no code implementations • 16 Dec 2023 • Jingyi Zhou, Jie zhou, Jiabao Zhao, Siyin Wang, Haijun Shan, Gui Tao, Qi Zhang, Xuanjing Huang
Few-shot text classification has attracted great interest in both academia and industry due to the lack of labeled data in many fields.
1 code implementation • 23 May 2023 • Siyuan Wang, Zhongyu Wei, Meng Han, Zhihao Fan, Haijun Shan, Qi Zhang, Xuanjing Huang
The results demonstrate the effectiveness of our method on logical reasoning over KGs in both inductive and transductive settings.
no code implementations • 12 Sep 2021 • Zhihao Fan, Zhongyu Wei, Zejun Li, Siyuan Wang, Haijun Shan, Xuanjing Huang, Jianqing Fan
Existing research for image text retrieval mainly relies on sentence-level supervision to distinguish matched and mismatched sentences for a query image.
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.
no code implementations • 21 Mar 2021 • Zejun Li, Zhongyu Wei, Zhihao Fan, Haijun Shan, Xuanjing Huang
In this paper, we focus on the problem of unsupervised image-sentence matching.
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