scholarly journals The 'time category' in natural languages and its semantic interpretation

1969 ◽  
Author(s):  
E. Vasiliu
Keyword(s):  
Semantic Interpretation ◽  
Natural Languages

Linguistic Data Model for Natural Languages and Artificial Intelligence. Part 5. Introduction to Logic

Discourse ◽  
2020 ◽  
Vol 6 (3) ◽  
pp. 109-117
Author(s):  
O. M. Polyakov
Keyword(s):  
Artificial Intelligence ◽  
Mathematical Logic ◽  
Natural Language ◽  
Semantic Interpretation ◽  
General View ◽  
World Model ◽  
Semantic Approach ◽  
Natural Languages ◽  
The World ◽  
Linguistic Aspect

Introduction. The article continues the series of publications on the linguistics of relations (hereinafter R–linguistics) and is devoted to an introduction to the logic of natural language in relation to the approach considered in the series. The problem of natural language logic still remains relevant, since this logic differs significantly from traditional mathematical logic. Moreover, with the appearance of artificial intelligence systems, the importance of this problem only increases. The article analyzes logical problems that prevent the application of classical logic methods to natural languages. This is possible because R-linguistics forms the semantics of a language in the form of world model structures in which language sentences are interpreted.Methodology and sources. The results obtained in the previous parts of the series are used as research tools. To develop the necessary mathematical representations in the field of logic and semantics, the formulated concept of the interpretation operator is used.Results and discussion. The problems that arise when studying the logic of natural language in the framework of R–linguistics are analyzed. These issues are discussed in three aspects: the logical aspect itself; the linguistic aspect; the aspect of correlation with reality. A very General approach to language semantics is considered and semantic axioms of the language are formulated. The problems of the language and its logic related to the most General view of semantics are shown.Conclusion. It is shown that the application of mathematical logic, regardless of its type, to the study of natural language logic faces significant problems. This is a consequence of the inconsistency of existing approaches with the world model. But it is the coherence with the world model that allows us to build a new logical approach. Matching with the model means a semantic approach to logic. Even the most General view of semantics allows to formulate important results about the properties of languages that lack meaning. The simplest examples of semantic interpretation of traditional logic demonstrate its semantic problems (primarily related to negation).

scholarly journals Linguistic Data Model for Natural Languages and Artificial Intelligence. Part 6. The Еxternal Logic

Discourse ◽  
2021 ◽  
Vol 7 (2) ◽  
pp. 127-134
Author(s):  
O. M. Polyakov
Keyword(s):  
Natural Language ◽  
Point Of View ◽  
Semantic Interpretation ◽  
Double Negation ◽  
Negative Particle ◽  
Natural Languages ◽  
Linguistic Model ◽  
Initial Stage ◽  
Language Interpretation ◽  
General Rules

Introduction. The article continues a series of publications on the linguistics of the relationship (hereafter R-linguistics) and is concerned with the semantic interpretation in terms of the linguistic model that is the initial stage to consider the logic of natural language (external logic).Methodology and sources. The results obtained in the previous parts of the series are used as research tools. In particular, the verbal categorization method is used to represent concepts and verbs. To develop the necessary mathematical representations in the field of logic and semantics of natural language, the previously formulated concept of the interpretation operator is used. The interpretation operator maps the sentences of the language into the model, taking into account the previously interpreted sentences.Results and discussion. The problems that arise during the operation of the natural language interpretation operator are analyzed using examples of text translation and utterance algebra. The source of problems is the dependence of the interpretation of sentences on the already accumulated results of interpretation. The features of the interpretation of negation and double negation in the language are analyzed. In particular, the negation of a sentence affects the interpretation of previous sentences, and double negation usually denotes a single negation with an indication of its scope. It is shown that even from the point of view of classical logic, linguistic negation is not unconditional, and the operation of concatenation is not commutative and associative. General rules of text interpretation in the form of step-by-step mapping of sentence elements into a linguistic model are formulated.Conlcusion. From the considered examples of the implementation of the interpretation operator, it follows that the negation of a sentence requires a change in the meaning of the operation of attributing sentences in the text. For this reason, the negative particle ”not” in the language is actually a label for changing the interpretation rule. The double negation rule in sentence logic does not hold, so sentences containing double negations are likely to contain information about the scope of the sentence negation in the text. Based on the analysis, the contours of the interpretation operator for the linguistic model are indicated.

