Enhancing Sentiment Analysis with a CNN-Stacked LSTM Hybrid Model

Enhancing Sentiment Analysis with a CNN-Stacked LSTM Hybrid Model

This paper focuses on developing a new hybrid model to solve sentiment analysis problems in Natural language processing. Sentiment analysis is a key branch of Natural language processing (NLP) and new models with better performance can boost the development of machine learning. The new model mention...

Full description

Saved in:

Bibliographic Details
Main Author:	Shao Shuaijie
Format:	Article
Language:	English
Published:	EDP Sciences 2025-01-01
Series:	ITM Web of Conferences
Online Access:	https://www.itm-conferences.org/articles/itmconf/pdf/2025/01/itmconf_dai2024_02002.pdf
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Empowering Urdu sentiment analysis: an attention-based stacked CNN-Bi-LSTM DNN with multilingual BERT
by: Lal Khan, et al.
Published: (2024-11-01)

DC-BiLSTM-CNN Algorithm for Sentiment Analysis of Chinese Product Reviews
by: Yuanfang Dong, et al.
Published: (2025-12-01)

Breast cancer classification based on hybrid CNN with LSTM model
by: Mourad Kaddes, et al.
Published: (2025-02-01)

A hybrid CNN-LSTM model with adaptive instance normalization for one shot singing voice conversion
by: Assila Yousuf, et al.
Published: (2024-06-01)

A CNN-LSTM-Based Model to Forecast Stock Prices
by: Wenjie Lu, et al.
Published: (2020-01-01)

An Automatic System for Atrial Fibrillation by Using a CNN-LSTM Model
by: Fengying Ma, et al.
Published: (2020-01-01)

Multi-branch LSTM encoded latent features with CNN-LSTM for Youtube popularity prediction
by: Neeti Sangwan, et al.
Published: (2025-01-01)

Articulatory-to-Acoustic Conversion Using BiLSTM-CNN Word-Attention-Based Method
by: Guofeng Ren, et al.
Published: (2020-01-01)

Multivariate CNN-LSTM Model for Multiple Parallel Financial Time-Series Prediction
by: Harya Widiputra, et al.
Published: (2021-01-01)

Predicting Energy Consumption Using Stacked LSTM Snapshot Ensemble
by: Mona Ahamd Alghamdi, et al.
Published: (2024-06-01)

Sentiment analysis of movie reviews: A flask application using CNN with RoBERTa embeddings
by: Biplov Paneru, et al.
Published: (2025-12-01)

Application of CNN-LSTM Model for Vehicle Acceleration Prediction Using Car-following Behavior Data
by: Shuning Tang, et al.
Published: (2024-01-01)

A novel ensemble model for fall detection: leveraging CNN and BiLSTM with channel and temporal attention
by: Sarita Sahni, et al.
Published: (2025-04-01)

Remaining Useful Life Prediction of Rolling Bearings Based on CBAM-CNN-LSTM
by: Bo Sun, et al.
Published: (2025-01-01)

Sentiment analysis of Algerian Arabic dialect on social media Using Bi-LSTM recurrent neural networks
by: Abdelghani BOUZIANE, et al.
Published: (2024-10-01)

A novel multi-user collaborative cognitive radio spectrum sensing model: Based on a CNN-LSTM model
by: Kai Wang, et al.
Published: (2025-01-01)

Identification of multiple power quality disturbances in hybrid microgrid using deep stacked auto-encoder based bi-directional LSTM classifier
by: Ravi Kumar Jalli, et al.
Published: (2025-03-01)

Enhancing stock index prediction: A hybrid LSTM-PSO model for improved forecasting accuracy.
by: Xiaohua Zeng, et al.
Published: (2025-01-01)

Aspect category sentiment analysis based on pre-trained BiLSTM and syntax-aware graph attention network
by: Guixian Xu, et al.
Published: (2025-01-01)

Integrated CNN‐LSTM for Photovoltaic Power Prediction based on Spatio‐Temporal Feature Fusion
by: Junwei Ma, et al.
Published: (2025-01-01)

Enhancing Stock Price Forecasting Accuracy Using LSTM and Bi-LSTM Models
by: Wang Hao
Published: (2025-01-01)

Enhancing paddy leaf disease diagnosis -a hybrid CNN model using simulated thermal imaging
by: Jagamohan Padhi, et al.
Published: (2025-03-01)

Retracted: Articulatory-to-Acoustic Conversion Using BiLSTM-CNN Word-Attention-Based Method
by: null Complexity
Published: (2024-01-01)

A CNN-LSTM Phase Compensation Method for Unidirectional Two-way Radio Frequency Transmission System
by: Jiahui Cheng, et al.
Published: (2024-01-01)

Advancing arabic dialect detection with hybrid stacked transformer models
by: Hager Saleh, et al.
Published: (2025-02-01)

Employing the concept of stacking ensemble learning to generate deep dream images using multiple CNN variants
by: Lafta Alkhazraji, et al.
Published: (2025-03-01)

Chaos Game Optimization with stacked LSTM sequence to sequence autoencoder for malware detection in IoT cloud environment
by: Moneerah Alotaibi, et al.
Published: (2025-01-01)

Reducing lead requirements for wearable ECG: Chest lead reconstruction with 1D-CNN and Bi-LSTM
by: Kazuki Hebiguchi, et al.
Published: (2025-01-01)

Predicting vasovagal reactions to needles from video data using 2D-CNN with GRU and LSTM.
by: Judita Rudokaite, et al.
Published: (2025-01-01)

A Tractor Work Position Prediction Method Based on CNN-BiLSTM Under GNSS Signal Denial
by: Yangming Hu, et al.
Published: (2024-12-01)

Sentimentally enhanced conversation recommender system
by: Fengjin Liu, et al.
Published: (2025-01-01)

Deep Learning-Assisted Short-Term Power Load Forecasting Using Deep Convolutional LSTM and Stacked GRU
by: Fath U Min Ullah, et al.
Published: (2022-01-01)

Classification of Stages 1,2,3 and Preplus, Plus disease of ROP using MultiCNN_LSTM classifier
by: Ranjana Agrawal, et al.
Published: (2025-06-01)

Enhancing Sentiment Analysis and Rating Prediction Using the Review Text Granularity (RTG) Model
by: Rajesh Garapati, et al.
Published: (2025-01-01)

Hybrid LSTM-PSO optimization techniques for enhancing wind power bidding efficiency in electricity markets
by: Viet Anh Truong, et al.
Published: (2025-02-01)

Dual Strategy Based Improved Swarm Intelligence and Stacked LSTM With Residual Connection for Land Use Land Cover Classification
by: Vinaykumar Vajjanakurike Nagaraju, et al.
Published: (2025-01-01)

Human activity recognition: an approach 2D CNN-LSTM to sequential image representation and processing of inertial sensor data
by: Wallace Camacho Carlos, et al.
Published: (2024-11-01)

Revisiting Weimar Film Reviewers’ Sentiments: Integrating Lexicon-Based Sentiment Analysis with Large Language Models
by: Isadora Campregher Paiva, et al.
Published: (2024-07-01)

Performance Analysis of a Hybrid One-Sided Magnetic Exciter Mounted on a Piezoelectric Stack
by: A. Nandi, et al.
Published: (2010-01-01)

Enhanced Fault Detection in Solar Photovoltaic Modules Using VMD-LSTM Model
by: Sikandar Shah Syed, et al.
Published: (2024-10-01)