Papers by Brian Bailey
ParseJargon: Personalized Real-time Jargon Support in Online Meetings (2026.acl-demo)
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| Challenge: | Recent advances in speech-to-text technologies and large language models (LLMs) have the potential to overcome these limitations with automated, real-time jargon support. |
| Approach: | They built an interactive LLM-powered system that provides real-time personalized jargon support tailored to users’ individual backgrounds in online meetings. |
| Outcome: | The proposed system provides more precise jargon identification and enhanced participants’ comprehension, engagement, and appreciation of colleagues’ work. |
Who Plays Which Role When? Communication Role Dynamics for Peer Recognition and Team Performance Prediction (2026.acl-long)
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| Challenge: | Prior work has modeled functional roles for meeting participants from simple speech features or used behavioral patterns to predict "latent" roles and team outcomes. |
| Approach: | They operationalize a taxonomy of eight communication roles grounded in education literature and annotate a corpus of 6,307 Slack messages from 55 students across 18 teams. |
| Outcome: | The proposed taxonomy outperforms lexical, conversational, and LLM-prompting baselines in predicting team performance after deliberation. |