A survey of text representation and embedding techniques in nlp

R Patil, S Boit, V Gudivada, J Nandigam - IEEE Access, 2023 - ieeexplore.ieee.org
Natural Language Processing (NLP) is a research field where a language in consideration
is processed to understand its syntactic, semantic, and sentimental aspects. The …

Artificial intelligence in systematic reviews: promising when appropriately used

SHB van Dijk, MGJ Brusse-Keizer, CC Bucsán… - BMJ open, 2023 - bmjopen.bmj.com
Background Systematic reviews provide a structured overview of the available evidence in
medical-scientific research. However, due to the increasing medical-scientific research …

Research paper classification systems based on TF-IDF and LDA schemes

SW Kim, JM Gil - Human-centric Computing and Information Sciences, 2019 - Springer
With the increasing advance of computer and information technologies, numerous research
papers have been published online as well as offline, and as new research fields have been …

[HTML][HTML] A complete VADER-based sentiment analysis of bitcoin (BTC) tweets during the era of COVID-19

T Pano, R Kashef - Big Data and Cognitive Computing, 2020 - mdpi.com
During the COVID-19 pandemic, many research studies have been conducted to examine
the impact of the outbreak on the financial sector, especially on cryptocurrencies. Social …

Objectivity by design: The impact of AI-driven approach on employees' soft skills evaluation

R Gafni, I Aviv, B Kantsepolsky, S Sherman… - Information and …, 2024 - Elsevier
Engineers' team collaboration skills are among software development's most important
success factors. Existing Artificial Intelligence practices for the engineers' soft skills …

CNN-BiLSTM-Attention: A multi-label neural classifier for short texts with a small set of labels

G Lu, Y Liu, J Wang, H Wu - Information Processing & Management, 2023 - Elsevier
We propose a CNN-BiLSTM-Attention classifier to classify online short messages in Chinese
posted by users on government web portals, so that a message can be directed to one or …

HyVADRF: hybrid VADER–random forest and GWO for bitcoin tweet sentiment analysis

A Mardjo, C Choksuchat - IEEE Access, 2022 - ieeexplore.ieee.org
In recent years, Bitcoin and other cryptocurrencies have been increasingly considered
investment options for emerging markets. However, Bitcoin's erratic behavior has …

Subjective answers evaluation using machine learning and natural language processing

MF Bashir, H Arshad, AR Javed, N Kryvinska… - IEEE …, 2021 - ieeexplore.ieee.org
Subjective paper evaluation is a tricky and tiresome task to do by manual labor. Insufficient
understanding and acceptance of data are crucial challenges while analyzing subjective …

Development of technology opportunity analysis based on technology landscape by extending technology elements with BERT and TRIZ

J Wang, Z Zhang, L Feng, KY Lin, P Liu - Technological Forecasting and …, 2023 - Elsevier
Technology opportunity analysis (TOA) has been the subject of many prior studies, most of
which have focused on deconstructing and restructuring the original knowledge structure in …

Blockchain and deep learning technologies for construction equipment security information management

X Pan, B Zhong, D Sheng, X Yuan, Y Wang - Automation in Construction, 2022 - Elsevier
Construction equipment security information management (CESIM) is a critical component of
equipment security management. However, equipment-related information's authenticity and …