Jie Zhu

Sensitivity Analysis of a BERT-based scholarly recommendation system

2022 · The Florida AI Research Society

With the exponential growth of publicly available datasets, a scholarly recommendation system of datasets would be an essential tool in the field of information filtering. Recommending datasets to users can be formulated as a classification …

Research on Tibetan Text Classification Method Based on Neural Network

2019

Text categorization is an important task in natural language processing, and it has a wide range of applications in real life. In this paper, two N-Gram feature models (MLP, FastText) and two sequential models (sepCNN, …

Incorporating Domain Knowledge into Text Classification Diagnosis in Customer Service Dialogue Field

2021 · Journal of Physics Conference Series

Abstract The customer service dialogue process is an important way for consumers to communicate with manufacturers. In order to enhance the consumer experience as well as to assist the staff, we build a knowledge base …

Safety and Performance, Why Not Both? Bi-Objective Optimized Model Compression Against Heterogeneous Attacks Toward AI Software Deployment

2024 · IEEE Transactions on Software Engineering

The size of deep learning models in artificial intelligence (AI) software is increasing rapidly, which hinders the large-scale deployment on resource-restricted devices (e.g., smartphones). To mitigate this issue, AI software compression plays a crucial role, …

Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization

2025 · arXiv (Cornell University)

Commenting code is a crucial activity in software development, as it aids in facilitating future maintenance and updates. To enhance the efficiency of writing comments and reduce developers' workload, researchers has proposed various automated code …