Papers with annotating pragmatic information of conversations systematically
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. |