State-of-the-art methods in healthcare text classification syste AI paradigm by Saurabh Kumar Srivastava, Sandeep Kumar Singh, Jasjit S. Suri

“…Furthermore, we highlighted the advantages of ML and DL methods as powerful tools for automatic text classification tasks.…”
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Contextual Word Spotting in Historical Handwritten Documents by David Fernández

“…In many cases, and in particular in historical manuscripts, the full transcription of these documents is extremely difficult due the inherent deficiencies: poor physical preservation, different writing styles, obsolete languages, etc. …”
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Bangla Natural Language Processing: A Comprehensive Analysis of Classical, Machine Learning, and Deep Learning-Based Methods by Ovishake Sen, Mohtasim Fuad, Md. Nazrul Islam, Jakaria Rabbi, Mehedi Masud, Md. Kamrul Hasan, Md. Abdul Awal, Awal Ahmed Fime, Md. Tahmid Hasan Fuad, Delowar Sikder, Md. Akil Raihan Iftee

“…However, English is the predominant language for online resources and technical knowledge, journals, and documentation. …”
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Genre Analysis of Quality Assurance (ISO 9000) Documentation by Jana Kuzmina

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Handwritten devanagari manuscript characters recognition using capsnet by Aditi Moudgil, Saravjeet Singh, Vinay Gautam, Shalli Rani, Syed Hassan Shah

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Application of formal methods in the design of a single window system by Raman E. Sharykin

“…These metrics are specified formally using the QuaTEx language. The system is analyzed statistically using the MultiVeStA tool, which analyzes a single window document circulation system, represented as a rewriting logic Maude specification obtained by the translation of the SHYMaude system specification. …”
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An Automated Literature Review Tool (LiteRev) for Streamlining and Accelerating Research Using Natural Language Processing and Machine Learning: Descriptive Performance Evaluation... by Erol Orel, Iza Ciglenecki, Amaury Thiabaud, Alexander Temerev, Alexandra Calmy, Olivia Keiser, Aziza Merzouki

“…ConclusionsWe presented the features and functionalities of LiteRev, an automation tool that uses natural language processing and machine learning methods to streamline and accelerate LRs and support researchers in getting quick and in-depth overviews on any topic of interest.…”
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Data-Driven Recognition and Extraction of PDF Document Elements by Matthias Hansen, André Pomp, Kemal Erki, Tobias Meisen

“…One reason for this is that most of this data is not machine-readable and requires dedicated analysis methods, such as natural language processing for analyzing textual documents or object recognition for recognizing objects in images. …”
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Development of a Modularized Undergraduate Data Science and Big Data Curricular Using No-Code Software Development Tools by Harry D. Mafukidze, Action Nechibvute, Abid Yahya, Irfan Anjum Badruddin, Sarfaraz Kamangar, Mohamed Hussien

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A rapid qualitative methods assessment and reporting tool for epidemic response as the outcome of a rapid review and expert consultation. by Dong Dong, Sharon Abramowitz, Gustavo Corrêa Matta, Arlinda B Moreno, Elysée Nouvet, Jeni Stolow, Caitlin Pilbeam, Shelley Lees, E K Yeoh, Nina Gobat, Tamara Giles-Vernick

“…We developed an assessment and reporting tool of 13 criteria in three domains, to document RQMs used in response to epidemic emergencies. …”
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Compiling Specialised Comparable Corpora. Should we always trust (Semi-)automatic Compilation Tools? by Hernani Costa, Isabel Dúran Muñoz, Gloria Corpas Pastor, Ruslan Mitkov

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Mining user-created content for document summarization and event detection by Hu, Meishan.

“…In language-modeling approach, we view the desire of a summary as an information need, and estimate a language model of comments-oriented summary from the document language model and comments language model. …”
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THE TERM COMBINATION AND THE METAPHOR IN THE OFFICIAL BUSINESS DOCUMENT: COGNITIVE ASPECT by Yuliya I. Demyanchuk.

“…In this paper, the military term combinations and military metaphors in the official documents are identified and analyzed by the methods of corpus and cognitive linguistics. …”
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Text security by using a combination of the vigenere cipher and the rubik's cube method of size 4×4×4 by Raudhatun Safitri, Puguh Wahyu Prasetyo, Dian Eka Wijayanti, Samsul Arifin, Fariz Setyawan, Joe Repka

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Arabic Validation of the Pragmatic Language Skills Inventory to Assess Pragmatic Language Development in Preschoolers with and without Pragmatic Language Impairment by Ahmed Alduais, Fawaz Qasem, Hind Alfadda, Najla Alfadda, Lujain AlAmri

“…This study reports on validating the Arabic version of the Pragmatic Language Skills Inventory (A-PLSI). Methods: The PLSI was subjected to various validation stages before the A-PLSI was created. …”
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Multilingualism in the North: From Baklava to Tre Kronor by Coppélie Cocq, Lena Granstedt, Eva Lindgren, Urban Lindgren

“…The analysis of signs is used as a tool for examining the role and visibility of actors in the landscape. …”
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Louhi 2010: Special issue on Text and Data Mining of Health Documents by Dalianis Hercules, Hassel Martin, Velupillai Sumithra

Extractive summarization of Malayalam documents using latent Dirichlet allocation: An experience by Kondath Manju, Suseelan David Peter, Idicula Sumam Mary

“…The lack of a standard corpus and enough processing tools are challenges when it comes to language processing. …”
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A pragmatic context assessment tool (pCAT): using a Think Aloud method to develop an assessment of contextual barriers to change by Claire H. Robinson, Laura J. Damschroder

“…The purpose of this paper is to document methods to develop a freely available pragmatic context assessment tool (pCAT). …”
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Interoperability of health data using FHIR Mapping Language: transforming HL7 CDA to FHIR with reusable visual components by Igor Bossenko, Rainer Randmaa, Gunnar Piho, Peeter Ross, Peeter Ross

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