Mathematical and Computational Analysis of Natural Language

Mathematical and Computational Analysis of Natural Language
Author: Carlos Martín Vide
Publisher: John Benjamins Publishing
Total Pages: 410
Release: 1998-01-01
Genre: Language Arts & Disciplines
ISBN: 9027215545

In the last decade, computational linguistics has produced a revival of the interest in the mathematical study of the various levels of human language. This volume contains a selection of recent research papers approaching mathematical and computational topics in natural languages, with a special attention being paid to syntax and semantics. According with their main focus, the papers are distributed into four parts: Syntax, Semantics, Natural language processing and Varia, which cover a vast range of problems. The book may be of interest to all those who intend to know which kind of mathematics is used when giving account of natural language, as well as to people working on computational issues involving human-machine interaction.

Computational Analysis and Understanding of Natural Languages: Principles, Methods and Applications

Computational Analysis and Understanding of Natural Languages: Principles, Methods and Applications
Author:
Publisher: Elsevier
Total Pages: 540
Release: 2018-08-27
Genre: Mathematics
ISBN: 0444640436

Computational Analysis and Understanding of Natural Languages: Principles, Methods and Applications, Volume 38, the latest release in this monograph that provides a cohesive and integrated exposition of these advances and associated applications, includes new chapters on Linguistics: Core Concepts and Principles, Grammars, Open-Source Libraries, Application Frameworks, Workflow Systems, Mathematical Essentials, Probability, Inference and Prediction Methods, Random Processes, Bayesian Methods, Machine Learning, Artificial Neural Networks for Natural Language Processing, Information Retrieval, Language Core Tasks, Language Understanding Applications, and more. The synergistic confluence of linguistics, statistics, big data, and high-performance computing is the underlying force for the recent and dramatic advances in analyzing and understanding natural languages, hence making this series all the more important. - Provides a thorough treatment of open-source libraries, application frameworks and workflow systems for natural language analysis and understanding - Presents new chapters on Linguistics: Core Concepts and Principles, Grammars, Open-Source Libraries, Application Frameworks, Workflow Systems, Mathematical Essentials, Probability, and more

Foundations of Computational Linguistics

Foundations of Computational Linguistics
Author: Roland Hausser
Publisher: Springer Science & Business Media
Total Pages: 541
Release: 2013-03-09
Genre: Computers
ISBN: 3662039206

The central task of future-oriented computational linguistics is the development of cognitive machines which humans can freely speak to in their natural language. This will involve the development of a functional theory of language, an objective method of verification, and a wide range of practical applications. Natural communication requires not only verbal processing, but also non-verbal perception and action. Therefore, the content of this book is organized as a theory of language for the construction of talking robots with a focus on the mechanics of natural language communication in both the listener and the speaker.

Mathematics and Computation

Mathematics and Computation
Author: Avi Wigderson
Publisher: Princeton University Press
Total Pages: 434
Release: 2019-10-29
Genre: Computers
ISBN: 0691189137

From the winner of the Turing Award and the Abel Prize, an introduction to computational complexity theory, its connections and interactions with mathematics, and its central role in the natural and social sciences, technology, and philosophy Mathematics and Computation provides a broad, conceptual overview of computational complexity theory—the mathematical study of efficient computation. With important practical applications to computer science and industry, computational complexity theory has evolved into a highly interdisciplinary field, with strong links to most mathematical areas and to a growing number of scientific endeavors. Avi Wigderson takes a sweeping survey of complexity theory, emphasizing the field’s insights and challenges. He explains the ideas and motivations leading to key models, notions, and results. In particular, he looks at algorithms and complexity, computations and proofs, randomness and interaction, quantum and arithmetic computation, and cryptography and learning, all as parts of a cohesive whole with numerous cross-influences. Wigderson illustrates the immense breadth of the field, its beauty and richness, and its diverse and growing interactions with other areas of mathematics. He ends with a comprehensive look at the theory of computation, its methodology and aspirations, and the unique and fundamental ways in which it has shaped and will further shape science, technology, and society. For further reading, an extensive bibliography is provided for all topics covered. Mathematics and Computation is useful for undergraduate and graduate students in mathematics, computer science, and related fields, as well as researchers and teachers in these fields. Many parts require little background, and serve as an invitation to newcomers seeking an introduction to the theory of computation. Comprehensive coverage of computational complexity theory, and beyond High-level, intuitive exposition, which brings conceptual clarity to this central and dynamic scientific discipline Historical accounts of the evolution and motivations of central concepts and models A broad view of the theory of computation's influence on science, technology, and society Extensive bibliography

