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can we extract data like account number, cheque number from a input raw text file using machine learning techniques like crf or ner?

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say i have a string "hi this a cheque with acct no. 1234567" and a cheque no. 0198 " i want to extract 'account no: 1234567' and 'cheque no. 0198'. Using NER or crf techniques we can extract only entities , how do I go on with this problem ? can anyone suggest any algorithms or approach ?

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