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What is Natural Language Processing (NLP)

The Role of Generative AI in the Communication Classroom
This field of AI focuses on enabling computers to understand, interpret, and respond to human language in a way that is both meaningful and useful.
Published in Chapter:
Generative AI in Higher Education
Jason S. Wrench (SUNY New Paltz, USA) and Sanae Elmoudden (St. John's University, USA)
Copyright: © 2024 |Pages: 37
DOI: 10.4018/979-8-3693-0831-8.ch001
Abstract
This chapter provides a comprehensive exploration of generative artificial intelligence (AI), particularly focusing on its implications and applications in higher education. It discusses the evolution and fundamental concepts of AI, including large language models and their development, emphasizing the intricate processes involved in creating and refining these models. The chapter delves into the ethical considerations and potential biases inherent in AI systems, highlighting the importance of responsible AI development. Moreover, the chapter examines the transformative potential of generative AI in enhancing learning, creativity, and information processing in higher education settings.
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Examining the Task - Technology Fit of ChatGPT for Healthcare Services
The ability of computers to understand and process human language (Galassi et al., 2020 AU101: The in-text citation "Galassi et al., 2020" is not in the reference list. Please correct the citation, add the reference to the list, or delete the citation. ; Khurana et al., 2023 AU102: The in-text citation "Khurana et al., 2023" is not in the reference list. Please correct the citation, add the reference to the list, or delete the citation. ; Meera & Geerthik, 2022 AU103: The in-text citation "Meera & Geerthik, 2022" is not in the reference list. Please correct the citation, add the reference to the list, or delete the citation. ).
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Teaching Machines to Find Names
An area of study concerning the problems inherent in the processing and manipulation of natural language with the aim to make computers understand statements written in human languages.
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Chatbot Implementation in a Steel Company in Russia: Towards a Model for Successful Chatbot Projects
An area of science which explores computer and human interactions, and develops solutions which enable computers to process information in a human’s language.
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Deep Learning in Instructional Analysis, Design, Development, Implementation, and Evaluation (ADDIE)
The NLP, a branch of the artificial intelligence (e.g., AI), can help the computer to understand, interpret and manipulate the human language by the RNN. Some common examples of the NLP include the email filters, smart assistants, language translation, predictive text, etc.
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Machine Learning in Healthcare: Introduction and Real-World Application Considerations
Natural language processing is an interdisciplinary field of computer science, artificial intelligence, and computational linguistics and deals with the interactions between computers and human (natural) languages. As a consequence, NLP is closely linked to human-computer interaction. Challenges in the NLP include understanding natural language, that is, trying to make computers capable of extracting meanings from human linguistic data, as well as producing natural language.
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Sentiment Mining: A Data-Driven Approach for Optimizing Digital Marketing Strategies
Natural Language Processing (NLP) is a subfield of artificial intelligence (AI) that focuses on the interaction between computers and human language. Its primary goal is to enable computers to understand, interpret, generate, and respond to human language in a valuable way. NLP involves a range of techniques and technologies to process, analyze, and generate text or speech data
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Customer Service Bots: Enhancing Support and Personalization
Natural Language Processing is a branch of AI that enables computers to understand, interpret, and generate human language, making it possible for chatbots to comprehend and respond to text or speech.
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Redefining Traditional Pedagogy: The Integration of Machine Learning in the Contemporary Language Education Classroom
A subfield of artificial intelligence (AI) that focuses on enabling computers to understand, interpret, and generate human language. NLP involves tasks such as language translation, sentiment analysis, and speech recognition.
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Recent Advances in Chatbot Algorithms, Techniques, and Technologies: Designing Chatbots
The analysis and synthesis of natural language and speech using computational methods. Building machines that comprehend and react to text or voice data—and answer with text or speech of their own—much like humans do is the goal of natural language processing.
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AI Voice Assistant for Smartphones With NLP Techniques
A branch of artificial intelligence focused on enabling computers to understand, interpret, and respond to human speech in context. NLP technology includes tasks such as speech recognition, language understanding and language production.
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AI and Data Analytics for Market Research and Competitive Intelligence
Natural Language Processing (NLP) is a branch of artificial intelligence that focuses on enabling computers to understand, interpret, and interact with human language in a natural and meaningful way. NLP involves the development of algorithms and models that allow computers to process, analyze, and generate human language.
