Exploration Of Language Topology And Construction Of Couplet System

Language is a unique human skill that enables people to distinguish themselves from other organisms.Language is both a tool for human beings and a set of symbolic systems.It is also a way of life process.And Chinese is very characteristic in many languages.It belongs to hieroglyphs and there is no gap between words and words.This is very different from English and Indo-European languages.It also determines that the natural language understanding of Chinese and the natural language understanding of English and other languages are completely different in mechanism and cannot be generalized.In 1932,Mr.Yin Koh Tschen formally stated in his "Liu Shuya's Study Paper on Chinese Language" that "Chinese grammar has not yet been established." This was named "Yin Koh Tschen's problem." Inspired by this,another way is to study Chinese natural language understanding from the symmetry and topology of language.First,this article briefly reviews the symmetry of the language.Because the symmetry of language is the earliest research topic of the intelligent science laboratory,it belongs to the pioneering achievement of Chinese natural language understanding.The symmetry of language refers to the symmetrical structure formed by the confrontation between phonetics,speech,grammar,and rhetoric,so that there is a symmetrical beauty in artistic conception.Second,Topology belongs to a subfield of mathematics,which is to study the invariant nature of spatial graphics after continuous transformation.After gathering relevant academic materials,the idea of combining topology and linguistics was determined,and the topological approach was used to study Chinese issues.From the three perspectives of open and closed classes of language,conceptual metaphor theory,and recursion of language,the topological nature of language can be found.It can be found that the topology of language is also a characteristic of language.With the deepening of research,this way of understanding the language is actually a cognitive method.When cognitive linguistics is introduced at a proper time,and it is raised to the perspective of cognition,it is not difficult to find that this is a type of topological cognition.This paper finds the point of integration of topology and linguistics,with the close relationship between homeomorphism mapping,topological equivalence and linguistics.Again,with the rise of machine learning and artificial intelligence,natural language processing has now developed rapidly,and textual classification,sentiment analysis,and other related application directions have emerged,and at the same time,it has gained positive market response.In this context,the couplet system is selected as the application practice of Chinese natural language processing.The couplet is a kind of language form unique to Chinese,and it is a rhetorical device.It also reflects the topological nature of the language to some extent.In addition,the application of the seq2 seq model based on the neural network to the couplet system can realize the automatic generation of couplets,and the continuous training effect through the model will gradually increase.This requires a sufficient number of input and parameter adjustments to the couple dataset.In this paper,we have added some couplet data on the Internet based on the “Yongyue rhyme” in an effort to maximize the original appearance of the couplet.In the end,the couplet system achieved the desired results.This proves that applying the seq2 seq model to a couplet system is completely feasible.The ointment in the United States lies in the lack of handling the "flat".The implementation of the couplet system is a perfect response to the "Chen Ji puzzle" and Chen Hao's "pairs of children".Through the exploration of the topology of language,we can understand the syntactic structure of Chinese more comprehensively and comprehensively.From the semantic space to the grammar space,from the plane space to the three-dimensional topological space,in terms of semantics,syntax and pragmatics,we study its laws from the perspective of cognition,thus breaking the boundary between the three.