sandbox April 2021
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Articles
Building Smarter Search Products: 3 Steps for Evaluating Search Algorithms
Clothes in Space: Real-time personalization in less than 100 lines of code
(Definitely Not) Lost in Translation: ‘Translating’ Products for Multi-Brand Personalization
The influence of TF-IDF algorithms in eCommerce search
E-commerce search and recommendation with Vespa.ai
Collaborative Filtering Recommendation with Co-Occurrence Algorithm
Co-occurrence Matrix
Intro to Cooccurrence Recommenders with Spark
How We Built A Context-Specific Bidding System for Etsy Ads
VINTED SEARCH SCALING CHAPTER 3: ELASTICSEARCH INDEX MANAGEMENT
A Guide to Better Ecommerce Site Search
Using approximate nearest neighbor search to find similar products
What Is a Judgment List?
Speeding up BERT Search in Elasticsearch
The Search Before the Search: Keyword Foraging
Video
Measuring and Optimizing Findability in e-commerce Search (MICES 2019)
Bias on Search and Recommender Systems
Papers
A Transformer-based Embedding Model for Personalized Product Search
How to Grow a (Product) Tree Personalized Category Suggestions for eCommerce Type-Ahead
Don’t Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic Parsing