Daily Archives: September 20, 2023

4 posts

Models for Search Ranking

Simple Approaches to Search Ranking In the world of search, ranking models are crucial. They determine the order in which results are displayed, impacting user experience and engagement. But does ranking always have to be complex? The answer might surprise you. 1. Understanding Ranking ModelsRanking models are algorithms used by […]

Various Search Relevance Algorithms.

Various search relevance algorithms have been developed over the years to improve the quality of search results. Some of these methods are foundational, while others are cutting-edge and have arisen from advancements in machine learning and natural language processing. Here’s a list of some popular search relevance algorithms and methods: […]

What is BM25f

BM25f is an extension of the BM25 scoring function, which is a part of the family of ranking functions used in information retrieval. BM25 itself is a modern alternative to the classic TF-IDF scheme, designed to rank documents based on their relevance to a given query. Here’s a breakdown of […]

What is TF-IDF

TF-IDF stands for Term Frequency-Inverse Document Frequency. It’s a numerical statistic used to indicate the importance of a word in a document relative to a collection of documents, often called a corpus. TF-IDF is commonly used in the field of information retrieval and text mining. Here’s a breakdown: Why is […]