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Information Extraction with DONUT | by Khadke Chetan | Medium
We live in world of big data. The plethora of data gets generated from person’s day-to-day activity i.e. banking, social media, insurance, etc. Most of the time this data gets stored in an unstructured way. To perform data analysis on such data is quite a challenging task. We are going to discuss a state-of-the-art technique to solve such challenging problems.Extracting data from unstructured documents is always a challenge. Previously we used to have rule-based approaches to tackle such problems. However, due to the nature of the rule-based mechanism, external knowledge source, and manpower is required. To solve such issues, NLP is always a go-to solution for everyone.Deep learning has revolutionized the NLP field and to add to it hugging face has always delivered state-of-the-art solutio...
