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Margherita Fanton

2 accepted papers

2022

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

ACL 2022findings

In this work, we present an extensive study on the use of pre-trained language models for the task of automatic Counter Narrative (CN) generation to fight online hate speech in English. We first present a comparative study to determine whether there is a particular Language Model (or class of LMs) a…

Cited by 53SourcePDFScholar
2021

Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate Speech

ACL 2021long

Undermining the impact of hateful content with informed and non-aggressive responses, called counter narratives, has emerged as a possible solution for having healthier online communities. Thus, some NLP studies have started addressing the task of counter narrative generation. Although such studies…