• Login
  • Register

Work for a Member organization and need a Member Portal account? Register here with your official email address.

Past Member

Elinor Poole-Dayan

Former Graduate Student
Contact Information:
Groups
Publication

From Dialogue to Decision: An LLM-Powered Framework for Analyzing Collective Idea Evolution and Voting Dynamics in Deliberative Assemblies

Poole-Dayan, Elinor G. (2025). From Dialogue to Decision: An LLM-Powered Framework for Analyzing Collective Idea Evolution and Voting Dynamics in Deliberative Assemblies [Master’s thesis, Massachusetts Institute of Technology].

Publication

LLMs for Public Narrative Understanding

Elinor Poole-Dayan*, Daniel T. Kessler*, Margaret Hughes, Emily S. Lin, Marshall Ganz and Deb Roy. 2025. LLMs for Public Narrative Understanding. NAACL Workshop on Narrative Understanding, Albuquerque, New Mexico, USA. Association for Computational Linguistics. https://arxiv.org/abs/2511.13505

Publication

LLM Targeted Underperformance Disproportionately Impacts Vulnerable Users

Poole-Dayan, Elinor, Deb Roy, and Jad Kabbara. "LLM Targeted Underperformance Disproportionately Impacts Vulnerable Users." Proceedings of the AAAI Conference on Artificial Intelligence (Jan. 2026). https://arxiv.org/abs/2406.17737.