Update README.md

README.md

@@ -17,11 +17,17 @@ configs:
   - split: train
     path: data/train-*
 license: apache-2.0
+language:
+- es
 tags:
-- croissant
+- finance
+pretty_name: EnglishOCR
+size_categories:
+- 10K<n<100K
+task_categories:
+- image-to-text
 ---
 
-
 ----------------------------------------------------------------
 # Dataset Card for EnglishOCR Dataset
 
@@ -53,8 +59,8 @@ Each instance in the English OCR dataset comprises 2 fields:
 
 ### Curation Rationale
 The EnglishOCR dataset was curated to support research and development on information extraction techniques and layout retain ability for unstructured documents in financial domain in English. By providing real-world company filings in unstructured format with ground truth, the dataset seeks to address challenges in extracting informat as well as layouts of complex documents, and convert into machine-readable format.
-### Source Data
 
+### Source Data
 #### Initial Data Collection and Normalization
 - The source data are company filings from SEC EDGAR system. 
 - Subset of company filings in 2025 are downloaded in html format, and converted into correspondig pdf versions.
@@ -95,12 +101,15 @@ This dataset enables AI models to extract structured information from scanned fi
 
 ### Dataset Curators
 - Yueru He
+- The FinAI Team
 
 ### Licensing Information
 
-- **License:** CC BY 4.0
+- **License:** Apache License 2.0
 
 ### Citation Information
 
-If you use this dataset in your research, please consider citing the following paper:
+If you use this dataset, please cite:
+
+```bibtex