The conversation between human and AI assistant.
How do I implement Locality-Sensitive Hashing with respect to Levenshtein distance?
Yes, I know that. But how exactly do I use it with Levenshtein distance?
Well, for Levenshtein distance, you can use a technique called shingling which works by breaking the words or phrases into a sequence of overlapping k-grams. Then you can use LSH to hash these shingles into buckets so that similar shingles will end up in the same bucket with high probability.