Search Smarter, Not Harder: Language Models in Dense Retrieval and Re-ranking

Tien Nguyen
5 min readOct 11, 2023

In today’s data-driven world, the ability to sift through massive amounts of text to find exactly what you’re looking for is nothing short of a superpower. This holds especially true in the financial sector, where analysts regularly sift through voluminous reports to make informed decisions. In this context, Language-Model-based Search Systems like Dense Retrieval and Re-ranking are emerging as game-changers. These methods harness the power of advanced language models to deliver more precise and contextually relevant search…

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Tien Nguyen

Senior Analyst with a strong passion for data and business strategy. "Learner/Sharer/Improver/Doer"