Chatgpt since release，Won the favor of the industry and trigger heated discussions around the world。As the fastest -growing artificial intelligence application in the history of human science and technology，ChatGPT benefits from the rapid development of natural language processing technology。Natural language processing is an important research direction in the field of computer science and artificial intelligence，Mainly refers，Through artificial processing and deep training of the machine code，Make the natural language of the machine can be read and is understood and accepted by humans。Human code code is not only a tool for human communication，Also people think、Key means to understand and express。The uniqueness of the human language code lies in complexity and diversity，This complexity and diversity provides a solid explanation and cognitive basis for natural language processing。

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The human language code lays the foundation for the development of natural language treatment。This is mainly reflected in，Human language code in voice recognition、Semantic analysis、grammar analysis three aspects，Provides cognitive mechanisms and deep motives for natural language processing。

First is voice emotional recognition。Human code can provide emotional support for natural language processing。During the relationship，People will pass the voice of the discourse，Judgment of the other person's emotional state，so as to achieve a certain social purpose。Voice recognition is the primary task of natural bet365 Play online games language processing，Matching recognition through voice signal processing and patterns，It can allow the machine to automatically identify and translate it into a understanding code that humans can understand，Turn the voice to text to apply it to scene communication。With artificial intelligence entering all aspects of daily life，People have put forward higher requirements for natural language processing，I hope they can perceive human emotions、The ability to intention。Emotional expression function in human language code，Provide support for voice emotional recognition that can be treated natural language。This is mainly to analyze the speaker's acoustic characteristics and rhythm characteristics，Extract the voice characteristics of independent speakers and the voice characteristics of non -independent speakers，Therefore, expressing expressive emotions into traditional voice synthesis technology。voice emotional recognition technology integrated into the voice dialogue system，Make the computer more natural、Harly realizing man -machine dialogue and communication。

The second is semantic analysis。Human code provides semantic analysis environment for natural language processing。Language is a tool for humans to know the world，is a medium for people to communicate thoughts，With cultural mirror、Cultural inheritance and other functions。Social Linguistics Considering，Semantic analysis is a speech activity process，Talkyers use their own language codes to combine social and cultural background to express themselves、Understand the other party，Each step is the result of the two parties negotiated with each other。Computer semantics analysis is a branch of artificial bet365 best casino games intelligence，Involved in linguistics、Calculating Linguistics、Multiple disciplines such as machine learning and cognitive language，It is a natural language processing technology。Semantic analysis uses multiple methods，Premises with the function of human language code，Learning and understanding the semantic content expressed in the text，Help computer understand the semantics in the text，As a result, the goal of natural language processing。In recent years，Semantic analysis develops rapidly，Play in Go、Autonomous driving、Image recognition and other fields have made breakthrough progress。Semantic analysis is based on the human language code，Combining language model and machine learning algorithm，to better realize human -computer interaction。

Three is grammar analysis。Human code provides grammatical analysis rules for natural processing。Language is an important communication tool for human beings，closely related to thinking，It is a direct manifestation of thinking。The grammar is the structure and rules of the word code，People use their ideas with words、Sentences and certain grammatical rules form language，Make ideological exchanges and knowledge transmission。So，When humans understand language，You need to consider the grammatical structure，and associate it with semantics and use。The syntax hidden in the discourse implies the intention of the speaker，It is conducive to the understanding of the discourse's understanding of the word from grammar。The processing of text information in natural language processing is based on the grammatical rules of human language，Analyze the text and determine the grammatical structure。In this process，You need bet365 best casino games to consider the characteristics of words、The relationship between the preface and sentence method、Sentence analysis、Victory analysis and other factors，To accurately capture the grammar structure。Grammar analysis maps the real world that humans care about to computer world，Promoting the development of natural language treatment。

　Facing challenges

The development and application of natural language processing technology，is one of the important forces to promote the development of our language industry。but but，Natural language processing while bringing huge development dividends to human society，Its uncertainty also brings a lot of challenges。

First, natural language processing will invade personal privacy。When we use social media、Search Engine、When a smartphone，To improve the accuracy of language understanding and generating，It will generate a lot of data。These data may be used to train natural language processing models，Involved personal information、Hobbies、social network, etc.。But，This process may bring a series of safety hazards，If data abuse、Personal tracking、Server vulnerability, etc.，Some of the rights and interests of users and even cause damage。

Second, natural language processing will lead to discrimination of language use。The task of machine learning focuses on large -scale、Data training with labeled。but，Due to the deviation of training data，May unconsciously let the data generate gender、Bias in the fields of culture。For example，Use the language biased to specific sex in the recruitment advertisement，will lead to gender discrimination; use discriminatory language in social media，will cause conflicts between different groups; different outputs to different users in Bet365 lotto review information retrieval，will also lead to group prejudice。

Third, natural language processing will affect the creativity of human language。Wilhelm Von Humboldt believes，Language is not a product but a creative activity，The language is the field of boundless，That is the sum of all the objects of thinking，The language is only innovative，Society will continue to improve。Natural language processing model based on large -scale corpus training，The corpus contains a lot of common expression and language mode，For computers to respond to customer needs in real time。Due to the huge advantage of natural language treatment，At present, people often choose to seek help on the Internet when they encounter problems。Excessive dependence on the computer may limit the innovative nature of human language，Progress that hinders social language civilization。

　　Active response

Wide application of natural language processing technology，generated huge economic benefits and benefited the society。But the popularity of natural language processing technology，It also brought some potential risks。We should actively respond to this。

First, promote the innovation of natural language processing technology。my country attaches great importance to artificial intelligence development，Direction of the development of the era of natural language processing。Human code activities are creative，Technical innovation of natural language processing should be based on human language code，In the human language code function、Features，The development of the industry with innovation，So as to improve the core competition and comprehensive service capabilities of natural language processing，Provide strong support for the development of related industries。

Second is to promote in -depth cooperation of natural language treatment。bet365 Play online games Monica Heller pointed out，Human language code plays an important integration role in social communication，Can promote exchanges and cooperation in various research areas。In recent years，Human code to empower the natural language processing technology is constantly mature，greatly promoted the development of artificial intelligence。At the same time，Natural language processing also faces some challenges。Challenges brought by data processing，Realization of opening、Health、Safe digital processing ecological mode，A close governance system should be formed in various fields，Construction of data governance rules and concepts of co -construction tolerance and sharing，Creating a new situation in cooperation。

Human code to empower natural language processing voice analysis、Semantic analysis、Grammar analysis ability，Provides a strong support for the benign interaction with natural language treatment，Promoting the development of social language civilization。But，Natural language processing faces many challenges，If you violate personal privacy、Leading human language discrimination、Obstructing human language innovation, etc.。So，We should continue to strengthen natural language data protection，Promoting natural language processing technology innovation，Natural language processing cooperation in various fields，Continuously deepen the process of the processing of natural code processing for human language code。

　(This article is the National Social Science Fund general project "Bilingual Raise Path Study on Bilingual Capability Machining Mechanisms" (21byy100) phase results)

(Author is an associate professor at the School of Foreign Languages ​​of Suzhou University of Science and Technology; Master degree from the School of Foreign Languages ​​of Suzhou University of Science and Technology)