Author

Jad Kabbara

2 papers indexed here

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Preprint Jul 2026

FaciliTrain: Practicing Facilitation Skills through AI-Simulated Group Dialogue

Skilled facilitation supports inclusive small-group dialogue, but deliberate practice is hard to scale: it depends on expert coaches, live practice partners, and iterative feedback. We present FaciliTrain, a voice-based training system in which learners step into the facilitator role of an AI-simulated multi-participan...

Hang Jiang, Yuanxin Zhu, Diyi Yang et al. · 0 citations

#natural language process... Jul 2026

Rating the Pitch, Not the Product: User Evaluations of LLMs Reflect Expectations More Than Performance

After interaction, users are still rating the pitch, not the product: user-elicited LLM evaluations, including the preference data driving public leaderboards, measure expectation management at least as much as the model itself.

Robert D. Morabito, Tyler McDonald, C. Viswanath et al. · arXiv.org · 0 citations