Papers by Yuqian Sun
LLMs Behind the Scenes: Enabling Narrative Scene Illustration (2025.emnlp-main)
Copied to clipboard
| Challenge: | Generative AI has established the ability to readily transform content from one medium to another. |
| Approach: | They propose a pipeline that uses large language models to prompt text-to-image models to generate scenes for story text. |
| Outcome: | The proposed pipeline synthesizes illustrations for scenes in a story corpus using human annotation tasks. |
Unified Dual-view Cognitive Model for Interpretable Claim Verification (2021.acl-long)
Copied to clipboard
| Challenge: | Existing studies constructing direct interactions between the claim and each single user response to capture evidence have shown remarkable success in interpretable claim verification. |
| Approach: | They propose a Dual-view model based on the views of Collective and Individual Cognition (CICD) that captures word-level semantics based . on individual cognition, they adjust the proportion between them to generate global evidence. |
| Outcome: | The proposed model is based on the views of collective and individual cognition and achieves state-of-the-art performance on three benchmark datasets. |