Multiclass Hate Speech Detection with RoBERTa-OTA: Integrating Transformer Attention and Graph Convolutional Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Abusaqer, Mahmoud, Saquer, Jamil |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Efficient Hate Speech Detection: Evaluating 38 Models from Traditional Methods to Transformers
by: Abusaqer, Mahmoud, et al.
Published: (2025)
by: Abusaqer, Mahmoud, et al.
Published: (2025)
Evaluating Simple Debiasing Techniques in RoBERTa-based Hate Speech Detection Models
by: Iftimie, Diana, et al.
Published: (2025)
by: Iftimie, Diana, et al.
Published: (2025)
RoBERTurk: Adjusting RoBERTa for Turkish
by: Tas, Nuri
Published: (2024)
by: Tas, Nuri
Published: (2024)
NER- RoBERTa: Fine-Tuning RoBERTa for Named Entity Recognition (NER) within low-resource languages
by: Abdullah, Abdulhady Abas, et al.
Published: (2024)
by: Abdullah, Abdulhady Abas, et al.
Published: (2024)
Performance Evaluation of Emotion Classification in Japanese Using RoBERTa and DeBERTa
by: Takenaka, Yoichi
Published: (2025)
by: Takenaka, Yoichi
Published: (2025)
Does RoBERTa Perform Better than BERT in Continual Learning: An Attention Sink Perspective
by: Bai, Xueying, et al.
Published: (2024)
by: Bai, Xueying, et al.
Published: (2024)
Multilingual Hope Speech Detection: A Comparative Study of Logistic Regression, mBERT, and XLM-RoBERTa with Active Learning
by: Abiola, T. O., et al.
Published: (2025)
by: Abiola, T. O., et al.
Published: (2025)
A RoBERTa-Based Functional Syntax Annotation Model for Chinese Texts
by: Xiaohui, Han, et al.
Published: (2025)
by: Xiaohui, Han, et al.
Published: (2025)
A Comparative Analysis of Transformer and LSTM Models for Detecting Suicidal Ideation on Reddit
by: Hasan, Khalid, et al.
Published: (2024)
by: Hasan, Khalid, et al.
Published: (2024)
Logits-Constrained Framework with RoBERTa for Ancient Chinese NER
by: Hua, Wenjie, et al.
Published: (2025)
by: Hua, Wenjie, et al.
Published: (2025)
Data Quality Matters: Suicide Intention Detection on Social Media Posts Using RoBERTa-CNN
by: Lin, Emily, et al.
Published: (2024)
by: Lin, Emily, et al.
Published: (2024)
EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System
by: Chaybouti, Sofian, et al.
Published: (2021)
by: Chaybouti, Sofian, et al.
Published: (2021)
Decoding Fake Narratives in Spreading Hateful Stories: A Dual-Head RoBERTa Model with Multi-Task Learning
by: Bhaskar, Yash, et al.
Published: (2025)
by: Bhaskar, Yash, et al.
Published: (2025)
RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis
by: Rahman, Md. Mostafizer, et al.
Published: (2024)
by: Rahman, Md. Mostafizer, et al.
Published: (2024)
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages
by: Dorkin, Aleksei, et al.
Published: (2024)
by: Dorkin, Aleksei, et al.
Published: (2024)
"AGI" team at SHROOM-CAP: Data-Centric Approach to Multilingual Hallucination Detection using XLM-RoBERTa
by: Rathva, Harsh, et al.
Published: (2025)
by: Rathva, Harsh, et al.
Published: (2025)
SemEval-2024 Task 8: Weighted Layer Averaging RoBERTa for Black-Box Machine-Generated Text Detection
by: Datta, Ayan, et al.
Published: (2024)
by: Datta, Ayan, et al.
Published: (2024)
Advancing Mental Disorder Detection: A Comparative Evaluation of Transformer and LSTM Architectures on Social Media
by: Hasan, Khalid, et al.
Published: (2025)
by: Hasan, Khalid, et al.
Published: (2025)
Bilingual Sexism Classification: Fine-Tuned XLM-RoBERTa and GPT-3.5 Few-Shot Learning
by: Azadi, AmirMohammad, et al.
Published: (2024)
by: Azadi, AmirMohammad, et al.
Published: (2024)
Why Antiwork: A RoBERTa-Based System for Work-Related Stress Identification and Leading Factor Analysis
by: Lu, Tao, et al.
Published: (2024)
by: Lu, Tao, et al.
Published: (2024)
A Benchmark Suite of Reddit-Derived Datasets for Mental Health Detection
by: Hasan, Khalid, et al.
Published: (2026)
by: Hasan, Khalid, et al.
Published: (2026)
Beyond Architectures: Evaluating the Role of Contextual Embeddings in Detecting Bipolar Disorder on Social Media
by: Hasan, Khalid, et al.
Published: (2025)
by: Hasan, Khalid, et al.
