Daniel TunkelangDocuments, Queries, and CategoriesDocuments, queries, and categories are all key ingredients for building successful search applications. This post aims to tie them together.Nov 25
Dmitry KanQuery And Content Understanding with Machine Learning — live knowledge sharing with Daniel…How often, when we think about Machine Learning in the context of search engines, we mean ML based relevancy? Optimizing for user clicks…May 26, 2022
Daniel TunkelangWhere Do Categories Come From?Categories offering coverage, coherence, and distinctiveness are fundamental for search applications. But how do we obtain those…Nov 20Nov 20
Daniel TunkelangCategories are Fundamental for SearchWhy are categories so important for a search application? Coherent and distinctive categories are key for relevance, recall, and ranking.Nov 182Nov 182
Daniel TunkelangIs Search Trying Too Hard?Search can only use the signal present in content and queries. Given the available signal, is search trying too hard?Jul 17Jul 17
Daniel TunkelangDocuments, Queries, and CategoriesDocuments, queries, and categories are all key ingredients for building successful search applications. This post aims to tie them together.Nov 25
Dmitry KanQuery And Content Understanding with Machine Learning — live knowledge sharing with Daniel…How often, when we think about Machine Learning in the context of search engines, we mean ML based relevancy? Optimizing for user clicks…May 26, 2022
Daniel TunkelangWhere Do Categories Come From?Categories offering coverage, coherence, and distinctiveness are fundamental for search applications. But how do we obtain those…Nov 20
Daniel TunkelangCategories are Fundamental for SearchWhy are categories so important for a search application? Coherent and distinctive categories are key for relevance, recall, and ranking.Nov 182
Daniel TunkelangIs Search Trying Too Hard?Search can only use the signal present in content and queries. Given the available signal, is search trying too hard?Jul 17
Daniel TunkelangIs Similarity Objective?Many search problems involve content and query similarity. Is similarity objective? In theory, no. In practice, it’s often close enough.Jun 24
Daniel TunkelangBags of Queries as Sparse Document RepresentationsThe bag-of-queries model provides a sparse document representation that can be useful as either a positive or negative relevance signal.May 28
Daniel TunkelangAn Update on Search ClassesIt is with a heavy heart that I announce that Grant Ingersoll and I are hitting pause on our Uplimit search classes.Mar 121
