Shallow Discourse Parsing For German

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Shallow Discourse Parsing For German

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Author : P. Bourgonje
language : en
Publisher: IOS Press
Release Date : 2021-07-13

Shallow Discourse Parsing For German written by P. Bourgonje and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-13 with Computers categories.

The last few decades have seen impressive improvements in several areas of Natural Language Processing. Nevertheless, getting a computer to make sense of the discourse of utterances in a text remains challenging. Several different theories which aim to describe and analyze the coherent structure of a well-written text exist, but with varying degrees of applicability and feasibility for practical use. This book is about shallow discourse parsing, following the paradigm of the Penn Discourse TreeBank, a corpus containing over 1 million words annotated for discourse relations. When it comes to discourse processing, any language other than English must be considered a low-resource language. This book relates to discourse parsing for German. The limited availability of annotated data for German means that the potential of modern, deep-learning-based methods relying on such data is also limited. This book explores to what extent machine-learning and more recent deep-learning-based methods can be combined with traditional, linguistic feature engineering to improve performance for the discourse parsing task. The end-to-end shallow discourse parser for German developed for the purpose of this book is open-source and available online. Work has also been carried out on several connective lexicons in different languages. Strategies are discussed for creating or further developing such lexicons for a given language, as are suggestions on how to further increase their usefulness for shallow discourse parsing. The book will be of interest to all whose work involves Natural Language Processing, particularly in languages other than English.

Shallow Discourse Parsing For German

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Author : Peter Bourgonje
language : en
Publisher:
Release Date : 2021

Shallow Discourse Parsing For German written by Peter Bourgonje and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.

From Narratology To Computational Story Composition And Back

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Author : L. Berov
language : en
Publisher: IOS Press
Release Date : 2023-03-10

From Narratology To Computational Story Composition And Back written by L. Berov and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-10 with Computers categories.

Although both deal with narratives, the two disciplines of Narrative Theory (NT) and Computational Story Composition (CSC) rarely exchange insights and ideas or engage in collaborative research. The former has its roots in the humanities, and attempts to analyze literary texts to derive an understanding of the concept of narrative. The latter is in the domain of Artificial Intelligence, and investigates the autonomous composition of fictional narratives in a way that could be deemed creative. The two disciplines employ different research methodologies at contradistinct levels of abstraction, making simultaneous research difficult, while a close exchange between the two disciplines would undoubtedly be desirable, not least because of the complementary approach to their object of study. This book, From Narratology to Computational Story Composition and Back, describes an exploratory study in generative modeling, a research methodology proposed to address the methodological differences between the two disciplines and allow for simultaneous NT and CSC research. It demonstrates how implementing narratological theories as computational, generative models can lead to insights for NT, and how grounding computational representations of narrative in NT can help CSC systems to take over creative responsibilities. It is the interplay of these two strands that underscores the feasibility and utility of generative modeling. The book is divided into 6 chapters: an introduction, followed by chapters on plot, fictional characters, plot quality estimation, and computational creativity, wrapped up by a conclusion. The book will be of interest to all those working in the fields of narrative theory and computational creativity.

The Routledge Handbook Of Chinese Discourse Analysis

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Author : Chris Shei
language : en
Publisher: Routledge
Release Date : 2019-01-14

The Routledge Handbook Of Chinese Discourse Analysis written by Chris Shei and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-14 with Foreign Language Study categories.

Chinese is a discourse-oriented language and the underlying mechanisms of the language involve encoding and decoding so the language can be correctly delivered and understood. To date, there has been a lack of consolidation at the discourse level such that a reference framework for understanding the language in a top-down fashion is still underdeveloped. The Routledge Handbook of Chinese Discourse Analysis is the first to showcase the latest research in the field of Chinese discourse analysis to consolidate existing findings, put the language in both theoretical and socio-functional perspectives, offer guidance and insights for further research and inspire innovative ideas for exploring the Chinese language in the discourse domain. The book is aimed at both students and scholars researching in the areas of Chinese linguistics and discourse analysis.

Text Speech And Dialogue

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Author : Kamil Ekštein
language : en
Publisher: Springer Nature
Release Date : 2019-09-02

Text Speech And Dialogue written by Kamil Ekštein and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-02 with Computers categories.

This book constitutes the proceedings of the 22nd International Conference on Text, Speech, and Dialogue, TSD 2019, held in Ljubljana, Slovenia, in September 2019. The 33 full papers presented in this volume were carefully reviewed and selected from 73 submissions. They were organized in topical sections named text and speech. The book also contains one invited talk in full paper length.

Information And Communication Technologies In Education Research And Industrial Applications

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Author : Vadim Ermolayev
language : en
Publisher: Springer Nature
Release Date : 2022-11-17

Information And Communication Technologies In Education Research And Industrial Applications written by Vadim Ermolayev and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-17 with Education categories.