Dependency Parsing

2011 ◽  
pp. 449-455
Author(s):  
Ruket Çakici
Keyword(s):  
Natural Language ◽  
Computational Linguistics ◽  
Language Processing ◽  
Syntactic Structure ◽  
Semantic Interpretation ◽  
Dependency Parsing ◽  
Natural Languages ◽  
Functional Representation ◽  
Statistical Dependency ◽  
Direct Dependency

Annotated data have recently become more important, and thus more abundant, in computational linguistics . They are used as training material for machine learning systems for a wide variety of applications from Parsing to Machine Translation (Quirk et al., 2005). Dependency representation is preferred for many languages because linguistic and semantic information is easier to retrieve from the more direct dependency representation. Dependencies are relations that are defined on words or smaller units where the sentences are divided into its elements called heads and their arguments, e.g. verbs and objects. Dependency parsing aims to predict these dependency relations between lexical units to retrieve information, mostly in the form of semantic interpretation or syntactic structure. Parsing is usually considered as the first step of Natural Language Processing (NLP). To train statistical parsers, a sample of data annotated with necessary information is required. There are different views on how informative or functional representation of natural language sentences should be. There are different constraints on the design process such as: 1) how intuitive (natural) it is, 2) how easy to extract information from it is, and 3) how appropriately and unambiguously it represents the phenomena that occur in natural languages. In this article, a review of statistical dependency parsing for different languages will be made and current challenges of designing dependency treebanks and dependency parsing will be discussed.

scholarly journals Unnaturalness of Negation – an Old Wives’ Tale Retold

2006 ◽  
Vol 3 (1-2) ◽  
pp. 63-74
Author(s):  
Gašper Ilc
Keyword(s):  
Structural Complexity ◽  
Semantic Interpretation ◽  
Negative Concord ◽  
Mathematical Operation ◽  
Double Negation ◽  
Natural Languages ◽  
History Of ◽  
And Linguistics ◽  
Linguistic Phenomenon ◽  
History Of Study

Negation has a very long history of study. In the realm of logic, negation is seen as a simple operation that turns an affirmative to a negative. This assumption strongly affected the linguistic study of negation, and led to some misconceptions. For example, negation in natural languages is seen as something unnatural, artificial and syntactically as well as semantically dependant on affirmation. It is perceived as a logical/mathematical operation that turns affirmatives into negatives by way of syntactic transformation and semantic cancellation of multiple negatives. To refute some of these misconceptions, the paper investigates the nature of negation as a linguistic phenomenon, and shows that negation in logic and linguistics should not and cannot be treated in the same fashion. Special attention is paid to the problems of structural complexity, the syntactic notion of multiple negation and its different semantic interpretations. With regard to the semantic interpretation of multiple negation, languages, by and large, allow for two possibilities: negative concord and double negation. Negative concord, which interprets two negatives as a single negation, seems to represent the natural course of language development, while double negation, which allows the cancellation of two negatives resulting in affirmation, was introduced into languages under the influence of logic in the 17th and 18th centuries.

scholarly journals Neodavidsonianism in Semantics and Syntax

2019 ◽  
pp. 286-313
Author(s):  
Terje Lohndal
Keyword(s):  
Syntactic Structure ◽  
Semantic Interpretation ◽  
Natural Consequence ◽  
Natural Languages ◽  
Original Proposal ◽  
Original Insight ◽  
The Impact ◽  
Event Variable

This chapter discusses the impact and development of Donald Davidson’s original proposal that there is an event variable in the logical forms that encode meaning in natural languages. Originally, Davidson was concerned with adjuncts and their entailments, but this chapter demonstrates how these insights were extended to apply to thematic arguments. It is argued that there is a family of Neodavidsonian proposals that all have in common that they argue for Neodavidsonian logical forms. However, they differ substantially in how they derive these logical forms, notably in what assumptions they make concerning the syntactic structure that serves as an input to the semantic interpretation. The chapter provides an overview of some of the different approaches, closing by defending a view that can be viewed as a natural consequence of the original insight due to Davidson: not only event predicates, but also argument predicates are linked together by way of conjunction.

