Search Results for author: Fudan Zheng

Found 4 papers, 0 papers with code

Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning

no code implementations EMNLP 2021 Weijiang Yu, Yingpeng Wen, Fudan Zheng, Nong Xiao

Firstly, our pre-trained knowledge encoder aims at reasoning the MWP by using outside knowledge from the pre-trained transformer-based models.

Math Sentence

Exploring Low-Resource Medical Image Classification with Weakly Supervised Prompt Learning

no code implementations6 Feb 2024 Fudan Zheng, Jindong Cao, Weijiang Yu, Zhiguang Chen, Nong Xiao, Yutong Lu

The weakly supervised prompt learning model only utilizes the classes of images in the dataset to guide the learning of the specific class vector in the prompt, while the learning of other context vectors in the prompt requires no manual annotations for guidance.

Few-Shot Learning Image Classification +3

Intensive Vision-guided Network for Radiology Report Generation

no code implementations6 Feb 2024 Fudan Zheng, Mengfei Li, Ying Wang, Weijiang Yu, Ruixuan Wang, Zhiguang Chen, Nong Xiao, Yutong Lu

Given the above limitation in feature extraction, we propose a Globally-intensive Attention (GIA) module in the medical image encoder to simulate and integrate multi-view vision perception.

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