Transformers and Attention: Decoding and Understanding of Aspect-based Opinions in User-Generated Contents

S Biswas, G Poornalatha - IEEE Access, 2024 - ieeexplore.ieee.org
Aspect-based opinion mining has become a significant information extraction technique
based on natural language processing, driven by the growing volume of online user …

Improving sentiment analysis of financial news headlines using hybrid Word2Vec-TFIDF feature extraction technique

M George - Procedia Computer Science, 2024 - Elsevier
With the evolution of big data and information technology, sentiment analysis has become a
research hotspot in the financial market. Researchers are increasingly focused on improving …

Mitigating social bias in sentiment classification via ethnicity-aware algorithmic design

R Corizzo, FS Hafner - Social Network Analysis and Mining, 2024 - Springer
Sentiment analysis tools are frequently employed to analyze large amounts of natural
language data gathered from social networks and generate valuable insights on public …

Significance of Single-Interval Discrete Attributes: Case Study on Two-Level Discretisation

U Stańczyk, B Zielosko, G Baron - Applied Sciences, 2024 - mdpi.com
Supervised discretisation is widely considered as far more advantageous than unsupervised
transformation of attributes, because it helps to preserve the informative content of a …

Deteksi Kemiripan Dokumen Menggunakan Cosine Similarity Berdasarkan Representasi Teks Count Vectorizer Dan TF IDF

MG Pradana, N Irzavika… - Indonesian Journal of …, 2025 - ejournal.almaata.ac.id
Tujuan mata kuliah skripsi atau tugas akhir menumbuhkan budaya berpikir kritis, dan
menunjukan kemampuan untuk memecahkan permasalahan dengan konstruksi logis dari …

Sentiment Analysis of Online Streaming Reviews for Movies Using the Dual LSTM-CapsNet Model

K Raja, BB Biswal, R Prasad - 2024 IEEE 16th International …, 2024 - ieeexplore.ieee.org
Sentiment analysis (SA) extracts customer opinions from reviews, but traditional word-level
and even deep learning (DL)-based phrase-or sentence-level methods struggle to capture …

Integrated Multiclass Sentiment Analysis of Movie Reviews: Combining Fine-Tuned DistilBERT, LightGBM and XAI for Interpretation

M Afroj, MP Islam, S Sultana… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Sentiment analysis of movie reviews plays a critical role in understanding audience
perspectives and predicting trends in the entertainment industry. This work presents an …

[PDF][PDF] Sentiment analysis of movie review classifications using deep learning approaches

SS Khan, Y Alharbi - 2024 - researchgate.net
Movie reviews reflect how the public feels about a movie they have watched. However,
because many reviews are posted on various websites, it is practically impossible to read …

[PDF][PDF] A Hybrid Query-Based Extractive Text Summarization Based on K-Means and Latent Dirichlet Allocation Techniques.

S Muhammad, M Khan, SS Khan - Journal of Artificial Intelligence …, 2024 - researchgate.net
Retrieving information from evolving digital data collection using a user's query is always
essential and needs efficient retrieval mechanisms that help reduce the required time from …