Applications of text mining in services management: A systematic literature review
International Journal of Information Management Data Insights, 2021 The importance of text mining is increasing in services management as the access to big data is increasing across digital platforms enabling such services.
Sunil Kumar +2 more
doaj +2 more sources
Comprehensive review of text-mining applications in finance
Financial Innovation, 2020 Text-mining technologies have substantially affected financial industries. As the data in every sector of finance have grown immensely, text mining has emerged as an important field of research in the domain of finance.
Aaryan Gupta +3 more
doaj +2 more sources
ChatGPT Chemistry Assistant for Text Mining and Prediction of MOF Synthesis [PDF]
Journal of the American Chemical Society, 2023 We use prompt engineering to guide ChatGPT in the automation of text mining of metal-organic framework (MOF) synthesis conditions from diverse formats and styles of the scientific literature.
Zhiling Zheng +4 more
semanticscholar +1 more source
Does Synthetic Data Generation of LLMs Help Clinical Text Mining? [PDF]
arXiv.org, 2023 Recent advancements in large language models (LLMs) have led to the development of highly potent models like OpenAI's ChatGPT. These models have exhibited exceptional performance in a variety of tasks, such as question answering, essay composition, and ...
Ruixiang Tang +3 more
semanticscholar +1 more source
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining [PDF]
Briefings Bioinform., 2022 Pre-trained language models have attracted increasing attention in the biomedical domain, inspired by their great success in the general natural language domain. Among the two main branches of pre-trained language models in the general language domain, i.
Renqian Luo +6 more
semanticscholar +1 more source
MatSciBERT: A materials domain language model for text mining and information extraction [PDF]
npj Computational Materials, 2021 A large amount of materials science knowledge is generated and stored as text published in peer-reviewed scientific literature. While recent developments in natural language processing, such as Bidirectional Encoder Representations from Transformers ...
Tanishq Gupta +3 more
semanticscholar +1 more source
BioBERT: a pre-trained biomedical language representation model for biomedical text mining [PDF]
Bioinform., 2019 Motivation Biomedical text mining is becoming increasingly important as the number of biomedical documents rapidly grows. With the progress in natural language processing (NLP), extracting valuable information from biomedical literature has gained ...
Jinhyuk Lee +6 more
semanticscholar +1 more source
A Review of Digital Transformation on Supply Chain Process Management Using Text Mining
Processes, 2022 Industry 4.0 technologies are causing a paradigm shift in supply chain process management. The digital transformation of the supply chains provides enormous benefits to organizations by empowering collaboration among multiple internal and external ...
M. Tavana +3 more
semanticscholar +1 more source
Text Mining in Education—A Bibliometrics-Based Systematic Review
Education sciences, 2022 Advances in Information Technology (IT) and computer science have without a doubt had a significant impact on our daily lives. The past few decades have witnessed the advancement of IT enabled processes in generating actionable insights in various fields,
A. Ahadi +3 more
semanticscholar +1 more source
PRESTOapp for health workers with mental health symptoms related to the COVID-19 pandemic
European Psychiatry, 2022 Introduction The COVID-19 pandemic has caused a significant impact on the mental health of health workers that has brought many hospitals to launch immediate preventive mental health programs.
M. Primé Tous +10 more
doaj +1 more source