Interaction Centered Framework Papers

This page lists 1 peer-reviewed paper in the research area of Interaction Centered Framework in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (1 of 1)

REL-AI: An interaction-centered approach to measuring human-lm reliance

Authors: K Zhou, JD Hwang, X Ren, N Dziri

Year: 2025

Published in: Proceedings of the ..., 2025 - aclanthology.org

Institution: Stanford University, University of Southern California, Carnegie Mellon University, Allen Institute for AI

Research Area: Human-LM Reliance, Interaction-Centered Framework, Human-Computer Interaction

Discipline: Human-Computer Interaction, Artificial Intelligence

The study introduces Rel-A.I., an interaction-centered evaluation approach to measure human reliance on LLM responses, revealing that politeness and interaction context significantly influence user reliance.

Methods: Nine user studies were conducted, analyzing user reliance influenced by LLM communication features such as politeness and context through participant interaction experiments.

Key Findings: The degree of human reliance on LLM responses based on communication style (e.g., politeness) and interaction context (e.g., knowledge domain, prior interactions).

Citations: 18

Sample Size: 450