The seventh issue of Complex Systems Informatics and Modeling Quarterly presents five papers devoted to two distinct research topics: systems modeling and natural language processing (NLP).
Witold Andrzejewski, Selma Khouri
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Techniques and Applications of Natural Language Processing
Natural language processing (NLP) has undergone rapid and transformative progress in recent years, driven largely by advances in deep learning and the emergence of large language models (LLMs) [...]
Rajvardhan Patil, Venkat Gudivada
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Addressing biases in natural-language processing (NLP) systems presents an underappreciated ethical dilemma, which we think underlies recent debates about bias in NLP models.
OisÃn Deery, Katherine Bailey
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A Review of Natural Language Processing in Medical Education
Natural language processing (NLP) aims to program machines to interpret human language as humans do. It could quantify aspects of medical education that were previously amenable only to qualitative methods. The application of NLP to medical education has
Saumil Parikh +3 more
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Text-to-Model Transformation: Natural Language-Based Model Generation Framework
System modeling language (SysML) diagrams generated manually by system modelers can sometimes be prone to errors, which are time-consuming and introduce subjectivity. Natural language processing (NLP) techniques and tools to create SysML diagrams can aid
Aditya Akundi +2 more
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UNDERSTANDING NATURAL LANGUAGE PROCESSING (NLP) TECHNIQUES
Artificial intelligence, linguistics, and cognitive psychology all come together in Natural Language Processing (NLP), an area that is changing quickly. This article discusses NLP's main methods, practical uses, and possible future developments. Key NLP techniques like sentiment analysis, language generation, and named object recognition are studied in
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Application of Natural Language Processing (NLP) in Detecting and Preventing Suicide Ideation: A Systematic Review. [PDF]
Arowosegbe A, Oyelade T.
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An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C). [PDF]
Liu S +27 more
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An automated method for developing search strategies for systematic review using Natural Language Processing (NLP). [PDF]
Kwabena AE +4 more
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Demystifying the Role of Natural Language Processing (NLP) in Smart City Applications: Background, Motivation, Recent Advances, and Future Research Directions. [PDF]
Tyagi N, Bhushan B.
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