Published: (2025)
NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression
by: Wu, Tong, et al.
Published: (2026)
by: Wu, Tong, et al.
Published: (2026)
multiMentalRoBERTa: A Fine-tuned Multiclass Classifier for Mental Health Disorder
by: Islam, K M Sajjadul, et al.
Published: (2025)
by: Islam, K M Sajjadul, et al.
Published: (2025)
EDU-NER-2025: Named Entity Recognition in Urdu Educational Texts using XLM-RoBERTa with X (formerly Twitter)
by: Ullah, Fida, et al.
Published: (2025)
by: Ullah, Fida, et al.
Published: (2025)
Mental Multi-class Classification on Social Media: Benchmarking Transformer Architectures against LSTM Models
by: Hasan, Khalid, et al.
Published: (2025)
by: Hasan, Khalid, et al.
Published: (2025)
Mast Kalandar at SemEval-2024 Task 8: On the Trail of Textual Origins: RoBERTa-BiLSTM Approach to Detect AI-Generated Text
by: Bafna, Jainit Sushil, et al.
Published: (2024)
by: Bafna, Jainit Sushil, et al.
Published: (2024)
SG-UniBuc-NLP at SemEval-2026 Task 6: Multi-Head RoBERTa with Chunking for Long-Context Evasion Detection
by: Stefan, Gabriel, et al.
Published: (2026)
by: Stefan, Gabriel, et al.
Published: (2026)
Fine-tuning RoBERTa for CVE-to-CWE Classification: A 125M Parameter Model Competitive with LLMs
by: Mosievskiy, Nikita
Published: (2026)
by: Mosievskiy, Nikita
Published: (2026)
The Role of Model Architecture and Scale in Predicting Molecular Properties: Insights from Fine-Tuning RoBERTa, BART, and LLaMA
by: Youngmin, Lee, et al.
Published: (2024)
by: Youngmin, Lee, et al.
Published: (2024)
QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment Analysis
by: de Vink, A. J. W., et al.
Published: (2026)
by: de Vink, A. J. W., et al.
Published: (2026)
MaLei at the PLABA Track of TREC 2024: RoBERTa for Term Replacement -- LLaMA3.1 and GPT-4o for Complete Abstract Adaptation
by: Ling, Zhidong, et al.
Published: (2024)
by: Ling, Zhidong, et al.
Published: (2024)
Antibody Foundational Model : Ab-RoBERTa
by: Huh, Eunna, et al.
Published: (2025)
by: Huh, Eunna, et al.
Published: (2025)
RoBERTa-Augmented Synthesis for Detecting Malicious API Requests
by: Aharon, Udi, et al.
Published: (2024)
by: Aharon, Udi, et al.
Published: (2024)
Hierarchical Sentiment Analysis Framework for Hate Speech Detection: Implementing Binary and Multiclass Classification Strategy
by: Naznin, Faria, et al.
Published: (2024)
by: Naznin, Faria, et al.
Published: (2024)
The Large Language Model GreekLegalRoBERTa
by: Saketos, Vasileios, et al.
Published: (2024)
by: Saketos, Vasileios, et al.
Published: (2024)
Efficient Hate Speech Detection: A Three-Layer LoRA-Tuned BERTweet Framework
by: El-Bahnasawi, Mahmoud
Published: (2025)
by: El-Bahnasawi, Mahmoud
Published: (2025)
MasonPerplexity at Multimodal Hate Speech Event Detection 2024: Hate Speech and Target Detection Using Transformer Ensembles
by: Ganguly, Amrita, et al.
Published: (2024)
by: Ganguly, Amrita, et al.
Published: (2024)
Advancing Hate Speech Detection with Transformers: Insights from the MetaHate
by: Chapagain, Santosh, et al.
Published: (2025)
by: Chapagain, Santosh, et al.
Published: (2025)
MHS-STMA: Multimodal Hate Speech Detection via Scalable Transformer-Based Multilevel Attention Framework
by: Chhabra, Anusha, et al.
Published: (2024)
by: Chhabra, Anusha, et al.
Published: (2024)
Similar Items
-
Efficient Hate Speech Detection: Evaluating 38 Models from Traditional Methods to Transformers
by: Abusaqer, Mahmoud, et al.
Published: (2025) -
Evaluating Simple Debiasing Techniques in RoBERTa-based Hate Speech Detection Models
by: Iftimie, Diana, et al.
Published: (2025) -
RoBERTurk: Adjusting RoBERTa for Turkish
by: Tas, Nuri
Published: (2024) -
NER- RoBERTa: Fine-Tuning RoBERTa for Named Entity Recognition (NER) within low-resource languages
by: Abdullah, Abdulhady Abas, et al.
Published: (2024) -
Performance Evaluation of Emotion Classification in Japanese Using RoBERTa and DeBERTa
by: Takenaka, Yoichi
Published: (2025)