Update README.md

README.md

@@ -157,7 +157,11 @@ dataset_info:
   dataset_size: 1276040
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-The RealKIE-FCC-Verified test set includes single and multi-page invoices sourced from the Federal Communications Commission (FCC) to evaluate key information extraction (KIE) performance. It contains 75 documents, with: a) a common JSON schema and b) corresponding expected JSON responses. This release resolves two issues present in the original evaluation set (https://arxiv.org/abs/2403.20101):
+The RealKIE-FCC-Verified test set includes single and multi-page invoices sourced from the Federal Communications Commission (FCC) to evaluate key information extraction (KIE) performance. 
+
+The task is to extract information from the document in JSON format given the corresponding JSON schema. It contains 75 documents, with: a) a common JSON schema and b) corresponding expected JSON responses. 
+
+This release resolves two issues present in the original evaluation set (https://arxiv.org/abs/2403.20101):
 
 a) Line Item Grouping: Fields previously treated as independent entries are now grouped within each individual line item, aligning the annotations with real-world invoice structure.