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Licheng Zeng
May 31, 20237 min read
Five Things AI Can Help Secure Personal Information in Your Data
Major data breaches are on the rise. This blog outlines five key functions that AI can help in discovering privacy information in data.
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rishabh choudhary
Oct 2, 20210 min read
A Simple Approach to Image Classification
This presents a simple and practical approach to image classification.
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Ben Akres
Oct 2, 20210 min read
Graph Neural Networks: Part III (A Simple Example)
This blog illustrates an example of how a graph neural network can be trained to classify a graph; that is, assigning labels to graphs.
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Tuo Zeng
Aug 6, 20210 min read
Finetuning BERT for Sequence Classification
Sequence classification provides a fundamental technology for implementing many NLP applications in business. This blog explains how ...
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Licheng Zeng
Aug 6, 20210 min read
What can Text Classification do for Your Business?
Classification seeks to assign certain labels to data. It is an incredibly useful technology for automating text processing ... ...
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Tuo Zeng
Jun 30, 20210 min read
Finetuning BERT: a Simple Introduction
Given the amazing performance of BERT, can we leverage it to achieve similar outstanding results on our own NLP tasks and datasets? ... ...
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Ben Akres
Jun 25, 20210 min read
Graph Neural Networks: Part I (A Gentle Introduction)
Graph neural networks (GNNs) are another type of neural network architectures suited to learning from data structured as graphs ...
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Tuo Zeng
Jun 13, 20210 min read
A Deep Dive into the BERT Architecture: Part II
In this sequel of "Deep Dive into BERT Architecture", Tuo delved into the computation of hidden layers of the BERT transformer model ...
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rishabh choudhary
Jun 13, 20210 min read
The Simplest Approach to Detecting Image Differences
We use `diff` to detect text difference, `xmlunit` to detect xml document differences. But what about detecting differences in images? ...
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