no code implementations • 22 Sep 2021 • Fu Sun, Feng-Lin Li, Ruize Wang, Qianglong Chen, Xingyi Cheng, Ji Zhang
Knowledge enhanced pre-trained language models (K-PLMs) are shown to be effective for many public tasks in the literature but few of them have been successfully applied in practice.
no code implementations • 21 Jun 2021 • Zhihao Fan, Zhongyu Wei, Siyuan Wang, Ruize Wang, Zejun Li, Haijun Shan, Xuanjing Huang
Considering that theme concepts can be learned from both images and captions, we propose two settings for their representations learning based on TTN.
1 code implementation • EMNLP 2020 • Wanjun Zhong, Duyu Tang, Zenan Xu, Ruize Wang, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin
To address this, we propose a graph-based model that utilizes the factual structure of a document for deepfake detection of text.
no code implementations • 13 Aug 2020 • Ying Cheng, Ruize Wang, Zhihao Pan, Rui Feng, Yuejie Zhang
When watching videos, the occurrence of a visual event is often accompanied by an audio event, e. g., the voice of lip motion, the music of playing instruments.
no code implementations • EMNLP 2020 • Ruize Wang, Duyu Tang, Nan Duan, Wanjun Zhong, Zhongyu Wei, Xuanjing Huang, Daxin Jiang, Ming Zhou
We study the detection of propagandistic text fragments in news articles.
no code implementations • The Thirty-Fourth AAAI Conference on Artificial Intelligence 2020 • Ruize Wang, Zhongyu Wei, Piji Li, Qi Zhang, Xuanjing Huang
In particular, on the within-image level, we employ a Graph Convolution Network (GCN) to enrich local fine-grained region representations of objects on scene graphs.
Ranked #7 on Visual Storytelling on VIST
2 code implementations • Findings (ACL) 2021 • Ruize Wang, Duyu Tang, Nan Duan, Zhongyu Wei, Xuanjing Huang, Jianshu ji, Guihong Cao, Daxin Jiang, Ming Zhou
We study the problem of injecting knowledge into large pre-trained models like BERT and RoBERTa.
Ranked #1 on Entity Typing on Open Entity
no code implementations • COLING 2020 • Ruize Wang, Zhongyu Wei, Ying Cheng, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang, Xuanjing Huang
Visual storytelling aims to generate a narrative paragraph from a sequence of images automatically.
Ranked #9 on Visual Storytelling on VIST