Audrey WangCrucial Tips To Secure A Successful Data Annotation in ResearchEvery researcher would recognize the importance of data annotation, which affects not only the quality of data but also budget…3 min read·Feb 13, 2024----
Audrey WangContinual Entity Alignment for Growing Knowledge GraphsEntity Alignment is a crucial technique for knowledge fusion when we want to integrate information from multiple sources. It aims to…8 min read·Jul 23, 2022----
Audrey WangIncorporating Continual Learning methods into Continual Knowledge Graph EmbeddingIn recent years, inductive learning is definitely one of the on-trend research topics in knowledge graph embedding. The central concern of…6 min read·Jun 8, 2022----
Audrey WangI finished a 6-hour long TOEFL test (home edition), and here are my sincere tips and adviceHonestly, 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 read·May 30, 2022--1--1
Audrey WangWhat is lifelong machine learning and its differences with other learning paradigmsLifelong learning4 min read·Oct 25, 2021----
Audrey WangInsight into PyTorch.nn: Parameter vs. Linear vs. EmbeddingIn a recent PyTorch practice, I used the torch.nn.Parameter() class to create a module parameter but found the parameter was initialized…3 min read·May 9, 2021--2--2
Audrey WangDifference Between Temporal KG and Dynamic KGTemporal Knowledge Graph3 min read·Nov 20, 2020----