This book constitutes the refereed proceedings of the 17th International Conference on Information and Communication Technologies in Education, Research, and Industrial Applications, ICTERI 2021, held in Kherson, Ukraine, during September 28–October 2, 2021. The 12 full papers were included in this book were carefully reviewed and selected from 24 submissions. They were organized in topical sections as follows: The Fundamentals of ICT; Natural Language Processing for the Ukrainian Language; The Applications of Novel ICT; and ICT in Teaching and Learning.

Human Language Technology Challenges Of The Information Society

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Author : Zygmunt Vetulani
language : en
Publisher: Springer
Release Date : 2009-08-25

Human Language Technology Challenges Of The Information Society written by Zygmunt Vetulani and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-08-25 with Computers categories.

Half a centuryago not manypeople had realizedthat a new epoch in the history of homo sapiens had just started. The term “Information Society Age” seems an appropriate name for this epoch. Communication was without a doubt a lever of the conquest of the human race over the rest of the animate world. There is little doubt that the human racebegan when our predecessorsstarted to communicate with each other using language.This highly abstractmeans of communicationwas probably one of the major factors contributing to the evolutionary success of the human race within the animal world. Physically weak and imperfect, humans started to dominate the rest of the world through the creation of communication-based societies where individuals communicated initially to satisfy immediate needs, and then to create, accumulate and process knowledge for future use. The crucial step in the history of humanity was the invention of writing. It is worth noting that writing is a human invention, not a phenomenon resulting from natural evolution. Humans invented writing as a technique for recording speech as well as for storing and facilitating the dissemination of knowledge across the world. Humans continue to be born illiterate, and therefore teaching and conscious supervised learning is necessary to maintain this basic social skill.

Corpus Linguistics Beyond The Word

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Author :
language : en
Publisher: BRILL
Release Date : 2015-07-14

Corpus Linguistics Beyond The Word written by and has been published by BRILL this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-14 with Language Arts & Disciplines categories.

This volume will be of particular interest to readers interested in expanding the applications of corpus linguistics techniques through new tools and approaches. The text includes selected papers from the Fifth North American Symposium, hosted by the Linguistics Department at Montclair State University in Montclair New Jersey in May 2004. The symposium papers represented several areas of corpus studies including language development, syntactic analysis, pragmatics and discourse, language change, register variation, corpus creation and annotation, and practical applications of corpus work, primarily in language teaching, but also in medical training and machine translation. A common thread through most of the papers was the use of corpora to study domains longer than the word. Not surprisingly, fully half of the papers deal with the computational tools and linguistic strategies needed to search for and analyze these longer spans of language while most of the remaining papers examine particular syntactic and rhetorical properties of one or more corpora.

Digital Transformation And Global Society

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Author : Daniel A. Alexandrov
language : en
Publisher: Springer Nature
Release Date : 2020-01-03

Digital Transformation And Global Society written by Daniel A. Alexandrov and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-03 with Computers categories.

This volume constitutes the refereed proceedings of the 4th International Conference on Digital Transformation and Global Society, DTGS 2019, held in St. Petersburg, Russia, in June 2019. The 56 revised full papers and 9 short papers presented in the volume were carefully reviewed and selected from 194 submissions. The papers are organized in topical sections on ​e-polity: governance; e-polity: politics online; e-city: smart cities and urban planning; e-economy: online consumers and solutions; e-society: computational social science; e-society: humanities and education; international workshop on internet psychology; international workshop on computational linguistics.

Dependency Structures From Syntax To Discourse

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Author : Hongxin Zhang
language : en
Publisher: Taylor & Francis
Release Date : 2023-09-28

Dependency Structures From Syntax To Discourse written by Hongxin Zhang and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-28 with Language Arts & Disciplines categories.

Based on the large corpora of journalistic English, this title examines dependency relations and related properties at both syntactic and discourse levels, seeking to unravel the language patterns of real-life usage. With a focus on rank-frequency distribution, the author investigates the distribution of linguistic properties/units from the perspectives of properties, motifs and sequencings. At the syntactic level, the book analyses the following three dimensions: various combinations of a complete dependency structure, valency and dependency distance. At the discourse level, it proves that the elements can also form dependency relations by exploring (1) the rank-frequency distribution of Rhetorical Structure Theory relations, their motifs, discourse valency and discourse dependency distance; (2) whether there is top-down organisation or an inverted pyramid structure at all the three discourse levels; and (3) whether discourse dependency distances and valencies are lawfully distributed, following the same distribution patterns as those at the syntactic level. This book will be of great value for scholars and students of quantitative linguistics and computational linguistics and its practical insights will also benefit professionals of language teaching and journalistic writing.