NLP for Counterspeech against Hate: A Survey and How-To Guide
In recent years, counterspeech has emerged as one of the most promising strategies to fight
online hate. These non-escalatory responses tackle online abuse while preserving the …
online hate. These non-escalatory responses tackle online abuse while preserving the …
Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios
Ensuring robust safety measures across a wide range of scenarios is crucial for user-facing
systems. While Large Language Models (LLMs) can generate valuable data for safety …
systems. While Large Language Models (LLMs) can generate valuable data for safety …
Counterspeakers' Perspectives: Unveiling Barriers and AI Needs in the Fight against Online Hate
Counterspeech, ie, direct responses against hate speech, has become an important tool to
address the increasing amount of hate online while avoiding censorship. Although AI has …
address the increasing amount of hate online while avoiding censorship. Although AI has …
Contextualized graph representations for generating counter-narratives against hate speech
SB Santamaria, H Gómez-Adorno… - Findings of the …, 2024 - aclanthology.org
Hate speech (HS) is a widely acknowledged societal problem with potentially grave effects
on vulnerable individuals and minority groups. Developing counter-narratives (CNs) that …
on vulnerable individuals and minority groups. Developing counter-narratives (CNs) that …
Coherence-Driven Multimodal Safety Dialogue with Active Learning for Embodied Agents
When assisting people in daily tasks, robots need to accurately interpret visual cues and
respond effectively in diverse safety-critical situations, such as sharp objects on the floor. In …
respond effectively in diverse safety-critical situations, such as sharp objects on the floor. In …
Assessing the human likeness of AI-generated counterspeech
Counterspeech is a targeted response to counteract and challenge abusive or hateful
content. It can effectively curb the spread of hatred and foster constructive online …
content. It can effectively curb the spread of hatred and foster constructive online …
Contextualized Counterspeech: Strategies for Adaptation, Personalization, and Evaluation
AI-generated counterspeech offers a promising and scalable strategy to curb online toxicity
through direct replies that promote civil discourse. However, current counterspeech is one …
through direct replies that promote civil discourse. However, current counterspeech is one …
CounterQuill: Investigating the Potential of Human-AI Collaboration in Online Counterspeech Writing
Online hate speech has become increasingly prevalent on social media platforms, causing
harm to individuals and society. While efforts have been made to combat this issue through …
harm to individuals and society. While efforts have been made to combat this issue through …