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[Project] Guidance on Key Information Extraction for financial statements
Jan. 6, 2022, 7:38 p.m. | /u/CableConfident9280
Machine Learning www.reddit.com
Hello all,
I'm currently working on a project where I'm trying to perform key information extraction (KIE) and classification on rental property operating statements. My plan is to pre-train a model on a similar dataset (e.g. [IBM FinTabNet](https://developer.ibm.com/exchanges/data/all/fintabnet/), etc.) and then fine-tune on a custom dataset I'm creating. My task is to:
- Identify the key:value pairs associated with each line item for each period in the statement. So for example, for the first line item, we'd have a …
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