DavidHarar/Siamese-Networks-for-name-nickname-similarity
Using siamese networks to learn a similarity metric between names and nicknames.
This project helps you accurately link common names with their nicknames. You provide lists of names and potential nicknames, and it tells you which ones are likely matches. This is ideal for anyone working with customer data, identity verification, or social network analysis who needs to standardize or connect different forms of personal names.
No commits in the last 6 months.
Use this if you need to reliably identify when a nickname belongs to a specific name, even with variations in spelling.
Not ideal if you're looking for general text similarity beyond names and nicknames, or if you don't have example pairs of names and nicknames to train the system.
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Last pushed
Dec 13, 2022
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