Effective Lemmatizer to Avoid Dictionary Search

I want to convert a string, for example, "eat", "eat", "eat". I searched and found lemmatization as a solution, but all the lemmatizer tools I came across use a word list or a dictionary. Is there any lemmatizer that avoids dictionary searches and provides high performance, maybe a rule based lemmatizer. Yes, and I'm not looking for stem.

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You can try LRBL : rule- based lemmatizer

It uses the concept of recursive abbreviations.

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