no code implementations • ACL 2022 • Ling.Yu Zhu, Zhengkun Zhang, Jun Wang, Hongbin Wang, Haiying Wu, Zhenglu Yang
Empathetic dialogue assembles emotion understanding, feeling projection, and appropriate response generation.
no code implementations • ACL 2022 • Huibin Zhang, Zhengkun Zhang, Yao Zhang, Jun Wang, Yufan Li, Ning Jiang, Xin Wei, Zhenglu Yang
Procedural Multimodal Documents (PMDs) organize textual instructions and corresponding images step by step.
no code implementations • 8 Mar 2022 • Zhengkun Zhang, Wenya Guo, Xiaojun Meng, Yasheng Wang, Yadao Wang, Xin Jiang, Qun Liu, Zhenglu Yang
In this paper, we design a novel unified parameter-efficient transfer learning framework that works effectively on both pure language and V&L tasks.
no code implementations • 13 Sep 2021 • Zhengkun Zhang, Xiaojun Meng, Yasheng Wang, Xin Jiang, Qun Liu, Zhenglu Yang
Specially, we adopt knowledge distillation from a vision-language pretrained model to improve image selection, which avoids any requirement on the existence and quality of image captions.