Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study

4 April 2022

Serra Sinem Tekiroğlu

Papers citing "Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study"

31 / 31 papers shown

Title
Echoes of Discord: Forecasting Hater Reactions to Counterspeech Xiaoying Song Sharon Lisseth Perez Xinchen Yu Eduardo Blanco Lingzi Hong 435 0 0 17 Feb 2025
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 62 114 0 19 Jul 2021
Empowering NGOs in Countering Online Hate Messages Yi-Ling Chung Serra Sinem Tekiroğlu Sara Tonelli Marco Guerini 59 20 0 06 Jul 2021
Towards Knowledge-Grounded Counter Narrative Generation for Hate Speech Yi-Ling Chung Serra Sinem Tekiroğlu Marco Guerini 57 66 0 22 Jun 2021
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech Wanzheng Zhu S. Bhat 50 57 0 03 Jun 2021
DeepHate: Hate Speech Detection via Multi-Faceted Text Representations Rui Cao Roy Ka-wei Lee Tuan-Anh Hoang 78 89 0 14 Mar 2021
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection Bertie Vidgen Tristan Thrush Zeerak Talat Douwe Kiela 125 270 0 31 Dec 2020
Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective S. Kiritchenko I. Nejadgholi Kathleen C. Fraser AILaw 83 87 0 22 Dec 2020
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection Binny Mathew Punyajoy Saha Seid Muhie Yimam Chris Biemann Pawan Goyal Animesh Mukherjee 115 578 0 18 Dec 2020
Recipes for Safety in Open-domain Chatbots Jing Xu Da Ju Margaret Li Y-Lan Boureau Jason Weston Emily Dinan 72 234 0 14 Oct 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 158 1,209 0 24 Sep 2020
Demoting Racial Bias in Hate Speech Detection Mengzhou Xia Anjalie Field Yulia Tsvetkov 64 122 0 25 May 2020
Generating Counter Narratives against Online Hate Speech: Data and Strategies Serra Sinem Tekiroğlu Yi-Ling Chung Marco Guerini 50 112 0 08 Apr 2020
Directions in Abusive Language Training Data: Garbage In, Garbage Out Bertie Vidgen Leon Derczynski 74 265 0 03 Apr 2020
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 189 1,524 0 01 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 257 10,848 0 29 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 445 20,298 0 23 Oct 2019
CONAN -- COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech Yi-Ling Chung E. Kuzmenko Serra Sinem Tekiroğlu Marco Guerini 54 215 0 08 Oct 2019
A Benchmark Dataset for Learning to Intervene in Online Hate Speech Jing Qian Anna Bethke Yinyin Liu E. Belding-Royer William Yang Wang 42 223 0 10 Sep 2019
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack Emily Dinan Samuel Humeau Bharath Chintagunta Jason Weston 86 247 0 17 Aug 2019
Leveraging Pre-trained Checkpoints for Sequence Generation Tasks S. Rothe Shashi Narayan Aliaksei Severyn SILM 120 436 0 29 Jul 2019
Racial Bias in Hate Speech and Abusive Language Detection Datasets Thomas Davidson Debasmita Bhattacharya Ingmar Weber 102 459 0 29 May 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 190 3,201 0 22 Apr 2019
BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model Alex Jinpeng Wang Kyunghyun Cho VLM 82 358 0 11 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 181 1,626 0 13 May 2018
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 175 591 0 25 Jul 2017
Why We Need New Evaluation Metrics for NLG Jekaterina Novikova Ondrej Dusek Amanda Cercas Curry Verena Rieser 87 462 0 21 Jul 2017
Like trainer, like bot? Inheritance of bias in algorithmic content moderation Reuben Binns Michael Veale Max Van Kleek N. Shadbolt 42 147 0 05 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 722 132,199 0 12 Jun 2017
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 283 1,338 0 05 Jun 2016