Sentiment Analysis in Portuguese Restaurant Reviews: Application of Transformer Models in Edge Computing

A Branco, D Parada, M Silva, F Mendonça, SS Mostafa… - Electronics, 2024 - mdpi.com
This study focuses on improving sentiment analysis in restaurant reviews by leveraging
transfer learning and transformer-based pre-trained models. This work evaluates the …

Improving Sentiment Classification on Restaurant Reviews Using Deep Learning Models

RN Patil, YP Singh, SA Rawandale, S Singh - Procedia Computer Science, 2024 - Elsevier
Natural Language processing (NLP) includes the task of classifying texts. The proposed
paper uses the ability and power of machine learning and deep learning techniques for …

[PDF][PDF] Advancing Sentiment Analysis in Restaurant Reviews through Unsupervised Machine Learning Algorithms.

V Gupta, P Rattan - International Journal of Intelligent Engineering & …, 2024 - inass.org
Restaurant reviews play a pivotal role in shaping consumer decisions and perceptions.
Analyzing these reviews through sentiment analysis provides valuable insights into …

Leveraging Unsupervised LDA and Supervised XGBoost for Advanced Restaurant Review Analysis

V Gupta, P Rattan - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
The proliferation of mobile technologies and internet accessibility has led to a surge in user-
generated content, necessitating advanced methods for sentiment analysis in various …

Aspect Based Call Analysis of Marathi Regional Language in India Using Machine Learning Approach

A Amburle, V Shelake, A Kanthe… - … on Innovation and …, 2024 - ieeexplore.ieee.org
This paper discusses the importance of sentiment analysis in call centers, particularly in
Marathi, a regional language in India. In this paper, Call center aspect based analysis …

[引用][C] Sentiment Analysis of Restaurant Reviews in Portuguese: A Transfer Learning and Ensemble Approach with Edge Computing

AJJ Branco - 2024