Papers with InCongruenT
PREDICT: Multi-Agent-based Debate Simulation for Generalized Hate Speech Detection (2024.emnlp-main)
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| Challenge: | Existing methods to generalize hate speech detection models have been limited by the labeling criteria between datasets. |
| Approach: | They propose a framework that uses the concept of multi-agent for hate speech detection that uses a set of labeling criteria to create multiple agents based on the induced labeling of given datasets. |
| Outcome: | The proposed framework achieves superior cross-evaluation performance compared to methods that focus on specific labeling criteria or majority voting methods. |