Papers by Dung Vo
Colloquial Singaporean English Style Transfer with Fine-Grained Explainable Control (2025.acl-long)
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| Challenge: | Existing methods for style transfer between Singlish and Standard English lack explainability and fine-grained control. |
| Approach: | They propose a multi-agent framework where large language models act as expert agents for each linguistic aspect. |
| Outcome: | The proposed model enables precise, interpretable transformations, advancing explainability in NLP for Singlish. |
IntentionFrame: A Semi-Structured, Multi-Aspect Framework for Fine-Grained Conversational Intention Understanding (2025.emnlp-main)
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| Challenge: | Existing methods for understanding user intentions in multi-turn dialogues fail to capture conversational complexity. |
| Approach: | They propose a semi-structured framework which organizes conversational intents into four interrelated aspects: situation, emotion, action, and knowledge. |
| Outcome: | The proposed framework retains interpretability and provides a rich context to accurately parse and respond to nuanced user inputs. |