TextDream: Conditional Text Generation by Searching in the Semantic Space

Author(s):  
Weidi Xu ◽  
Haoze Sun ◽  
Chao Deng ◽  
Ying Tan
2020 ◽  
Vol 88 ◽  
pp. 01015
Author(s):  
Elena Ozerova ◽  
Oleg Fedoszov

The article examines the cognitive specificity of lyric prose texts as a product of discursive activity. The semantic space of lyric prose texts decodes images of cultural memory as an interpretive category of cognitive linguopoetics. The meaning-generating mechanisms of lyric prose texts are focused on reflecting the ego-perception of reality, which explicates the cultural and value attitudes of the author. In cognitive linguopoetics, architectonics represents the semantic essence and integrity of the lyric prose text, since it is a discursive and pragmatic manifestation of its semantic continuum. Through the prism of the architectonics of the text, the associative-figurative tonality of the semantic content of the artistic text is decoded. That is why the concept of architectonics integrates two principles: a) the creative-discursive potential of text generation and b) a multi-vector palette of discursive consciousness, which is motivated by the experience of lyrical speech thinking. The essence of lyric prose texts is determined by the lyrical architectonics of sensory-emotional and aesthetic integrity, which is motivated by poetic reflexems, representing a discursively conditioned scan of reality, passed through the prism of expressive-figurative perception of the egotope.


CounterText ◽  
2015 ◽  
Vol 1 (3) ◽  
pp. 348-365 ◽  
Author(s):  
Mario Aquilina

What if the post-literary also meant that which operates in a literary space (almost) devoid of language as we know it: for instance, a space in which language simply frames the literary or poetic rather than ‘containing’ it? What if the countertextual also meant the (en)countering of literary text with non-textual elements, such as mathematical concepts, or with texts that we would not normally think of as literary, such as computer code? This article addresses these issues in relation to Nick Montfort's #!, a 2014 print collection of poems that presents readers with the output of computer programs as well as the programs themselves, which are designed to operate on principles of text generation regulated by specific constraints. More specifically, it focuses on two works in the collection, ‘Round’ and ‘All the Names of God’, which are read in relation to the notions of the ‘computational sublime’ and the ‘event’.


Author(s):  
М. В. Дзисюк

Definitions of concept and sphere of the concept are widely used in different aspects of modern linguistics. There is no single understanding of these notions and universal methodology of research has not been invented by linguists yet. This predetermines topicality of the article. The aim of our research is analysis, generalization, and systematization of different approaches to the interpretation of the notion ‘concept’ that exist in modern linguistics. It results in the following tasks: analysis of existing definitions of concept and its division into certain ranges and defining classification features. Modern linguists raise the questions of the conceptual and linguistic image of the world, the role of a human factor in its formation and interaction as in a linguistic process more frequently and it is defined as a fact in today’s linguistic scientific literature. The problem of individual language formation, poetic one in particular gains important meaning in this context. Ukrainian linguists use the notion of ‘concept’ for a long time now although they adhere to different views on its definition. Researches of the question define two major approaches in the analysis of the notion ‘concept’ that is linguistic-cognitive and linguistic-cultural. We can claim that words-concepts are agents between material reality and the ideal world that is synthesized in poetry, carriers of sense since with their help the versatility of the real world correlates with eternal spiritual values. Therefore, main features of the notion ‘concept’ in which objectively-cognitive and subjectively-creative features are combines are as follow sensual authenticity, time-spatial features, mediation between material and spiritual, semantic filling, ability to polysemy. A word with a generally symbolic meaning that is implemented in a language process through literary techniques typical for poet’s idiotype is the main core of the concept. The concept in poetic language formation by modern Uman poets is semantically integral, fulfilled, able to penetrate into other concepts and absorb semantically narrower images saving unity and semantic independence, varying numerous interpretations that project it in a certain semantic space, saving potential of real reflection.