Phrasal Constructions and Resultativeness in English

Phrasal Constructions and Resultativeness in English
Author: Marina Gorlach
Publisher: John Benjamins Publishing
Total Pages: 163
Release: 2004-12-23
Genre: Language Arts & Disciplines
ISBN: 9027294852

Eat up the apple or Eat the apple up? Is there any difference in the messages each of these alternative forms sends? If there isn’t, why bother to keep both? On the other hand, is there any semantic similarity between eat the apple up and break the glass to pieces? This study takes a fresh look at a still controversial issue of phrasal verbs and their alternate word order applying sign-oriented theory and methodology. Unlike other analyses, it asserts that there is a semantic distinction between the two word order variants phrasal verbs may appear in. In order to test this distinction, the author analyzes a large corpus of data and also uses translation into a language having a clear morphological distinction between resultative/non-resultative forms (Russian). As follows from the analysis, English has morphological and syntactic tools to express resultative meaning, which allows suggesting a new lexico-grammatical category – resultativeness.

Lexical Creativity, Texts and Contexts

Lexical Creativity, Texts and Contexts
Author: Judith Munat
Publisher: John Benjamins Publishing
Total Pages: 314
Release: 2007-11-06
Genre: Language Arts & Disciplines
ISBN: 9027291756

The coining of novel lexical items and the creative manipulation of existing words and expressions is heavily dependent on contextual factors, including the semantic, stylistic, textual and social environments in which they occur. The twelve specialists contributing to this collection aim to illuminate creativity in word formation with respect to functional discourse roles, but also examine ‘critical creativity’ determined by language policy, as well as diachronic phonetic variation in creatively-coined words. The data, based either on large corpora or smaller hand-collected samples, is drawn from advertising, the daily press, electronic communication, literature, spoken interaction, cartoons, lexical ontologies and style guides. The coining of novel lexical items and the creative manipulation of existing words and expressions is heavily dependent on contextual factors, including the semantic, stylistic, textual and social environments in which they occur. The twelve specialists contributing to this collection aim to illuminate creativity in word formation with respect to functional discourse roles, but also examine ‘critical creativity’ determined by language policy, as well as diachronic phonetic variation in creatively-coined words. The data, based either on large corpora or smaller hand-collected samples, is drawn from advertising, the daily press, electronic communication, literature, spoken interaction, cartoons, lexical ontologies and style guides. Each study analyses novel formations in relation to their contexts of use and inevitably leads to the crucial question of creativity vs. productivity. By focussing on creative lexical formations at the level of parole, these studies provide insights into morphological theory at the level of langue, and ultimately seek to explain lexical creativity as a function of language use.

