mlsanityData to 7 Oct 2026

Hostility Detection Dataset in Hindi

arXiv 2011.03588 ↗First posted 6 Nov 2020cs.CLcited by 31

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Abstract (arXiv)

In this paper, we present a novel hostility detection dataset in Hindi language. We collect and manually annotate ~8200 online posts. The annotated dataset covers four hostility dimensions: fake news, hate speech, offensive, and defamation posts, along with a non-hostile label. The hostile posts are also considered for multi-label tags due to a significant overlap among the hostile classes. We release this dataset as part of the CONSTRAINT-2021 shared task on hostile post detection.

Key facts. Cited by 31 papers in the map (data through 7 Oct 2026). First posted on arXiv 6 Nov 2020.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 13; 2022: 3; 2023: 3; 2024: 4; 2025: 6; 2026: 2.

31 papers.

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  1. 2021L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Datasetcited by 28
  2. 2022L3Cube-MahaHate: A Tweet-based Marathi Hate Speech Detection Dataset and BERT modelscited by 20
  3. 2021Cross-SEAN: A Cross-Stitch Semi-Supervised Neural Attention Model for COVID-19 Fake News Detectioncited by 15
  4. 2022HateCheckHIn: Evaluating Hindi Hate Speech Detection Modelscited by 15
  5. 2024HateDay: Insights from a Global Hate Speech Dataset Representative of a Day on Twittercited by 12
  6. 2021Evaluation of Deep Learning Models for Hostility Detection in Hindi Textcited by 7
  7. 2021Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Mediacited by 6
  8. 2021Hostility Detection in Hindi leveraging Pre-Trained Language Modelscited by 6
  9. 2021IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always Hope in Transformerscited by 6
  10. 2024LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Contentcited by 6
  11. 2025Explainable AI: XAI-Guided Context-Aware Data Augmentationcited by 5
  12. 2022Spread Love Not Hate: Undermining the Importance of Hateful Pre-training for Hate Speech Detectioncited by 4
19 more
  1. 2024IndiText Boost: Text Augmentation for Low Resource India Languagescited by 4
  2. 2023Hate Speech Detection in Limited Data Contexts using Synthetic Data Generationcited by 3
  3. 2025Deceptive Humor: A Synthetic Multilingual Benchmark Dataset for Bridging Fabricated Claims with Humorous Contentcited by 3
  4. 2021Hostility Detection and Covid-19 Fake News Detection in Social Mediacited by 2
  5. 2023The Uli Dataset: An Exercise in Experience Led Annotation of oGBVcited by 2
  6. 2021Task Adaptive Pretraining of Transformers for Hostility Detectioncited by 1
  7. 2025HatePRISM: Policies, Platforms, and Research Integration. Advancing NLP for Hate Speech Proactive Mitigationcited by 1
  8. 2025From Fragments to Facts: A Curriculum-Driven DPO Approach for Generating Hindi News Veracity Explanationscited by 1
  9. 2026HateMirage: An Explainable Multi-Dimensional Dataset for Decoding Faux Hate and Subtle Online Abusecited by 1
  10. 2026Multilingual Hate Speech Detection and Counterspeech Generation: A Comprehensive Survey and Practical Guidecited by 1
  11. 2021Detecting Hostile Posts using Relational Graph Convolutional Networkcited by 0
  12. 2021LaDiff ULMFiT: A Layer Differentiated training approach for ULMFiTcited by 0
  13. 2021Coarse and Fine-Grained Hostility Detection in Hindi Posts using Fine Tuned Multilingual Embeddingscited by 0
  14. 2021Walk in Wild: An Ensemble Approach for Hostility Detection in Hindi Postscited by 0
  15. 2021Divide and Conquer: An Ensemble Approach for Hostile Post Detection in Hindicited by 0
  16. 2023HCDIR: End-to-end Hate Context Detection, and Intensity Reduction model for online commentscited by 0
  17. 2024ICPR 2024 Competition on Multilingual Claim-Span Identificationcited by 0
  18. 2025SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generationcited by 0
  19. 2025Web(er) of Hate: A Survey on How Hate Speech Is Typedcited by 0