Papers by Sung Jun Yang
PanicToCalm: A Proactive Counseling Agent for Panic Attacks (2025.emnlp-main)
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| Challenge: | Existing models for training such models are limited due to ethical and logistical issues. |
| Approach: | They propose a dataset that includes high-distress episodes constructed from first-person narratives and structured around the principles of Psychological First Aid. |
| Outcome: | The proposed model outperforms baseline models in counselor-side metrics and client affect improvement. |