HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection

18 December 2020

Papers citing "HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection"

30 / 280 papers shown

Title
Ground-Truth, Whose Truth? -- Examining the Challenges with Annotating Toxic Text Datasets Kofi Arhin Ioana Baldini Dennis L. Wei Karthikeyan N. Ramamurthy Moninder Singh 20 19 0 07 Dec 2021
Abusive and Threatening Language Detection in Urdu using Boosting based and BERT based models: A Comparative Approach Mithun Das Somnath Banerjee Punyajoy Saha 30 23 0 27 Nov 2021
Exploring Transformer Based Models to Identify Hate Speech and Offensive Content in English and Indo-Aryan Languages Somnath Banerjee Maulindu Sarkar Nancy Agrawal Punyajoy Saha Mithun Das 9 35 0 27 Nov 2021
Character-level HyperNetworks for Hate Speech Detection Tomer Wullach A. Adler Einat Minkov 24 12 0 11 Nov 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 72 470 0 29 Oct 2021
Exploring Universal Intrinsic Task Subspace via Prompt Tuning Yujia Qin Xiaozhi Wang Yusheng Su Yankai Lin Ning Ding ... Juanzi Li Lei Hou Peng Li Maosong Sun Jie Zhou VLM VPVLM 107 27 0 15 Oct 2021
Trustworthy AI: From Principles to Practices Bo-wen Li Peng Qi Bo Liu Shuai Di Jingen Liu Jiquan Pei Jinfeng Yi Bowen Zhou 119 356 0 04 Oct 2021
Countering Online Hate Speech: An NLP Perspective Mudit Chaudhary Chandni Saxena Helen Meng 14 19 0 07 Sep 2021
How Hateful are Movies? A Study and Prediction on Movie Subtitles Niklas von Boguszewski Sana Moin Anirban Bhowmick Seid Muhie Yimam Christian Biemann 25 4 0 19 Aug 2021
MigrationsKB: A Knowledge Base of Public Attitudes towards Migrations and their Driving Factors Yiyi Chen Harald Sack Mehwish Alam 24 3 0 17 Aug 2021
Your fairness may vary: Pretrained language model fairness in toxic text classification Ioana Baldini Dennis L. Wei Karthikeyan N. Ramamurthy Mikhail Yurochkin Moninder Singh 26 53 0 03 Aug 2021
Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate Speech Margherita Fanton Helena Bonaldi Serra Sinem Tekiroğlu Marco Guerini 16 108 0 19 Jul 2021
An Information Retrieval Approach to Building Datasets for Hate Speech Detection Md. Mustafizur Rahman Dinesh Balakrishnan Dhiraj Murthy Mucahid Kutlu Matthew Lease 18 24 0 17 Jun 2021
Challenges and Considerations with Code-Mixed NLP for Multilingual Societies Vivek Srivastava M. Singh 14 5 0 15 Jun 2021
An Exploratory Analysis of the Relation Between Offensive Language and Mental Health Ana-Maria Bucur Marcos Zampieri Liviu P. Dinu 18 22 0 31 May 2021
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments Sreyan Ghosh Sonal Kumar 35 8 0 28 May 2021
A systematic review of Hate Speech automatic detection using Natural Language Processing Md Saroar Jahan Mourad Oussalah 37 9 0 22 May 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 223 180 0 18 Apr 2021
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning Xisen Jin Bill Yuchen Lin Mohammad Rostami Xiang Ren BDL CLL 30 42 0 18 Apr 2021
Supervising Model Attention with Human Explanations for Robust Natural Language Inference Joe Stacey Yonatan Belinkov Marek Rei 30 45 0 16 Apr 2021
WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans Tharindu Ranasinghe Diptanu Sarkar Marcos Zampieri Alexander Ororbia MedIm 27 13 0 09 Apr 2021
Lone Pine at SemEval-2021 Task 5: Fine-Grained Detection of Hate Speech Using BERToxic Yakoob Khan Weicheng Ma Soroush Vosoughi 11 7 0 08 Apr 2021
IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection Archit Bansal Abhay Kaushik Ashutosh Modi 21 3 0 04 Apr 2021
ToxCCIn: Toxic Content Classification with Interpretability Tong Xiang Sean MacAvaney Eugene Yang Nazli Goharian 77 15 0 01 Mar 2021
Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing Sarah Wiegreffe Ana Marasović XAI 19 141 0 24 Feb 2021
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection Bertie Vidgen Tristan Thrush Zeerak Talat Douwe Kiela 34 244 0 31 Dec 2020
DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali Language Md. Rezaul Karim Sumon Dey Tanhim Islam Sagor Sarker Mehadi Hasan Menon Kabir Hossain Bharathi Raja Chakravarthi Md. Azam Hossain Stefan Decker 27 77 0 28 Dec 2020
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification Sara Rosenthal Pepa Atanasova Georgi Karadzhov Marcos Zampieri Preslav Nakov 9 161 0 29 Apr 2020
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 287 623 0 04 Dec 2018
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 257 3,696 0 28 Feb 2017