5 papers
Mitigating Knowledge Conflicts in Language Model-Driven Question Answering
Han Cao, Zhaoyang Zhang, Xiangtian Li +3
In the context of knowledge-driven seq-to-seq generation tasks, such as document-based question answering and document summarization systems, two fundamental knowledge sources play…
Optimization and Application of Cloud-based Deep Learning Architecture for Multi-Source Data Prediction
Yang Zhang, Fa Wang, Xin Huang +3
This study develops a cloud-based deep learning system for early prediction of diabetes, leveraging the distributed computing capabilities of the AWS cloud platform and deep learni…
GPTDrawer: Enhancing Visual Synthesis through ChatGPT
Kun Li, Xinwei Chen, Tianyou Song +3
In the burgeoning field of AI-driven image generation, the quest for precision and relevance in response to textual prompts remains paramount. This paper introduces GPTDrawer, an i…
Electronic Health Records-Based Data-Driven Diabetes Knowledge Unveiling and Risk Prognosis
Huadong Pang, Li Zhou, Yiping Dong +4
In the healthcare sector, the application of deep learning technologies has revolutionized data analysis and disease forecasting. This is particularly evident in the field of diabe…
Offline Signature Verification Based on Feature Disentangling Aided Variational Autoencoder
Hansong Zhang, Jiangjian Guo, Kun Li +2
Offline handwritten signature verification systems are used to verify the identity of individuals, through recognizing their handwritten signature image as genuine signatures or fo…