Cover Image

A Unified BERT-CNN-BiLSTM Framework for Simultaneous Headline Classification and Sentiment Analysis of Bangla News

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Raquib, Mirza, Akash, Munazer Montasir, Ahmed, Tawhid, Murad, Saydul Akbar, Prity, Farida Siddiqi, Hossain, Mohammad Amzad, Polok, Asif Pervez, Rahimi, Nick
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multi-Head Attention based interaction-aware architecture for Bangla Handwritten Character Recognition: Introducing a Primary Dataset
by: Raquib, Mirza, et al.
Published: (2026)

A Fusion of context-aware based BanglaBERT and Two-Layer Stacked LSTM Framework for Multi-Label Cyberbullying Detection
by: Raquib, Mirza, et al.
Published: (2026)

Robust and Real-Time Bangladeshi Currency Recognition: A Dual-Stream MobileNet and EfficientNet Approach
by: Subreena, et al.
Published: (2026)

PSO-XAI: A PSO-Enhanced Explainable AI Framework for Reliable Breast Cancer Detection
by: Raquib, Mirza, et al.
Published: (2025)

Neural Network-based Study for Rice Leaf Disease Recognition and Classification: A Comparative Analysis Between Feature-based Model and Direct Imaging Model
by: Prity, Farida Siddiqi, et al.
Published: (2025)

Unveiling Thoughts: A Review of Advancements in EEG Brain Signal Decoding into Text
by: Murad, Saydul Akbar, et al.
Published: (2024)

MpoxSLDNet: A Novel CNN Model for Detecting Monkeypox Lesions and Performance Comparison with Pre-trained Models
by: Dihan, Fatema Jannat, et al.
Published: (2024)

Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery
by: Dahal, Ashim, et al.
Published: (2024)

Multi-Lingual Cyber Threat Detection in Tweets/X Using ML, DL, and LLM: A Comparative Analysis
by: Murad, Saydul Akbar, et al.
Published: (2025)

Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular Classification
by: Dahal, Ashim, et al.
Published: (2025)

EEG-to-Text Translation: A Model for Deciphering Human Brain Activity
by: Murad, Saydul Akbar, et al.
Published: (2025)

Embedding Shift Dissection on CLIP: Effects of Augmentations on VLM's Representation Learning
by: Dahal, Ashim, et al.
Published: (2025)

A Depth-Aware Comparative Study of Euclidean and Hyperbolic Graph Neural Networks on Bitcoin Transaction Systems
by: Ghimire, Ankit, et al.
Published: (2026)

Redemption Score: A Multi-Modal Evaluation Framework for Image Captioning via Distributional, Perceptual, and Linguistic Signal Triangulation
by: Dahal, Ashim, et al.
Published: (2025)

POVQA: Preference-Optimized Video Question Answering with Rationales for Data Efficiency
by: Dahal, Ashim, et al.
Published: (2025)

Gamma2Patterns: Deep Cognitive Attention Region Identification and Gamma-Alpha Pattern Analysis
by: Jahan, Sobhana, et al.
Published: (2026)

Bangla Fake News Detection Based On Multichannel Combined CNN-LSTM
by: George, Md. Zahin Hossain, et al.
Published: (2025)

FinBERT-BiLSTM: A Deep Learning Model for Predicting Volatile Cryptocurrency Market Prices Using Market Sentiment Dynamics
by: Hossain, Mabsur Fatin Bin, et al.
Published: (2024)

Semantic and Contextual Modeling for Malicious Comment Detection with BERT-BiLSTM
by: Fang, Zhou, et al.
Published: (2025)

BanglaQuAD: A Bengali Open-domain Question Answering Dataset
by: Rony, Md Rashad Al Hasan, et al.
Published: (2024)

A CNN-BiLSTM Model with Attention Mechanism for Earthquake Prediction
by: Kavianpour, Parisa, et al.
Published: (2021)

BSpell: A CNN-Blended BERT Based Bangla Spell Checker
by: Rahman, Chowdhury Rafeed, et al.
Published: (2022)

Multi Class Parkinson Disease Detection Based on Finger Tapping Using Attention Enhanced CNN BiLSTM
by: Miah, Abu Saleh Musa, et al.
Published: (2025)

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

Adaptive Model Integration for Stock Price Forecasting With CNN‐ATTN‐BiLSTM
by: Yi Xiao, et al.
Published: (2026)

BiLSTM-VHP: BiLSTM-Powered Network for Viral Host Prediction
by: Efat, Azher Ahmed, et al.
Published: (2025)

Enhancing Game Review Sentiment Classification on Steam Platform with Attention-Based BiLSTM
by: Oktarian, Abit Ahmad, et al.
Published: (2026)

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)

Efficient IoT Intrusion Detection with an Improved Attention-Based CNN-BiLSTM Architecture
by: Naeem, Amna, et al.
Published: (2025)

Tracking Articulatory Dynamics in Speech with a Fixed-Weight BiLSTM-CNN Architecture
by: Pillai, Leena G, et al.
Published: (2025)

Pesticide Residue Detection Using Grating Spectroscope and GWO–CNN–BiLSTM Method
by: Yanshen Zhao, et al.
Published: (2025)

A Hybrid CNN–BiLSTM–GRU Model for Electric Energy Consumption Forecasting
by: Luciano Roberto da Silva Leal, et al.
Published: (2026)

Improving Beam Training and Tracking With Oversampled‐CNN‐BiLSTM in mmWave Communication
by: Sheetal Pawar, et al.
Published: (2025)

Balancing Data Privacy and 5G VNFs Security Monitoring: Federated Learning with CNN + BiLSTM + LSTM Model
by: Abdoul-Aziz Maiga, et al.
Published: (2024)

Time‐based DDoS attack detection through hybrid LSTM‐CNN model architectures: An investigation of many‐to‐one and many‐to‐many approaches
by: Beenish Habib, et al.
Published: (2024)

A Novel Approach to Malicious Code Detection Using CNN-BiLSTM and Feature Fusion
by: Zhang, Lixia, et al.
Published: (2024)

Short-Term Electricity Demand Forecasting of Dhaka City Using CNN with Stacked BiLSTM
by: Akhter, Kazi Fuad Bin, et al.
Published: (2024)

Retracted: Intelligent Intrusion Detection Method of Industrial Internet of Things Based on CNN-BiLSTM
by: Security and Communication Networks
Published: (2024)

Lightweight CNN-BiLSTM based Intrusion Detection Systems for Resource-Constrained IoT Devices
by: Jouhari, Mohammed, et al.
Published: (2024)