Re:Show HN: NLP and NER-powered beautiful bank transaction feed
by omegalulw on Thursday October 28, 2021 @09:40AM
(#29025991)
What models are you using? Your problem seems simpler than general NER (just identifying a subset of entities). I would wager a good ol' LSTM or GRU can do it just fine.
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Re:Show HN: NLP and NER-powered beautiful bank transaction feed
by ahmedahres on Thursday October 28, 2021 @09:45AM
(#29026059)
Hey! I'm the lead ML engineer behind the solution.
We have trained our custom NER to detect merchants using millions of transactions as training data rather than a general NER.
We have tested with a few general NER models but they weren't detecting merchants properly. We haven't tested with LSTM/GRU yet but that's a good suggestion!
Re:Show HN: NLP and NER-powered beautiful bank transaction feed
by i_have_an_idea on Thursday October 28, 2021 @11:24AM
(#29027188)
He was asking what algorithm you're using. Are you using a MaxEnt classifier, CRF, something else?