Papers by Prerna Juneja
Persona-Grounded Safety Evaluation of AI Companions in Multi-Turn Conversations (2026.acl-long)
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| Challenge: | Existing safety evaluations rely on self-reported user data or interviews . a recent study evaluated how Replika responds to high-risk user groups . |
| Approach: | They propose a framework for controlled simulation and safety evaluation of multi-turn interactions with AI companion applications. |
| Outcome: | The proposed framework evaluates how Replika responds to high-risk user groups . it incorporates emotion modeling and LLM-assisted utterance-and harm-level classification . |