Papers with structured dialogue act representations
Multilingual Dialogue Generation and Localization with Dialogue Act Scripting (2025.emnlp-main)
Copied to clipboard
| Challenge: | Existing approaches to training or evaluating non-English dialogue datasets often introduce artifacts that reduce their naturalness and cultural appropriateness. |
| Approach: | They propose a structured framework for encoding, localizing, and generating multilingual dialogues from abstract intent representations. |
| Outcome: | The proposed framework outperforms translation models in Italian, German, and Chinese on cultural relevance, coherence, and situational appropriateness. |