Dependency Parsing

2012 ◽  
pp. 2117-2124
Author(s):  
Ruket Çakici
Keyword(s):  
Natural Language ◽  
Computational Linguistics ◽  
Language Processing ◽  
Syntactic Structure ◽  
Semantic Interpretation ◽  
Dependency Parsing ◽  
Natural Languages ◽  
Functional Representation ◽  
Statistical Dependency ◽  
Direct Dependency

Annotated data have recently become more important, and thus more abundant, in computational linguistics . They are used as training material for machine learning systems for a wide variety of applications from Parsing to Machine Translation (Quirk et al., 2005). Dependency representation is preferred for many languages because linguistic and semantic information is easier to retrieve from the more direct dependency representation. Dependencies are relations that are defined on words or smaller units where the sentences are divided into its elements called heads and their arguments, e.g. verbs and objects. Dependency parsing aims to predict these dependency relations between lexical units to retrieve information, mostly in the form of semantic interpretation or syntactic structure. Parsing is usually considered as the first step of Natural Language Processing (NLP). To train statistical parsers, a sample of data annotated with necessary information is required. There are different views on how informative or functional representation of natural language sentences should be. There are different constraints on the design process such as: 1) how intuitive (natural) it is, 2) how easy to extract information from it is, and 3) how appropriately and unambiguously it represents the phenomena that occur in natural languages. In this article, a review of statistical dependency parsing for different languages will be made and current challenges of designing dependency treebanks and dependency parsing will be discussed.

The place of the plant world in the worldview system of transoxiana sufism in 16th century

2020 ◽  
Vol 6 (Extra-A) ◽  
pp. 157-161
Author(s):  
Lutfullo Eshonovich Ismoilov ◽  
Ramil Tagirovich Yuzmukhametov ◽  
Markhabo Tukhtasunovna Rajabova
Keyword(s):  
Comparative Method ◽  
Literary Analysis ◽  
Semantic Interpretation ◽  
16Th Century ◽  
Main Method ◽  
Holistic Understanding ◽  
The World ◽  
Lives Of The Saints

The article considers the topic of the Plant World in the Sufi writings of the 16th century Transoxiana, based on the material of manakibs, i. e. the so-called Lives of the Saints. The significance and relevance of the topic is due to the need to study the issues of semantic interpretation of the concept of plant and plant world in Sufi writings. Hence, the purpose of this article is to disclose the diverse meanings of the concept of the “World of Plants” contained in the 16th-century Transoxiana manakibs of such authors as Abdurakhman Jami, Abu-l Baka b. Khodzha Bakha-ud-din, Khusein Serakhsi. The main method in the study of this issue is the historical and comparative method, and the method of literary analysis, which allows you to create a holistic understanding of the symbolism of the Plant World in Sufi writings of Transoxiana of the 16th century.      

Louis Vierne

2017 ◽  
Author(s):  
Helen Abbott
Keyword(s):  
Adhesion Strength ◽  
Statistical Data ◽  
Semantic Interpretation ◽  
Strength Tests ◽  
Poetic Vision

Organiste-titulaire of Notre-Dame de Paris for nearly forty years, Louis Vierne composed over sixty songs, including a set of five Baudelaire songs, Cinq Poèmes de Baudelaire, published in 1921. This analysis covers: (a) the context of composition; (b) the connections established between selected poems; (c) the statistical data generated from the adhesion strength tests; and (d) how the data shape an evaluation of Vierne’s settings of Baudelaire. Findings reveal how the poetic line is minimally disrupted in these songs, as the vocal line remains very independent of the piano. As a result, the bonds between poem and music are largely abhesive, which means it is possible to recover the poem intact from the song score. As complex mélodies, the lack of interference with the fabric of Baudelaire’s versification, together with limited musical-semantic interpretation, means that Vierne’s music remains attentive towards Baudelaire’s poetic vision, offering an accretive outcome overall.

Ritualizing Iconic Jewish Texts

2020 ◽  
pp. 239-255
Author(s):  
James W. Watts
Keyword(s):  
Semantic Interpretation ◽  
Religious Communities ◽  
Christian Tradition ◽  
Oral Performance ◽  
The Bible ◽  
Christian Worship ◽  
Scholarly Attention

Bibles and parts of bibles are themselves used as ritual objects in Jewish and Christian worship. Their display and manipulation, oral performance, and semantic interpretation have been ritualized by synagogues and churches since antiquity. The origins of these practices are rooted in the Bible itself. Their influence has shaped every Jewish and Christian tradition and reaches beyond them to Muslims, Manicheans, and other religious communities. This chapter and its companions in this volume on Christianity and Islam focus mostly on how the iconic dimension of scriptures gets ritualized, because the iconic dimension has received less scholarly attention than the ritualization of scripture’s oral performance, artistic illustration, and semantic interpretation.

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