Tagged "machine learning"

Semantic Similarity Using Sentence Transformers

Mar 25, 2023   |   15 min read   |   technical

Sentence transformers help us identify similar sentences based on their content, topic, and implicit meaning. In this post we compare BERT and all-mpnet-base-v2, a sentence transformer that is much better suited for producing sentence embeddings that can be compared using cosine similarity.

Neural Network Solution Bundles

Jun 17, 2020   |   7 min read   |   technical

Learning families of solutions to differential equations using deep neural networks for efficient parallel evaluation.