2019 ◽  
pp. 95-101
Author(s):  
D. V. Vel’misova

The presented study examines the value and motivational aspects of employee personality in the monetary and financial sector in 2017–2019.Aim. The study aims to perform a sociological analysis of value and motivational aspects and to substantiate their regulatory role in improving employee performance in the monetary and financial sector.Tasks. Based on the proposed methodology for the diagnostics of the value and motivational aspects of employee personality in the monetary and financial sector, the author performs an empirical analysis of the professional activity of different employee categories, identifies the major orientations and preferences, and develops a five-step plan to improve employee motivation in professional activity.Methods. The theoretical and methodological basis of this study includes findings of Russian and foreign authors in the field of value systems, motives, personal priorities, their formation, dynamics, and impact on individual and social development.Results. The study determines the essence of value and motivational aspects; develops a refined methodology for the diagnostics of the value and motivational aspects of employee personality in the monetary and financial sector; performs a comparative analysis of value and motivational aspects, including detection of statistically significant differences depending on employee affiliation with professional qualification and status groups; identifies patterns in the dynamics of the value-semantic space of monetary and financial organizations in the field of social and labor relations.Conclusions. The main conclusion to be drawn from this study is that the structure of value and motivational aspects, which are an attribute of the quality and performance of employee labor in the monetary and financial sector, differs significantly depending on employee affiliation with a certain status or professional qualification group. Analysis, modeling, and monitoring of the value and motivational aspects that characterize certain social and professional roles, interpretation of this information and its application in the regulation of social and labor relations are the crucial componentsof management of labor quality and organizational performance. 


Author(s):  
Nadezhda V. Razumkova

This article reviews the text concept studies on the material of a Russian poem and its translation into Chinese within the framework of the anthropological linguistics. The study of individual concepts, embodying the ethical and aesthetic values of a creative person, is relevant and promising for the further development of establishing their role in the implementation of a writer’s individual style in translation. The author analyzes the lexical-semantic space, which implements a fragment of the content of the universal concept of HOME, presented in the original and translated texts. The author presents a linguistic experiment carried out among Chinese students. Its purpose was to consider the cognitive (indicative, figurative, and situational) basis of the content of the translation and the degree of its compliance with the author’s intention. The tasks include the description of translation transformations as well as interpretation of the mental reactions of Chinese respondents. The results obtained indicate that the author’s representation of the HOME concept is achieved through the use of cognitive structures, associated with Russian traditional views. The representation of the discursive concept by interpreters is accompanied by cognitive refraction in terms of the associative development of thoughts. Literary translation is seen as an indirect act of intercultural communication, the subjects of which — the author, translator, and reader — have a set of individual characteristics, lining up on the principle of following an ethnic cultural standard to individual-emotional and gender marked manifestations.


Author(s):  
Johannes Tröger ◽  
Hali Lindsay ◽  
Mario Mina ◽  
Nicklas Linz ◽  
Stefan Klöppel ◽  
...  

Abstract Objective: Semantic verbal fluency (SVF) tasks require individuals to name items from a specified category within a fixed time. An impaired SVF performance is well documented in patients with amnestic Mild Cognitive Impairment (aMCI). The two leading theoretical views suggest either loss of semantic knowledge or impaired executive control to be responsible. Method: We assessed SVF 3 times on 2 consecutive days in 29 healthy controls (HC) and 29 patients with aMCI with the aim to answer the question which of the two views holds true. Results: When doing the task for the first time, patients with aMCI produced fewer and more common words with a shorter mean response latency. When tested repeatedly, only healthy volunteers increased performance. Likewise, only the performance of HC indicated two distinct retrieval processes: a prompt retrieval of readily available items at the beginning of the task and an active search through semantic space towards the end. With repeated assessment, the pool of readily available items became larger in HC, but not patients with aMCI. Conclusion: The production of fewer and more common words in aMCI points to a smaller search set and supports the loss of semantic knowledge view. The failure to improve performance as well as the lack of distinct retrieval processes point to an additional impairment in executive control. Our data did not clearly favour one theoretical view over the other, but rather indicates that the impairment of patients with aMCI in SVF is due to a combination of both.


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