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Utilizing AI/ML to Enhance Public Engagement with Large-scale and Multi-modal GLAM Collections
GLAM institutions serve as vital cultural and educational repositories, safeguarding humanity’s artistic, historical, and intellectual...
Haihua Chen
Jul 192 min read
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Automatic Review Generation and Quality Improvement for Scientific Papers using Large Language Models
The explosive growth of scientific publications, particularly in fields like artificial intelligence and machine learning, has placed...
Haihua Chen
Jul 172 min read
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Quality-aware Multi-source Data Fusion and Enhancement for Medical Concept Normalization using Large Language Models
Medical concept normalization (MCN), also commonly termed medical entity normalization (MEN), or biomedical named entity normalization...
Haihua Chen
Jul 172 min read
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Multi-modal, Multi-source Data Quality Models, Enhancement Mechanisms, and Quality-Aware Data Transformation for The Next-Generation Connected and Autonomous Vehicles (CAVs)
Figure 1. Multi-source and multi-modal data in CAV Multi-modal, multi-source data in connected and autonomous vehicles (CAVs) refers to...
Haihua Chen
Jul 171 min read
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Evaluating and Improving Text Summarization using Large Language Models
Figure 1. A framework for LLM reflective summarization through self-evaluation Text summarization is the process of producing a concise...
Zhou Yuhan
Oct 5, 20241 min read
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Building a High-quality and Data-driven Legal Intelligent System
In the last decades, traditional information sources have largely been replaced by their digital counterparts, legal information users...
Zhou Yuhan
Oct 5, 20242 min read
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Data Quality Evaluation and Improvement for Machine Learning
Figure 1. Quality requirements mapping to applications Machine learning (ML) has drawn great attention from academics as well as...
Zhou Yuhan
Oct 5, 20242 min read
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Innovation Detection and Analysis for Interdisciplinary Research
The increasingly mature artificial intelligence technologies, such as big data, deep learning, and natural language processing, provide...
Zhou Yuhan
Sep 27, 20242 min read
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