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Early Beginnings of AI: The Field of Research in Computer Science
Natural Language Processing is a multidisciplinary area of Artificial Intelligence that deals with developing systems that enable machines to process written and spoken languages naturally.
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AI and OpenAI in Education: Unveiling the Future of Learning and Teaching
A branch of AI that focuses on the interaction between computers and humans through natural language. It enables machines to understand, interpret, and generate human language.
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The Technology Impacts and AI Solutions for the Tourism Industry
The application of computational techniques to the analysis and synthesis of natural language and speech.
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Digital Archives and Data Science: Building Programs and Partnerships for Health Sciences Research
A form of artificial intelligence specifically focused on designing and using computer software, systems, and code that allow a computer to process and “understand” text and spoken words in the same way that humans do.
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Understanding Tourist Perceptions and Expectations During Pandemic Through Social Media Big Data
The process of using artificial intelligence tools to analyse the rules and structure of human languages to understand and analyse the meaning in the texts.
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Integrating Content Authentication Support in Media Services
scientific discipline utilizing Machine Learning and Computational Linguistics, aiming at giving computers/machines the ability to perceptually interact trough human (natural) languages.
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Big Data, Artificial Intelligence, and Their Implications in the Tourism Industry
Natural language processing is one of the most important steps in analyzing the texts obtained for institutions and organizations investing in big data technologies.
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Artificial Intelligence in the Delivery of Mobile Tourism Services
The analysis of digitally recorded natural-language information from the semantic viewpoint is a matter of considerable complexity.
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Electronic Health Records (EHR) and Clinical Decision Support Systems: Integrating AI Solutions
A branch of artificial intelligence that focuses on how people and computers interact, particularly on how to teach computers to handle and analyse large volumes of natural language input.
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Financial News Analytics
Is a specialised research area in computer science focusing on algorithms enabling computers to derive meaning from human (natural) languages. Typical tasks in NLP are, for example, word and sentence tokenization, information extraction, text classification, etc.
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Analysis of Chatbots: History, Use Case, and Classification
NLP refers to a computer program's capacity for understanding human language as written and spoken. It entails creating algorithms and models to help computers understand, interpret, and synthesize human language in a meaningful and usable manner. It is an interdisciplinary branch of computer science and linguistics.
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Investigating the Service Quality of Chatbots on Telecom Service Providers' Websites and Apps
Enables chatbots to understand and respond to user queries in natural language (Chowdhary & Chowdhary, 2020 AU135: The in-text citation "Chowdhary & Chowdhary, 2020" is not in the reference list. Please correct the citation, add the reference to the list, or delete the citation. ; Khurana et al., 2023 AU136: The in-text citation "Khurana et al., 2023" is not in the reference list. Please correct the citation, add the reference to the list, or delete the citation. ).
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How Artificial Intelligence in Tourist Guidance Education Is Changing the Game
Is a subfield of artificial intelligence that focuses on the interaction between computers and human language. NLP involves the development of algorithms and models to enable machines to understand, interpret, and generate human-like language, facilitating communication between humans and computers.
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Application of ChatGPT in Doctoral Education and Programming: A Collaborative Autoethnography
A type of AI that relies on human language for input commands and outputs.
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Machine Learning in Text Analysis
Natural language processing is the ability of computer program to understand human language as it is spoken or handwritten.
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Introduction to AI in Biomedical and Biotechnology
A subfield of artificial intelligence (AI) called natural language processing (NLP) is concerned with how people and computers communicate using natural language. It includes the creation of methods and algorithms that allow computers to meaningfully comprehend, interpret, produce, and react to human language. It is essential for computers to be able to comprehend and process human language, which makes it easier for people and robots to communicate and interact.
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Question Answering Chatbot Using Memory Networks
Natural language processing refers to processing of human language for the computer to understand in order to perform/predict according to its needs.
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ChatGPT and the Education System: Challenges and Risks in Teaching Learning Systems
NLP is a branch of artificial intelligence that focuses on enabling computers to understand, interpret, and interact with human language in a way that is both meaningful and valuable.
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Enhancing Cloud Security: The Role of Artificial Intelligence and Machine Learning
This is a field of artificial intelligence that focuses on enabling computers to understand, interpret, and generate human language in a way that is both meaningful and contextually relevant.
