4 papers
Lilo: A Multi-Agent Conversational Sandbox for Children's Digital Communication
Ofri Elbaum, Amit Malik, Tomer Malkevich +4
Children's peer conflicts increasingly play out in group chats, where tone and timing are stripped away, and a hurtful message is easier to send than to say aloud. We present Lilo,…
Deep Persona: A Psychologically Grounded Architecture and Evaluation Framework for Role-Playing Agents and Simulations
Rotem Dror, Zohar Elyoseph, Yuval Haber +3
Existing approaches to persona simulation with Large Language Models (LLMs) mostly rely on shallow character descriptions that fail to sustain coherent character behavior across ex…
Social Knowledge for Cross-Domain User Preference Modeling
Nir Lotan, Adir Solomon, Ido Guy +1
We demonstrate that user preferences can be represented and predicted across topical domains using large-scale social modeling. Given information about popular entities favored by…
DiSCo: Making Absence Visible in Intelligent Summarization Interfaces
Eran Fainman, Hagit Ben Shoshan, Adir Solomon +1
Intelligent interfaces increasingly use large language models to summarize user-generated content, yet these summaries emphasize what is mentioned while overlooking what is missing…