📝 Publications

🤖 Knowledge-grounded Dialogue Generation

ACL 2023

Towards Faithful Dialogues via Focus Learning
Yifan Deng, Xingsheng Zhang, Heyan Huang, Yue Hu

• 提出一种新的思路去减少知识对话中的幻觉
• 通过对训练过程的学习焦点进行调整，使得模型更加关注于知识的表达
• 我们的方法在 OOD 和 Low-resource 场景下都有很好的效果

• ICASSP 2024 ConsPrompt: Exploiting Contrastive Samples for Few-shot Prompt Learning, Jinta Weng, Yifan Deng, Donghao Li, Hao You, Yue Hu, Heyan Huang

• ICASSP 2024 SUMMARIZING COMMUNITY-BASED QUESTIONANSWER PAIRS WITH FOCUS RECTIFICATION, Mingyang Mei, Yue Hu, Yifan Deng, Xingsheng Zhang, Yunpeng Li, Hao You

• SMC 2023 Personalized Educational Video Evaluation Combining Student’s Cognitive and Teaching Style, Jinta Weng, Haoyu Dong, Yifan Deng, Hao Wu, Yue Hu, Heyan Huang

• ICONIP 2023 Instance-aware and Semantic-guided Prompt for Few-shot Learning in Large Language Models, Jinta Weng, Donghao Li, Yifan Deng, Jie Zhang, Yue Hu, Heyan Huang