Jing Yu

Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees

2021 · arXiv (Cornell University)

Pre-trained language models like BERT achieve superior performances in various NLP tasks without explicit consideration of syntactic information. Meanwhile, syntactic information has been proved to be crucial for the success of NLP applications. However, how …

Solving the Feature Diversity Problem Based on Multi-Model Scheme

2021 · Journal on artificial intelligence

Generally, the performance of deep learning models is related to the captured features of training samples. When the training samples belong to different domains, the diverse features may increase the difficulty of training high performance …

Privacy-Preserving Multi-Keyword Fuzzy Adjacency Search Strategy for Encrypted Graph in Cloud Environment

2024 · Computers, materials & continua/Computers, materials & continua (Print)

In a cloud environment, outsourced graph data is widely used in companies, enterprises, medical institutions, and so on. Data owners and users can save costs and improve efficiency by storing large amounts of graph data …

STMAD:A Simple Multimodal Anomaly Detection for Thyroid Medical Information

2024

Anomaly detection has been widely explored by training an out-of-distribution detector with only normal data. Medical image analysis, as a common tool, faces the challenge of how to further enhance the detection performance for thyroid …

Research on Interpretable Recommendation Methods for Civil Aviation Ancillary Services

2024

In the modern civil aviation industry, with the escalating market competition and the increasing diversification of airline profit models, revenue from ancillary services has become a key factor for airlines to enhance their overall revenue …

Automated volumetric assessment of hepatocellular carcinomas using multi-phase-fused dual-attention network

2025 · Biomedical Signal Processing and Control

Objectives Assessing patients’ responses to Transarterial Chemoembolization (TACE) treatment by analyzing the volume changes of Hepatocellular Carcinomas (HCC) is critical for treatment planning and prognosis. To obtain the precise cancer volumes in real time and …

An Innovated Searching for Reviving Nations Nuclear Generating Electricity &BRICS Energy Consumption Status per capita Analysis' Achievement on Scientist's Behavior & Judgement with Sustainability

2026 · Zenodo (CERN European Organization for Nuclear Research)

The long and many times experimental trial will be necessary in order to guarantee the product property stably and reliably. As for the stable operation and reliable one the more times and choices will be …