Papers by Carine Graff
Frictional Agent Alignment Framework: Slow Down and Don’t Break Things (2025.acl-long)
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| Challenge: | Common preference alignment methods excel in static settings, but struggle in dynamic collaborative tasks where explicit signals of interlocutor beliefs are sparse and skewed. |
| Approach: | They propose a Frictional Agent Alignment Framework to generate precise, context-aware friction that prompts deliberation and re-examination of existing evidence. |
| Outcome: | The proposed framework outperforms existing methods in producing concise, interpretable friction and in OOD generalization. |