Research/Blog
BERT – The Algorithm Behind Better Search Engines
- July 21, 2021
- Posted by: vsinghal
- Category: Natural Language Processing papers
Author : Indrajit Singh
Submitted on : 5 Dec 2020
Abstract – Search has never been so easy and there has been always a gap between what a user needs and what the search engine returns as an output. In today’s world we tend to search everything in google without thinking much about the results. A search can be narrow or a broad search. For example someone searches for a ”What kind of battery fits well with water heaters ?” is narrow search whereas a mom looking for ”Best available baby food in Goa” can be somehow broader as a search query. So the question is , can we Imagine a world of perfect search results !
Keywords – Google Search, BERT Search, Search Algorithms, Optimization, Artificial Intelligence, Machine Learning, TinyBERT, Semantic Based Search, Supervised learning, Neural networks, Learning latent representations, BERT