Comparative Analysis of Word2Vec and GloVe with LSTM for Sentiment Analysis: Accuracy and Loss Evaluation on Twitter Data

Fuente: Zenodo

Saved in:

Bibliographic Details
Main Author:	Sopuru Alubo Lottu Iloh, Joshua Chibuike Adah Oluwaseun Augustine Princess Chinemerem
Format:	Recurso digital
Published:	Zenodo 2024
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Statistical Uncertainty in Word Embeddings: GloVe-V
by: Vallebueno, Andrea, et al.
Published: (2024)

Enhancing Android Security: Analyzing Feature Sets in CICAndMal2017 and DroidFussion Datasets
by: Sopuru, Joshua Chibuike
Published: (2022)

Sarcasm Detection in Tweets with BERT and GloVe Embeddings
by: Khatri, Akshay, et al.
Published: (2020)

Explainable Graph Spectral Clustering For GloVe-like Text Embeddings
by: Kłopotek, Mieczysław A., et al.
Published: (2025)

Multi-label Text Classification using GloVe and Neural Network Models
by: Wang, Hongren
Published: (2023)

A Hybrid Machine Learning Model for Classifying Gene Mutations in Cancer using LSTM, BiLSTM, CNN, GRU, and GloVe
by: Aburass, Sanad, et al.
Published: (2023)

Analyzing Perceptions of Maternal and Pediatric Care in Jakarta: An Integrated VADER and GloVe Analysis of Google Reviews in Mother and Child Hospitals
by: Al Qarana, Gilang, et al.
Published: (2025)

A New Pair of GloVes
by: Carlson, Riley, et al.
Published: (2025)

Twitter Sentiment Analysis using Distributed Word and Sentence Representation
by: Reddy, Dwarampudi Mahidhar, et al.
Published: (2019)

Twitter and Sentiment Analysis for Wildfire Heat Mapping
by: Catarina Silva, et al.
Published: (2025)

Leveraging Twitter Data for Sentiment Analysis of Transit User Feedback: An NLP Framework
by: Das, Adway, et al.
Published: (2023)

Lexicon-Based Sentiment Analysis of Twitter Messages in Spanish
by: Antonio Moreno-Ortiz
Published: (2013)

Stock Price Prediction Using LSTM and Sentiment Analysis
by: Madhusmita Behera, et al.
Published: (2025)

Three-Class Text Sentiment Analysis Based on LSTM
by: Qixuan, Yin
Published: (2024)

VecLSTM: Trajectory Data Processing and Management for Activity Recognition through LSTM Vectorization and Database Integration
by: Monir, Solmaz Seyed, et al.
Published: (2024)

Comparative Evaluation of Evolutionary Algorithms for PID Controller Optimization in DC Motor Applications
by: Martins, Oluwaseun
Published: (2025)

Analysis and prevention of AI-based phishing email attacks
by: Eze, Chibuike Samuel, et al.
Published: (2024)

GloBIAS: strengthening the foundations of BioImage Analysis
by: Corbat, Agustin Andres, et al.
Published: (2025)

Heart Disease Prediction: A Comparative Study of Optimisers Performance in Deep Neural Networks
by: Chibuike, Chisom, et al.
Published: (2025)

Assessment of smoked fish packaging in Doron-Baga metropolis, Borno State, Nigeria
by: Adah, P.M.
Published: (2012)

Mental Health Twitter Dataset for Sentiment Analysis (Jan–May 2025)
by: Mohammad I. Fahmi, et al.
Published: (2025)

Breaking BERT: Gradient Attack on Twitter Sentiment Analysis for Targeted Misclassification
by: Subedi, Akil Raj, et al.
Published: (2025)

Comparative Evaluation of Embedding Representations for Financial News Sentiment Analysis
by: Roy, Joyjit, et al.
Published: (2025)

Adaptive Cybersecurity Architecture for Digital Product Ecosystems Using Agentic AI
by: Olayinka, Oluwakemi T., et al.
Published: (2025)

Sentiment Analysis Using Averaged Weighted Word Vector Features
by: Erkan, Ali, et al.
Published: (2020)

Twitter Sentiment Analysis Using BERT: A Transformer-Based NLP Approach
by: M.S.R.naidu, et al.
Published: (2026)

SemEval-2017 Task 4: Sentiment Analysis in Twitter using BERT
by: Das, Rupak Kumar, et al.
Published: (2024)

Sentiment Analysis in Twitter Social Network Centered on Cryptocurrencies Using Machine Learning
by: Amiri, Vahid, et al.
Published: (2025)

Predicting Stock Prices with FinBERT-LSTM: Integrating News Sentiment Analysis
by: Gu, Wenjun, et al.
Published: (2024)

Advancing Sentiment Analysis: A Novel LSTM Framework with Multi-head Attention
by: Yi, Jingyuan, et al.
Published: (2025)

Sentiment Analysis of Indonesian Spotify Reviews Using Machine Learning and BiLSTM
by: Purba, Uliano Wilyam, et al.
Published: (2026)

Rainfall Prediction in South Africa Using Time‐Series Analysis
by: Princess Prudence Sithole, et al.
Published: (2025)

Fine-tuning BERT with Bidirectional LSTM for Fine-grained Movie Reviews Sentiment Analysis
by: Nkhata, Gibson, et al.
Published: (2025)

Benchmarking LightGBM and BiLSTM for Sentiment Analysis on Indonesian E-Commerce Reviews
by: Marpaung, Lidia Natasyah, et al.
Published: (2026)

RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis
by: Rahman, Md. Mostafizer, et al.
Published: (2024)

Emotional Analysis of Fashion Trends Using Social Media and AI: Sentiment Analysis on Twitter for Fashion Trend Forecasting
by: Bansal, Aayam, et al.
Published: (2025)

Linguistic Patterns in Pandemic-Related Content: A Comparative Analysis of COVID-19, Constraint, and Monkeypox Datasets
by: Sikosana, Mkululi, et al.
Published: (2025)

A Study of Dependency Graph Convolutional Networks Enhanced Sentiment Support Words for Aspect‐Level Sentiment Analysis
by: Lei Jiang, et al.
Published: (2025)

Comparative Analysis of Pooling Mechanisms in LLMs: A Sentiment Analysis Perspective
by: Xing, Jinming, et al.
Published: (2024)

AF-MAT: Aspect-aware Flip-and-Fuse xLSTM for Aspect-based Sentiment Analysis
by: Lawan, Adamu, et al.
Published: (2025)