Audrey Wang – Medium

Audrey Wang

Crucial Tips To Secure A Successful Data Annotation in Research

Every researcher would recognize the importance of data annotation, which affects not only the quality of data but also budget…

3 min readFeb 13, 2024

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Crucial Tips To Secure A Successful Data Annotation in Research

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Audrey Wang

Continual Entity Alignment for Growing Knowledge Graphs

Entity Alignment is a crucial technique for knowledge fusion when we want to integrate information from multiple sources. It aims to…

8 min readJul 23, 2022

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Continual Entity Alignment for Growing Knowledge Graphs

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Audrey Wang

Incorporating Continual Learning methods into Continual Knowledge Graph Embedding

In recent years, inductive learning is definitely one of the on-trend research topics in knowledge graph embedding. The central concern of…

6 min readJun 8, 2022

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Incorporating Continual Learning methods into Continual Knowledge Graph Embedding

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Audrey Wang

I finished a 6-hour long TOEFL test (home edition), and here are my sincere tips and advice

Honestly, I have never thought that my TOEFL test would last more than 6 hours. But this happened yesterday in my exam, due to frequent…

5 min readMay 30, 2022

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Audrey Wang

What is lifelong machine learning and its differences with other learning paradigms

Lifelong learning

4 min readOct 25, 2021

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What is lifelong machine learning and its differences with other learning paradigms

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Audrey Wang

Insight into PyTorch.nn: Parameter vs. Linear vs. Embedding

In a recent PyTorch practice, I used the torch.nn.Parameter() class to create a module parameter but found the parameter was initialized…

3 min readMay 9, 2021

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Insight into PyTorch.nn: Parameter vs. Linear vs. Embedding

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Audrey Wang

Difference Between Temporal KG and Dynamic KG

Temporal Knowledge Graph

3 min readNov 20, 2020

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Difference Between Temporal KG and Dynamic KG

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Audrey Wang

Audrey Wang

Study knowledge graphs | Student. Love to share! ✍️🗣🦻🏼 Seek international research opportunities! (feel free to send me DM). [twitter]: @rainxine

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