Information retrieval technology is one of the main technologies that enabled the modern Internet to exist.
These days, search technology is at the heart of a variety of applications, ranging from web page search to product recommendations.
For many years, this technology didn't see much change, until neural networks came into play.
What is neural search?
Neural search, also known as neural information retrieval (IR), is an approach to search and information retrieval that leverages deep ne
If you have ever tried searching for information on Google or any other search engine, you know how important it is to find relevant results. ReInfoSelect is a method that helps improve the accuracy of these search results by using reinforcement weak supervision selection for information retrieval.
What is ReInfoSelect?
ReInfoSelect is a machine learning method that learns to choose the best anchor-document pairs for weak supervision of the neural ranker. It does so by using ranking performan
What is TILDEv2?
Have you ever searched something on Google and not found what you were looking for? TILDEv2 is a new method that improves the way search results are ranked, making it easier for people to find the information they need. TILDEv2 is a re-ranking method that improves on TILDE, which had limitations. It uses a technique called contextualized exact term matching with expanded passages to improve search results.
How does TILDEv2 Work?
TILDEv2 is based on an algorithm called BERT.
