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An Efficient and Robust Semantic Hashing Framework For Similar Text Search by ustckevinf is a document available to read on EtoBox.
This document presents a novel framework for similar text search called MASH (Memory-bAsed Semantic Hashing), which aims to improve the efficiency and effectiveness of hash codes used in information retrieval systems. It addresses challenges such as the few-bits hashing problem, code balance, and robustness against text noise by utilizing an encoder-decoder architecture and external memory for hash code optimization. Additionally, an enhanced version called SMASH (denoiSing Memory-bAsed Semantic Hashing) is
- Author
- ustckevinf
- Language
- EN