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Use of NLP and SEM in Determining Factors for E-Service Adoption
Natural language processing (NLP) is a subfield of computer science, which deals with the interactions between computers and human language or technically called natural languages. Simply speaking, it deals with programing computers to process and analyze human language data.
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Text Mining in Bioinformatics: Research and Application
A study which focuses on automated generation and understanding of natural human languages.
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Transforming Education With the Power of Artificial Intelligence: Case Studies
A field within computational disciplines that focuses on the interactions between computers and human natural language. It aims to enhance communication between people and machines.
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Generative AI-Powered Chatbots: A Creative Catalyst for Co-Creation
involves the interaction between computers and human language. It encompasses AI techniques and algorithms enabling machines to understand, interpret, and generate human language. NLP facilitates tasks like language translation, sentiment analysis, speech recognition, and text generation, enabling machines to process and respond to human language in a way that's comprehensible and contextually relevant.
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Proctoring Tools and Techniques for Ensuring the Integrity of Online Assessments
A technique that enables machines to understand and analyze written or spoken language.
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Applications of Machine Learning Algorithms in Data Encryption Standards
Natural Language Processing (NLP) is a branch of artificial intelligence that focuses on enabling computers to understand, interpret, and interact with human language in a natural and meaningful way. NLP involves the development of algorithms and models that allow computers to process, analyze, and generate human language.
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Innovative Applications of Data Science: NLP in Travel and Tourism Industries
NLP is the processing of natural languages (English, Tamil, Chinese, etc.) in order to make understand and generate these languages by the computers.
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Stepping Stones for Self-Learning: Exploring the Use of Multimodal Text- and Image-Making Generative AI Tools
Computational means to understand, translate, and extract meaning from natural human language.
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Waste-to-Energy Solutions Harnessing IoT and ML for Sustainable Power Generation in Smart Cities
Is a branch of artificial intelligence that deals with the interaction between computers and human language. It involves the development of algorithms and models that enable machines to understand, interpret, and generate human-like language. NLP encompasses tasks such as language translation, sentiment analysis, speech recognition, and text summarization, allowing computers to process and respond to natural language input, making human-computer communication more intuitive and effective.
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Artificial Intelligence a Driver for Digital Transformation
Focuses on the interactions between computers and human language in both the spoken and written form.
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Transforming Classroom Dynamics: The Social Impact of AI in Teaching and Learning
Is a field of artificial intelligence that focuses on enabling computers to understand, interpret, and generate human language in a way that is both meaningful and contextually relevant.
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Patient Data De-Identification: A Conditional Random-Field-Based Supervised Approach
A domain of computer science, computational linguistics and artificial intelligence that focuses on computers understand to human languages or natural language.
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The Relationships Between Users' Negative Tweets, Topic Choices, and Subjective Well-Being in Japan
It is a branch of artificial intelligence (AI), which focuses on the use of computers to understand human language, including both text and spoken language, like human beings.
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Enhancing Literacy Education in Higher Institutions With AI Opportunities and Challenges
Natural Language Processing (NLP) is a branch of artificial intelligence that focuses on enabling computers to understand, interpret, and interact with human language in a natural and meaningful way. NLP involves the development of algorithms and models that allow computers to process, analyze, and generate human language.
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Chatbots in Digital Marketing: Enhanced Customer Experience and Reduced Customer Service Costs
NLP is a field within computer science and artificial intelligence that focuses on the processing and analysis of human language. By implementing algorithms and machine learning, NLP enables machines to comprehend and interpret natural language text and speech.
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Deep Learning Approaches for Affective Computing in Text
A subfield of artificial intelligence that studies how computers perceive natural languages. It involves the development of techniques that allow computers to understand human language and even generate it.
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The Impact of News on Public-Private Partnership Stock Price in China via Text Mining Method
NLP allows computer users to convert input languages into interesting symbols and relationships that are then processed for purpose. NLP helps users explore how to handle natural languages, which include many aspects and steps, including cognition, understanding, and generation. Natural language generation systems convert computer data into natural languages.
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Applications of Chatbots: Exploring the Dynamics of Chatbot Evolution
A branch of artificial intelligence that focuses on enabling computers to understand, interpret, and respond to human language in a valuable and meaningful way.
