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SentimentFormer: A Transformer-Based Multimodal Fusion Framework for Enhanced Sentiment Analysis of Memes in Under-Resourced Bangla Language

https://doi.org/10.3390/electronics14040799
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-031-33231-9_21openalex-snapshot
Multimodal Hate Speech Detection from Bengali Memes and Texts
inferredcites →https://doi.org/10.1007/978-3-540-31865-1_25openalex-snapshot
A Probabilistic Interpretation of Precision, Recall and F-Score, with Implication for Evaluation
inferredcites →https://doi.org/10.1007/s00521-023-08629-3openalex-snapshot
Multilingual text categorization and sentiment analysis: a comparative analysis of the utilization of multilingual approaches for classifying twitter data
inferredcites →https://doi.org/10.1109/access.2024.3381515openalex-snapshot
Text Sentiment Analysis of Douban Film Short Comments Based on BERT-CNN-BiLSTM-Att Model
inferredcites →https://doi.org/10.1109/iccit60459.2023.10441342openalex-snapshot
Explainable Multimodal Sentiment Analysis on Bengali Memes
inferredcites →https://doi.org/10.1109/iccv48922.2021.00986openalex-snapshot
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
inferredcites →https://doi.org/10.1109/iccv51070.2023.01598openalex-snapshot
SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications
inferredcites →https://doi.org/10.1109/iciip53038.2021.9702696openalex-snapshot
Multi Modal Analysis of memes for Sentiment extraction
inferredcites →https://doi.org/10.1109/sti56238.2022.10103232openalex-snapshot
A Cross-Corpus Deep Learning Approach to Social Media Emotion Classification
inferredcites →https://doi.org/10.1109/tensymp61132.2024.10752197openalex-snapshot
Motamot: A Dataset for Revealing the Supremacy of Large Language Models Over Transformer Models in Bengali Political Sentiment Analysis
inferredcites →https://doi.org/10.1145/3694860.3694870openalex-snapshot
Predicting Stock Prices with FinBERT-LSTM: Integrating News Sentiment Analysis
inferredcites →https://doi.org/10.1186/s43067-023-00070-9openalex-snapshot
Sentiment analysis of COVID-19 tweets from selected hashtags in Nigeria using VADER and Text Blob analyser
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.747openalex-snapshot
Unsupervised Cross-lingual Representation Learning at Scale
inferredcites →https://doi.org/10.3390/app142311471openalex-snapshot
A Comprehensive Approach to Bias Mitigation for Sentiment Analysis of Social Media Data
inferredcites →https://doi.org/10.3390/math12233687openalex-snapshot
Investigating the Predominance of Large Language Models in Low-Resource Bangla Language over Transformer Models for Hate Speech Detection: A Comparative Analysis

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-032-15346-3_9openalex-snapshot
BanglaMind: An AI-Powered Chatbot for Emotion and Suicide Risk Detection in Students
inferred← citeshttps://doi.org/10.1007/978-3-032-28924-7_37openalex-snapshot
Transformer-Based Multilingual Sentiment Analysis for Social Media Communication Using the Twitter Sentiment Analysis Dataset
inferred← citeshttps://doi.org/10.1007/s11571-025-10378-zopenalex-snapshot
Leveraging Swin Transformer for advanced sentiment analysis: a new paradigm
inferred← citeshttps://doi.org/10.1007/s42979-026-05023-3openalex-snapshot
Sentiment Analysis on Converting Marginalized Language to English Language
inferred← citeshttps://doi.org/10.1007/s44163-026-01023-7openalex-snapshot
Context aware hierarchical alignment for robust multimodal three stream sentiment analysis
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2026.110959openalex-snapshot
A review of multimodal sentiment analysis: Taxonomy, issues, challenges, and future perspectives
inferred← citeshttps://doi.org/10.1016/j.inffus.2026.104189openalex-snapshot
Large multimodal models for low-resource languages: A survey
inferred← citeshttps://doi.org/10.1016/j.knosys.2026.117207openalex-snapshot
LiteSent: A Lightweight Adaptive Multi-Scale Framework for Social Media and Review-Based Sentiment Classification
inferred← citeshttps://doi.org/10.1109/access.2025.3613694openalex-snapshot
Contrastive and Attention-Based Multimodal Fusion: Detecting Negative Memes Through Diverse Fusion Strategies
inferred← citeshttps://doi.org/10.1109/aieta69357.2026.11508902openalex-snapshot
Evaluation and Optimization of Large Language Models for Cross-Cultural Sentiment Analysis and Text Generation
inferred← citeshttps://doi.org/10.1109/ecce64574.2025.11013932openalex-snapshot
A Deep Learning Approach for Multiclass Domain-Specific Question Classification in Computer Science for Bangla Language
inferred← citeshttps://doi.org/10.1109/iccit68739.2025.11490153openalex-snapshot
Enhancing Bangla Sentiment Analysis Through Data Balancing and Preprocessing: A Comparative Insight from Classical and Deep Learning Approaches
inferred← citeshttps://doi.org/10.1109/icrcicn68210.2025.11364641openalex-snapshot
A Multimodal Sarcasm Detection Framework for Code-Mixed Hindi-English Content Using mBERT and Audio Cues
inferred← citeshttps://doi.org/10.1109/qpain69676.2026.11545621openalex-snapshot
BAN-DHATE: Slaying Dialectal Hate with BanglaBERT Intelligence
inferred← citeshttps://doi.org/10.1111/exsy.70133openalex-snapshot
Sentiment Analysis on Memes: A Review
inferred← citeshttps://doi.org/10.1142/s175697372640010xopenalex-snapshot
GNN and q-ROFN Fuzzy MCDM for Sentiment-Driven Product Comparison and Selection in Multi-Vendor e-Commerce Platforms
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