4 papers
Why Are We Lonely? Leveraging LLMs to Measure and Understand Loneliness in Caregivers and Non-caregivers
Michelle Damin Kim, Ellie S. Paek, Yufen Lin +3
This paper presents an LLM-driven approach for constructing diverse social media datasets to measure and compare loneliness in the caregiver and non-caregiver populations. We intro…
Reference-Aligned Retrieval-Augmented Question Answering over Heterogeneous Proprietary Documents
Nayoung Choi, Grace Byun, Andrew Chung +3
Proprietary corporate documents contain rich domain-specific knowledge, but their overwhelming volume and disorganized structure make it difficult even for employees to access the…
Finding A Voice: Exploring the Potential of African American Dialect and Voice Generation for Chatbots
Sarah E. Finch, Ellie S. Paek, Ikseon Choi +1
As chatbots become integral to daily life, personalizing systems is key for fostering trust, engagement, and inclusivity. This study examines how linguistic similarity affects chat…
Leveraging Large Language Models for Automated Dialogue Analysis
Sarah E. Finch, Ellie S. Paek, Jinho D. Choi
Developing high-performing dialogue systems benefits from the automatic identification of undesirable behaviors in system responses. However, detecting such behaviors remains chall…