Cover Image

Hybrid Feature Combinations with CNN for Bangla Fake News Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hussain, Md Gulzar, Sultana, Babe, Ali, Md Rinku
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

Breaking the Fake News Barrier: Deep Learning Approaches in Bangla Language
by: Mondal, Pronoy Kumar, et al.
Published: (2025)

Hybrid Machine Learning Model for Detecting Bangla Smishing Text Using BERT and Character-Level CNN
by: Tanbhir, Gazi, et al.
Published: (2025)

Enhancing Bangla Fake News Detection Using Bidirectional Gated Recurrent Units and Deep Learning Techniques
by: Roy, Utsha, et al.
Published: (2024)

A Regularized LSTM Method for Detecting Fake News Articles
by: Camelia, Tanjina Sultana, et al.
Published: (2024)

Addressing Data Scarcity in Bangla Fake News Detection: An LLM-Based Dataset Augmentation Approach
by: Sani, Ahmed Alfey, et al.
Published: (2026)

BARD10: A New Benchmark Reveals Significance of Bangla Stop-Words in Authorship Attribution
by: Moosa, Abdullah Muhammad, et al.
Published: (2025)

A Multi-Model Approach to English-Bangla Sentiment Classification of Government Mobile Banking App Reviews
by: Molla, Md. Naim, et al.
Published: (2026)

BanglaRobustNet: A Hybrid Denoising-Attention Architecture for Robust Bangla Speech Recognition
by: Ridoy, Md Sazzadul Islam, et al.
Published: (2026)

Uddessho: An Extensive Benchmark Dataset for Multimodal Author Intent Classification in Low-Resource Bangla Language
by: Faria, Fatema Tuj Johora, et al.
Published: (2024)

Question-Answering System for Bangla: Fine-tuning BERT-Bangla for a Closed Domain
by: Roy, Subal Chandra, et al.
Published: (2024)

Bangla BERT for Hyperpartisan News Detection: A Semi-Supervised and Explainable AI Approach
by: Hasan, Mohammad Mehadi, et al.
Published: (2025)

BDA: Bangla Text Data Augmentation Framework
by: Tariquzzaman, Md., et al.
Published: (2024)

BanglaForge: LLM Collaboration with Self-Refinement for Bangla Code Generation
by: Dihan, Mahir Labib, et al.
Published: (2025)

BanglaMedQA and BanglaMMedBench: Evaluating Retrieval-Augmented Generation Strategies for Bangla Biomedical Question Answering
by: Sultana, Sadia, et al.
Published: (2025)

BanTH: A Multi-label Hate Speech Detection Dataset for Transliterated Bangla
by: Haider, Fabiha, et al.
Published: (2024)

Zero-Shot Multi-Label Classification of Bangla Documents: Large Decoders Vs. Classic Encoders
by: Sarkar, Souvika, et al.
Published: (2025)

BIDWESH: A Bangla Regional Based Hate Speech Detection Dataset
by: Fayaz, Azizul Hakim, et al.
Published: (2025)

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

Transformer-Driven Triple Fusion Framework for Enhanced Multimodal Author Intent Classification in Low-Resource Bangla
by: Islam, Ariful, et al.
Published: (2025)

Are LLMs Ready to Replace Bangla Annotators?
by: Hasan, Md. Najib, et al.
Published: (2026)

Polite on the Surface, Wrong in Practice: A Curated Dataset for Fixing Honorific Failures in Multilingual Bangla Generation
by: Shuvo, Md. Asaduzzaman, et al.
Published: (2026)

PyBangla at BLP-2025 Task 2: Enhancing Bangla-to-Python Code Generation with Iterative Self-Correction and Multilingual Agents
by: Islam, Jahidul, et al.
Published: (2025)

BOISHOMMO: Holistic Approach for Bangla Hate Speech
by: Kafi, Md Abdullah Al, et al.
Published: (2025)

ChitroJera: A Regionally Relevant Visual Question Answering Dataset for Bangla
by: Barua, Deeparghya Dutta, et al.
Published: (2024)

A Unified BERT-CNN-BiLSTM Framework for Simultaneous Headline Classification and Sentiment Analysis of Bangla News
by: Raquib, Mirza, et al.
Published: (2025)

Sentiment Polarity Analysis of Bangla Food Reviews Using Machine and Deep Learning Algorithms
by: Amin, Al, et al.
Published: (2024)

Improving Bangla Linguistics: Advanced LSTM, Bi-LSTM, and Seq2Seq Models for Translating Sylheti to Modern Bangla
by: Das, Sourav Kumar, et al.
Published: (2025)

MixSarc: A Bangla-English Code-Mixed Corpus for Implicit Meaning Identification
by: Alam, Kazi Samin Yasar, et al.
Published: (2026)

From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs
by: Shibu, Hrithik Majumdar, et al.
Published: (2025)

Mixed-Distil-BERT: Code-mixed Language Modeling for Bangla, English, and Hindi
by: Raihan, Md Nishat, et al.
Published: (2023)

BanglaSentNet: An Explainable Hybrid Deep Learning Framework for Multi-Aspect Sentiment Analysis with Cross-Domain Transfer Learning
by: Islam, Ariful, et al.
Published: (2025)

Mitigating Extrinsic Gender Bias for Bangla Classification Tasks
by: Joy, Sajib Kumar Saha, et al.
Published: (2024)

Analyzing Emotions in Bangla Social Media Comments Using Machine Learning and LIME
by: Paul, Bidyarthi, et al.
Published: (2025)

Explicit Grammar Semantic Feature Fusion for Robust Text Classification
by: Sultana, Azrin, et al.
Published: (2026)

Bangla MedER: Multi-BERT Ensemble Approach for the Recognition of Bangla Medical Entity
by: Aurpa, Tanjim Taharat, et al.
Published: (2025)

BanglaSocialBench: A Benchmark for Evaluating Sociopragmatic and Cultural Alignment of LLMs in Bangladeshi Social Interaction
by: Sijan, Tanvir Ahmed, et al.
Published: (2026)

Synthetic News Generation for Fake News Classification
by: Sittar, Abdul, et al.
Published: (2025)

Vashantor: A Large-scale Multilingual Benchmark Dataset for Automated Translation of Bangla Regional Dialects to Bangla Language
by: Faria, Fatema Tuj Johora, et al.
Published: (2023)

How Good LLMs Are at Answering Bangla Medical Visual Questions? Dataset and Benchmarking
by: Ahmed, Rafid, et al.
Published: (2026)