New TTBYS framework boosts LLM persuasive dialogue with dual knowledge

Researchers have introduced a new framework called Think Thrice Before You Speak (TTBYS) to enhance the Theory of Mind (ToM) capabilities in large language models for persuasive dialogue. This framework addresses limitations in current models by explicitly modeling the sequential dependencies among mental states like beliefs and desires, using the Belief-Desire-Intention (BDI) framework. To support this, they also created a large dataset, ToM-based Broad Persuasive Dialogues (ToM-BPD), and demonstrated that a Qwen3-8B model augmented with TTBYS outperformed GPT-5 on predicting mental states and persuasive strategies. AI

影响 Enhances LLM reasoning for persuasive dialogue, potentially improving human-AI interaction in sensitive applications.

排序理由 The cluster describes a new research paper introducing a novel framework and dataset for enhancing LLM capabilities. [lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

• Belief-Desire-Intention
• GPT-5
• Qwen3-8B
• Theory of Mind
• Think Thrice Before You Speak
• ToM-based Broad Persuasive Dialogues

• 论文
• 模型发布

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