SMITH (Siamese Multi-depth Transformer-based Hierarchical Encoder) | smith algorithm google

📌 SMITH Research Paper: https://storage.googleapis.com/pub-tools-public-publication-data/pdf/d62c501a09b7be9a6ae18d0969279750220a7230.pdf

📌 Google’s SMITH Algorithm Outperforms BERT

SMITH is a new model for trying to understand entire documents. Models such as BERT are trained to understand words within the context of sentences.

In a very simplified description, the SMITH model is trained to understand passages within the context of the entire document.

This kind of training helps the algorithm understand larger documents better than the BERT algorithm, according to the researchers.

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SMITH - Google Ka Naya Algorithm | Why Is It Important?

#SMITH​ #GoogleAlgorithm #SiameseMultidepthTransformerbasedHierarchicalEncoderforLong-FormDocumentMatching ... https://www.youtube.com/watch?v=hSgYCPcEQ2Y