Gergely Dániel Németh

Gergely Dániel Németh

PhD student at the ELLIS Unit Alicante. Working on AI Fairness in Federated Learning.

Visualisation of embedding relations (word2vec, BERT)

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In this story, we will visualise the word embedding vectors to understand the relations between words described by the embeddings. This story focuses on word2vec [1] and BERT [2]. To understand the embeddings, I suggest reading a different introduction as this story does not aim to describe them. See full article here

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BERT Visualization in Embedding Projector

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This story shows how to visualize pre-trained BERT embeddings in Tensorflow’s Tensorboard Embedding Projector. The story uses around 50 unique sentences and their BERT embeddings generated with TensorFlow Hub BERT models. See full article here