Papers by Bruce Arnow
Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors (2024.acl-long)
Copied to clipboard
| Challenge: | Existing mechanisms of providing feedback rely on human supervision . existing mechanisms of delivering feedback largely rely only on human oversight . |
| Approach: | They propose to leverage large language models to provide contextualized feedback to peer counselors . they construct a publicly available dataset with detailed feedback annotations of 400 conversations . |
| Outcome: | The proposed method minimizes the risk of potentially harmful and low-quality feedback generation. |