Natural Language Processing written by Bengt Nordström and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-13 with Computers categories.
This book constitutes the refereed proceedings of the 6th International Conference on Natural Language Processing, GoTAL 2008, Gothenburg, Sweden, August 2008. The 44 revised full papers presented together with 3 invited talks were carefully reviewed and selected from 107 submissions. The papers address all current issues in computational linguistics and monolingual and multilingual intelligent language processing - theory, methods and applications.
Evaluation Of Natural Language And Speech Tool For Italian
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Author : Bernardo Magnini
language : en
Publisher: Springer
Release Date : 2013-01-03
Evaluation Of Natural Language And Speech Tool For Italian written by Bernardo Magnini and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-01-03 with Computers categories.
EVALITA (http://www.evalita.it/) is the reference evaluation campaign of both Natural Language Processing and Speech Technologies for the Italian language. The objective of the shared tasks proposed at EVALITA is to promote the development of language technologies for Italian, providing a common framework where different systems and approaches can be evaluated and compared in a consistent manner. This volume collects the final and extended contributions presented at EVALITA 2011, the third edition of the evaluation campaign. The 36 revised full papers were carefully reviewed and selected from a total of 87 submissions. The papers are organized in topical sections roughly corresponding to evaluation tasks: parsing - dependency parsing track, parsing - constituency parsing track, domain adaptation for dependency parsing, named entity recognition on transcribed broadcast news, cross-document coreference resolution of named person entities, anaphora resolution, supersense tagging, frame labeling over italian texts, lemmatisation, automatic speech recognition - large vocabulary transcription, forced alignment on spontaneous speech.