A5102864184- Topic Modeling
- Natural Language Processing Techniques
- Hate Speech and Cyberbullying Detection
- Advanced Malware Detection Techniques
- Advanced Graph Neural Networks
- Aeroelasticity and Vibration Control
- Liver Disease Diagnosis and Treatment
- Chromatography in Natural Products
- Machine Learning and Data Classification
- Big Data and Business Intelligence
- Alkaloids: synthesis and pharmacology
- Text and Document Classification Technologies
- Advanced Text Analysis Techniques
- Elevator Systems and Control
- Laser and Thermal Forming Techniques
- Traditional and Medicinal Uses of Annonaceae
- Industrial Vision Systems and Defect Detection
- Recommender Systems and Techniques
- Blockchain Technology Applications and Security
- Smart Parking Systems Research
- Simulation-Based Education in Healthcare
- Industrial Automation and Control Systems
- IoT and Edge/Fog Computing
- Alcohol Consumption and Health Effects
- Structural Health Monitoring Techniques
National Taiwan University
2025
Zhejiang University
2024
Chinese University of Hong Kong
2023
National Taipei University
2023
National Chung Hsing University
2023
Zhejiang University-University of Edinburgh Institute
2022
University of Massachusetts Boston
2021
Tsinghua University
2003
Visual-Language Models (VLMs) have shown remarkable performance across various tasks, particularly in recognizing geographic information from images. However, significant challenges remain, including biases and privacy concerns. To systematically address these issues the context of recognition, we introduce a benchmark dataset consisting 1,200 images paired with detailed metadata. Evaluating four VLMs, find that while models demonstrate ability to recognize images, achieving up $53.8\%$...
Virtual reality (VR) technology is increasingly employed in medical settings to provide innovative solutions for complex surgeries. In this study, we introduced and compared OpVerse, a multifunctional new VR platform developed surgical simulations, with established software Synapse 3D assess its efficacy facilitating thoracic Patient-specific digital twin models were created based on computed tomography scans of 9 patients large neoplasms 4 requiring tracheobronchial reconstruction. Twelve...
This paper studies the phenomenon that different concepts are learned in layers of large language models, i.e. more difficult fully acquired with deeper layers. We define difficulty by level abstraction, and here it is crudely categorized factual, emotional, inferential. Each category contains a spectrum tasks, arranged from simple to complex. For example, within factual dimension, tasks range lie detection categorizing mathematical problems. employ probing technique extract representations...
Ganpu tea is a novel type of beverage with unique and pleasant flavor that encases Pu-erh leaves within an intact mandarin peel. However, to date, no holistic detail studies on its chemical composition biological activities have been reported yet. In the present study, by applying UPLC-Q-TOF UPLC-MS technology, we systematically identified analyzed 104 water-soluble compounds their variation trend during sun-drying processing. The results showed generation pigments gallic acid coincided...
In this paper, the genetic algorithm is used to optimize membership functions of a fuzzy logic controller for smart structure systems. With performance requirement vibration control, new encoding method and fitness function with variable factors are put forward algorithm. A constraint problem, which will face, discussed solved. The effectiveness demonstrated cantilever beam attached piezoelectric materials.
This paper identifies a cultural dominance issue within large language models (LLMs) due to the predominant use of English data in model training (e.g., ChatGPT). LLMs often provide inappropriate English-culture-related answers that are not relevant expected culture when users ask non-English languages. To systematically evaluate issue, we build benchmark concrete holidays and songs) abstract values opinions) objects. Empirical results show representative GPT suffer from problem, where GPT-4...
Physical knowledge is the foundation of most engineering fields in particular such as product design, analysis, and operation maintenance. However, due to complexity physical concepts, laws, calculations, students can be easily overwhelmed by conceptual ideas process learning physics. This paper proposes a new way for helping grasp logical relation between physics points based on neural networks graph technology. Specifically, we use Python scripts collect articles about Internet raw data....
The exponential growth of social media platforms has brought about a revolution in communication and content dissemination human society. Nevertheless, these are being increasingly misused to spread toxic content, including hate speech, malicious advertising, pornography, leading severe negative consequences such as harm teenagers' mental health. Despite tremendous efforts developing deploying textual image moderation methods, users can evade by embedding texts into images, screenshots the...
The exponential growth of social media platforms has brought about a revolution in communication and content dissemination human society. Nevertheless, these are being increasingly misused to spread toxic content, including hate speech, malicious advertising, pornography, leading severe negative consequences such as harm teenagers' mental health. Despite tremendous efforts developing deploying textual image moderation methods, users can evade by embedding texts into images, screenshots the...
Public Key Infrastructure (PKI) is a system that provides secure method of exchanging digital information by authenticating the identity parties involved and ensuring confidentiality, integrity, non-repudiation data being exchanged. However, in recent years, attacks on CAs PKI have been rampant, such as CA intrusion issuance fraudulent certificates, causing concerns during communication. As an emerging solution, distributed ledger technology traceability immutability, solving issue original...