Papers by KuanChao Chu
Exploring and Controlling Diversity in LLM-Agent Conversation (2025.findings-emnlp)
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| Challenge: | Adaptive Prompt Pruning (APP) allows users to control diversity via a single parameter. |
| Approach: | They propose a method that allows users to control diversity via a single parameter . they propose to modularize the utterance generation prompt and reduce contextual information . |
| Outcome: | The proposed method reduces diversity in dialogues over long-term simulations by reducing contextual information. |