A line-by-line coding tutorial of generating linguistic variants of source natural language data

Even though natural language text is abundantly available on the internet nowadays, we often still face the shortage of data for domain specific tasks. For example, say we want to build a natural language interface that takes in the user’s natural language input and outputs a domain specific translation such…

Learn the ideas behind those models and their implementations in Tensorflow

In the previous blog post, we have examined Graph Convolutional Networks (GCN) in detail. It allows us to leverage not only the node features but also the node connections to train a machine learning model, which significantly outperforms the model trained purely on the node features.

In this blog post…

Eileen Pangu

Eng @ FANG. Enthusiastic tech generalist. Enjoy distilling wisdom from experiences. Believe in that learning is a lifelong journey.

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