Papers with Natural language interaction
Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment (2025.findings-acl)
Copied to clipboard
| Challenge: | Empirical evaluations of LLaMA-3 models demonstrate that ToM-informed alignment improves response quality, achieving win rates of 63% and 67%, respectively. |
| Approach: | They investigate whether open-source LLaMA models can represent and retain ToM-related constructs and whether they can be used to generate more aligned responses. |
| Outcome: | The proposed models can represent and retain ToM-related constructs and improve response quality. |
LADIS: Language Disentanglement for 3D Shape Editing (2022.findings-emnlp)
Copied to clipboard
| Challenge: | Existing methods for 3D shape editing produce decoupled, local edits to 3D shapes. |
| Approach: | They propose a tool set that learns latent representations that ground language in 3D geometry. |
| Outcome: | The proposed method outperforms existing SOTA methods by 20% in edit locality and up to 6.6% in language reference resolution accuracy. |