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GTM User Modeling for aIGA Weight Tuning in TTS Synthesis
Computer understanding, analysis, manipulation, and/or generation of natural language
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Privacy-Preserving Machine Learning Techniques for IoT Data in Cloud Environments
Natural Language Processing (NLP) is a branch of artificial intelligence that focuses on enabling computers to understand, interpret, and interact with human language in a natural and meaningful way. NLP involves the development of algorithms and models that allow computers to process, analyze, and generate human language.
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Sentiment Analysis, Social Media, and Public Administration
Automatic processing of text that identifies patterns and allows the classification and/or coding of the data.
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Plan and Rules for Data Analysis Success: A Roadmap
An interdisciplinary field of computer science, artificial intelligence, and computational linguistics that focuses on programming computers and algorithms to parse, process, and understand human language.
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Question Answering Systems for Managing Big Data
NLP refers to analyzing, understanding, and generating languages that humans use naturally, without requiring modification to suit computer syntax.
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Consumers' Drivers of Generative Pre-Trained Transformer (GPT) Conversational Bot Adoption
A domain of AI that deals with the interaction between computers and human language. It involves the development of algorithms that enable machines to interact, interpret, and generate human-like language (Abdul-Kader, 2021).
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Adaptive Computer Assisted Assessment
It is a subfield of Computational Linguistics (i.e. the field that researches linguistics phenomena that occur in digital data), whose focus is on how to build automatic systems able to interpret/generate information in natural language.
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Adopting Robotic Process Automation (RPA) in the Construction Industry
It bridges the human-computer gap by employing computational techniques to analyze and manipulate human language, encompassing tasks like understanding meaning and generating human-like text.
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Automated Assessment and Feedback in Higher Education Using Generative AI
An area of AI that focuses on the interaction between computers and human languages. NLP aims to enable computers to understand, interpret, and respond to human language in a meaningful way.
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Role of Artificial Intelligence in the Future Educational Paradigm
A machine learning technique that enables computers to understand, manipulate, and interpret human language.
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The Typology of Chatbots: Crafting Conversations
A branch of artificial intelligence that focuses on the interaction between computers and humans using natural language. NLP enables machines to understand, interpret, and generate human language, allowing chatbots and other AI systems to communicate with users in a way that is natural and intuitive.
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Recent Developments in Chatbot Usability and Design Methodologies
Applying linguistics, computer science and artificial intelligence to develop systems that can process and analyze natural languages, such as Arabic and English, and be able to understand the content and context of the provided text or speech, to generate insights.
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Proposal of a Structural Model to Analyze the Impact of Brand Trust on Consumer Adoption and Behavior With Chatbots
A subfield of computer science and linguistics that explores the ability of technology to support and manipulate speech using techniques such as machine learning or neural networks.
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The Evolution of AI and Its Transformative Effects on Computing: A Comparative Analysis
Natural Language Processing (NLP) is a branch of artificial intelligence that focuses on enabling computers to understand, interpret, and interact with human language in a natural and meaningful way. NLP involves the development of algorithms and models that allow computers to process, analyze, and generate human language.
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Best Practices and Tips for Selecting Chatbots
Natural language processing is a branch of artificial intelligence that centers on the communication between computers and human language. Natural Language Processing (NLP) in chatbots allows for the comprehension and creation of language that mimics human speech, enhancing communication.
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Analyzing Process Data from Problem-Solving Items with N-Grams: Insights from a Computer-Based Large-Scale Assessment
A field of computer science, artificial intelligence, and linguistics concerned with the interactions between computers and human (natural) languages.
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Analyzing Big Data Using Recent Machine Learning Techniques to Assist Consumers in Online Purchase Decision
It can be referred to as a method of Artificial intelligence (AI) communicates with the intelligent systems (computers or other devices) with the help of languages such as English, French, Japanese etc. Once NLP is successfully implemented intelligent systems can perform the tasks in repetitive manner.
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Artificial Intelligence and Auditing: Benefits and Risks
NLP is an artificial intelligence field where computers read, analyze, understand, and interpret human language.
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Comparing Big Data Analysis Techniques
As its name suggest, it interprets, breaks and analyzes the human languages.
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Investigating Natural Language Processing Strategies for Cognitive Support in Chemo-Brain Patients
A branch of artificial intelligence (AI) that enables computers to comprehend, generate, and manipulate human language.
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