Search Results for author: Haijun Shan

Found 6 papers, 1 papers with code

A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis

no code implementations16 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.

Contrastive Learning Few-Shot Text Classification +4

Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs

1 code implementation23 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.

Knowledge Graphs Logical Reasoning

Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval

no code implementations12 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.

Representation Learning Retrieval +2

TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning

no code implementations21 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.

Image Captioning Representation Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.