Cover Image

Hierarchical Sentiment Analysis Framework for Hate Speech Detection: Implementing Binary and Multiclass Classification Strategy

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Naznin, Faria, Rahman, Md Touhidur, Alve, Shahran Rahman
Format:	Preprint
Published:	2024
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

Deep Learning and Hybrid Approaches for Dynamic Scene Analysis, Object Detection and Motion Tracking
by: Alve, Shahran Rahman
Published: (2024)

BengaliSent140: A Large-Scale Bengali Binary Sentiment Dataset for Hate and Non-Hate Speech Classification
by: Islam, Akif, et al.
Published: (2026)

AI-generated Text Detection: A Multifaceted Approach to Binary and Multiclass Classification
by: Abburi, Harika, et al.
Published: (2025)

xList-Hate: A Checklist-Based Framework for Interpretable and Generalizable Hate Speech Detection
by: Girón, Adrián, et al.
Published: (2026)

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

HatePrototypes: Interpretable and Transferable Representations for Implicit and Explicit Hate Speech Detection
by: Proskurina, Irina, et al.
Published: (2025)

Consolidating Strategies for Countering Hate Speech Using Persuasive Dialogues
by: Saha, Sougata, et al.
Published: (2024)

MEME-Fusion@CHiPSAL 2026: Multimodal Ablation Study of Hate Detection and Sentiment Analysis on Nepali Memes
by: Wagle, Samir, et al.
Published: (2026)

Towards Weakly-Supervised Hate Speech Classification Across Datasets
by: Jin, Yiping, et al.
Published: (2023)

Improving Implicit Hate Speech Detection via a Community-Driven Multi-Agent Framework
by: Gajewska, Ewelina, et al.
Published: (2026)

Selective Demonstration Retrieval for Improved Implicit Hate Speech Detection
by: Kim, Yumin, et al.
Published: (2025)

Emotion Detection From Social Media Posts
by: Rahman, Md Mahbubur, et al.
Published: (2023)

Towards Fairness Assessment of Dutch Hate Speech Detection
by: Bauer, Julie, et al.
Published: (2025)

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy
by: Rahman, A M Muntasir, et al.
Published: (2025)

Harnessing Artificial Intelligence to Combat Online Hate: Exploring the Challenges and Opportunities of Large Language Models in Hate Speech Detection
by: Kumarage, Tharindu, et al.
Published: (2024)

PromptGuard at BLP-2025 Task 1: A Few-Shot Classification Framework Using Majority Voting and Keyword Similarity for Bengali Hate Speech Detection
by: Hossan, Rakib, et al.
Published: (2025)

Strategic Fusion Optimizes Transformer Compression
by: Rahman, Md Shoaibur
Published: (2025)

Analysis and Detection of Multilingual Hate Speech Using Transformer Based Deep Learning
by: Das, Arijit, et al.
Published: (2024)

A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities
by: Ye, Haotian, et al.
Published: (2024)

Conditioning Large Language Models on Legal Systems? Detecting Punishable Hate Speech
by: Ludwig, Florian, et al.
Published: (2025)

Leveraging the Potential of Prompt Engineering for Hate Speech Detection in Low-Resource Languages
by: Prome, Ruhina Tabasshum, et al.
Published: (2025)

HateXScore: A Metric Suite for Evaluating Reasoning Quality in Hate Speech Explanations
by: Hu, Yujia, et al.
Published: (2026)

Arabic Sentiment Analysis with Noisy Deep Explainable Model
by: Atabuzzaman, Md., et al.
Published: (2023)

LinguIUTics at PsyDefDetect: Iterative Imbalance-Aware Fine-tuning of Qwen3-8B for Psychological Defense Mechanism Classification
by: Adib, Shefayat E Shams, et al.
Published: (2026)

Empirical Evaluation of Public HateSpeech Datasets
by: Jaf, Sadar, et al.
Published: (2024)

Towards Generalizable Generic Harmful Speech Datasets for Implicit Hate Speech Detection
by: Almohaimeed, Saad, et al.
Published: (2025)

A Survey of Machine Learning Models and Datasets for the Multi-label Classification of Textual Hate Speech in English
by: Bäumler, Julian, et al.
Published: (2025)

Hate Speech Detection using Large Language Models with Data Augmentation and Feature Enhancement
by: Nge, Brian Jing Hong, et al.
Published: (2026)

Navigating Dialectal Bias and Ethical Complexities in Levantine Arabic Hate Speech Detection
by: Ahmed, Ahmed Haj, et al.
Published: (2024)

An Investigation Into Explainable Audio Hate Speech Detection
by: An, Jinmyeong, et al.
Published: (2024)

Can LLMs Evaluate What They Cannot Annotate? Revisiting LLM Reliability in Hate Speech Detection
by: Piot, Paloma, et al.
Published: (2025)

More Than Sum of Its Parts: Deciphering Intent Shifts in Multimodal Hate Speech Detection
by: Sun, Runze, et al.
Published: (2026)

Bridging Fairness and Explainability: Can Input-Based Explanations Promote Fairness in Hate Speech Detection?
by: Wang, Yifan, et al.
Published: (2025)

SEAHateCheck: Functional Tests for Detecting Hate Speech in Low-Resource Languages of Southeast Asia
by: Ng, Ri Chi, et al.
Published: (2026)

Fine-tuned Large Language Models (LLMs): Improved Prompt Injection Attacks Detection
by: Rahman, Md Abdur, et al.
Published: (2024)

Feature Selection Empowered BERT for Detection of Hate Speech with Vocabulary Augmentation
by: Desai, Pritish N., et al.
Published: (2025)

Investigating Annotator Bias in Large Language Models for Hate Speech Detection
by: Das, Amit, et al.
Published: (2024)

Causality Guided Representation Learning for Cross-Style Hate Speech Detection
by: Zhao, Chengshuai, et al.
Published: (2025)

Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis
by: Lee, Nayeon, et al.
Published: (2023)

ToxSyn: Reducing Bias in Hate Speech Detection via Synthetic Minority Data in Brazilian Portuguese
by: Brito, Iago Alves, et al.
Published: (2025)