Papers by Anaïs Ollagnier
A Theoretically Grounded Approach to Summarizing Conversation Dynamics for Forecasting the Derailment of Online Conversations (2026.acl-long)
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| Challenge: | Recent work on conversation derailment prediction relies on linguistic features rooted in linguistic and social theories. |
| Approach: | They propose a system that predicts from the start of a conversation whether it will derail into toxic exchanges. |
| Outcome: | The proposed system achieves 10% performance increase over baseline and 6.47% increase on benchmark dataset. |
CyberAgressionAdo-v1: a Dataset of Annotated Online Aggressions in French Collected through a Role-playing Game (2022.lrec-1)
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| Challenge: | Recent studies have highlighted that private instant messaging platforms are major mediums of cyber aggression among teens. |
| Approach: | They present a dataset of aggressive chats in French collected through a role-playing game in high-schools . they provide insights on the different types of aggression and verbal abuse depending on the targeted victims . |
| Outcome: | The proposed dataset analyzes aggressive conversations in French on a role-playing game in high schools . it provides insights on the different types of aggression and verbal abuse depending on the targeted victims . |