Probabilistic Memory Retrieval

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I got this idea after reading the blogpost about RETRO model which was written by Jay Alammar. The main idea is to combine the BERT model and the database into one probabilistic model. This probabilistic model approximates ("assumption") the database and helps to find the neighbouring latent vectors for the inputs. For the past few weeks, in my free time, I was trying to solve this problem. This article is just showing a proof of concept of my idea. In my opinion the idea require more refinement but due to lack of resources I might not able to proceed further.


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