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Natural language processing (NLP) to facilitate abstract review in medical research: the application of BioBERT to exploring the 20-year use of NLP in medical research
BackgroundAbstract review is a time and labor-consuming step in the systematic and scoping literature review in medicine. Text mining methods,...
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Trends in NLP for personalized learning: LDA and sentiment analysis insights
This paper presents a comprehensive analysis of the major themes in Natural Language Processing (NLP) applications for personalized learning, derived...
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A taxonomy and review of generalization research in NLP
The ability to generalize well is one of the primary desiderata for models of natural language processing (NLP), but what ‘good generalization’...
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Influencing factors on NLP technology integration in teaching: A case study in Shanghai
This study presents a comprehensive examination of the applications, challenges, and strategies associated with the integration of natural language...
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Modeling International Tourist Arrivals: An NLP Perspective
This paper develops a novel regression framework to estimate international tourist arrivals in 37 countries from the Organization for Economic...
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Mediating effects of NLP-based parameters on the readability of crowdsourced wikipedia articles
In this era of information and communication technology, a large population relies on the Internet to gather information. One of the most popular...
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fl-IRT-ing with Psychometrics to Improve NLP Bias Measurement
To prevent ordinary people from being harmed by natural language processing (NLP) technology, finding ways to measure the extent to which a language...
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Comparison of NLP machine learning models with human physicians for ASA Physical Status classification
The American Society of Anesthesiologist’s Physical Status (ASA-PS) classification system assesses comorbidities before sedation and analgesia, but...
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NLP techniques for automating responses to customer queries: a systematic review
The demand for automated customer support approaches in customer-centric environments has increased significantly in the past few years. Natural...
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NLP AI Models for Optimizing Medical Research: Demystifying the Concerns
Natural language processing (NLP) AI models have gained popularity in research; however, ethical considerations are necessary to avoid potential...
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Privacy BERT-LSTM: a novel NLP algorithm for sensitive information detection in textual documents
In this modern digital era, the increasing volume of textual data and the widespread adoption of natural language processing (NLP) techniques have...
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Mining digital identity insights: patent analysis using NLP
The field of digital identity innovation has grown significantly over the last 30 years, with over 6000 technology patents registered worldwide....
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Applying BERT-Based NLP for Automated Resume Screening and Candidate Ranking
In this research, we introduce an innovative automated resume screening approach that leverages advanced Natural Language Processing (NLP)...
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Improved neural machine translation using Natural Language Processing (NLP)
Deep Learning algorithms have made great significant progress. Many model designs and methodologies have been tested to improve presentation in...
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NLP Applications—Biomedical Literature
In this chapter, we provide an in-depth exploration of biomedical natural language processing (NLP) applications that are based on scientific...
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Enhancing Abstractive Summarization with Pointer Generator Networks and Coverage Mechanisms in NLP
Abstractive summarization strategies have demonstrated potential for crafting summaries that are both credible to readers and relevant to the given...
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Major NLP Applications
This chapter will study three major NLP applications: (1) Information Retrieval Systems (IR), (2) Text Summarization Systems (TS), and (3)...
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Loan Frauds in the Indian Banking Industry: A New Approach to Fraud Prevention Using Natural Language Processing (NLP)
Context/MotivationNon-identification of Early Warning Signals (EWS) or Red Flag Indicators (RFI) on time is an important reason behind the rising...
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Development of Clinical NLP Systems
The primary objective of this chapter is to offer an extensive overview of the development of clinical Natural Language Processing (NLP) systems. We...
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Unleashing the transformers: NLP models detect AI writing in education
Artificial Intelligence (AI) has witnessed widespread application across diverse domains, with education being a prominent focus for enhancing...