The Motivated Syntax of Arbitrary Signs

The Motivated Syntax of Arbitrary Signs
Author: Erica C. García
Publisher: John Benjamins Publishing
Total Pages: 354
Release: 2009-09-14
Genre: Language Arts & Disciplines
ISBN: 9027289107

This detailed study challenges the claim that syntax is arbitrary and autonomous, as well as the assumption that Spanish clitic clusters constitute grammaticalized units. Diverse--apparently unrelated--restrictions on clitic clustering in both simplex VP's and Accusative cum Infinitive structures are shown to be cognitively motivated, given the meaning of the individual clitics, and the compositional/interpretative routines those meanings motivate. The analysis accounts, in coherent and principled fashion, for the absolute non-occurrence of some clusters, and the interpretation-dependent acceptability of all remaining clitic combinations: cluster acceptability depends on the ease with which the given clitic combination can be processed to yield a congruent message; there is no point in combining clitics whose meanings preclude speedy processing of the cluster. The monograph goes beyond previous work on Spanish clitics in its wealth of data, the range of syntactic phenomena discussed, and its analytic scope.

Dramatized Discourse

Dramatized Discourse
Author: Zhuo Jing-Schmidt
Publisher: John Benjamins Publishing
Total Pages: 362
Release: 2005-08-31
Genre: Language Arts & Disciplines
ISBN: 9027294283

Language is a symbolic system of meanings evoked by linguistic forms. The choice of forms in communication is non-arbitrary. Rather, speakers pick those forms whose meanings best convey their discourse intention. The meaning of the Mandarin ba-construction, argues Jing-Schmidt, is discourse dramaticity, a concept that includes high conceptual salience and subjectivity. The ba-construction and its "syntactic variations" are never interchangeable because contrast in their meanings determines difference in their functions. Quantitative analyses based on authentic data validate the postulation of discourse dramaticity. By taking discourse pragmatics seriously, the dramaticity hypothesis enables a unitary explanation that transcends sentence grammar. The diachronic treatment reveals the syntactic change of the ba-construction as an adaptive process of pragmatization, which raises the issue of linguistic evolution as a result of socio-cultural development. This book will be of particular value to readers interested in the interaction between grammar and pragmatics and to teachers confronting the controversy of the ba-construction in foreign language pedagogy.

Meaning Predictability in Word Formation

Meaning Predictability in Word Formation
Author: Pavol Štekauer
Publisher: John Benjamins Publishing
Total Pages: 313
Release: 2005-03-18
Genre: Language Arts & Disciplines
ISBN: 9027294569

This book aims to contribute to a growing interest amongst psycholinguists and morphologists in the mechanisms of meaning predictability. It presents a brand-new model of the meaning-prediction of novel, context-free naming units, relating the wordformation and wordinterpretation processes. Unlike previous studies, mostly focussed on N+N compounds, the scope of this book is much wider. It not only covers all types of complex words, but also discusses a whole range of predictability-boosting and -reducing conditions. Two measures are introduced, the Predictability Rate and the Objectified Predictability Rate, in order to compare the strength of predictable readings both within a word and relative to the most predictable readings of other coinages. Four extensive experiments indicate inter alia the equal predicting capacity of native and non-native speakers, the close interconnection between linguistic and extra-linguistic factors, the important role of prototypical semes, and the usual dominance of a single central reading.

Spanish Phonology and Morphology

Spanish Phonology and Morphology
Author: David Eddington
Publisher: John Benjamins Publishing
Total Pages: 216
Release: 2004-12-23
Genre: Language Arts & Disciplines
ISBN: 9027294844

Unlike most monographs on Spanish phonology and morphology that approach these topics from a structuralist or generativist framework, this volume is written from a less traditional point of view. More specifically, it emphasizes quantitative evidence from sources such as usage-based studies, psycholinguistic experiments, corpus data, and computer simulations. Arguments are presented to demonstrate that these kinds of evidence are crucial for establishing theories of language that relate to the psychological mechanisms involved in producing and comprehending speech, in contrast to theories about abstract linguistic structure. A range of topics is covered including morphological parsing, nominalization, stress, syllable structure, diphthongization, gender, morphophonemic alternations, and epenthesis. An appendix is included that serves as a primer on quantitative linguistic research. It discusses how some of the cited experiments were carried out, provides an introduction to statistical analysis, and discusses tools that are available for conducting quantitative research on the Spanish language.