Papers by Minhwa Jung
Def-DTS: Deductive Reasoning for Open-domain Dialogue Topic Segmentation (2025.findings-acl)
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| Challenge: | Dialogue Topic Segmentation (DTS) suffers from data shortage, labeling ambiguity, and incremental complexity of recently proposed solutions. |
| Approach: | They propose a method that employs a structured prompting approach for context summarization, utterance intent classification, and deductive topic shift detection. |
| Outcome: | The proposed method outperforms traditional and state-of-the-art approaches in various dialogue settings. |