Update README.md

README.md

@@ -1,5 +1,4 @@
 ---
-license: cc-by-4.0
 dataset_info:
   features:
     - name: image
@@ -17,8 +16,7 @@ configs:
     data_files:
       - split: train
         path: data/train-*
-task_categories:
-- image-to-text
+license: apache-2.0
 language:
 - es
 tags:
@@ -26,10 +24,9 @@ tags:
 pretty_name: SpanishOCR
 size_categories:
 - 10K<n<100K
+task_categories:
+- image-to-text
 ---
----
-license: cc-by-4.0
-
 
 ----------------------------------------------------------------
 # Dataset Card for SpanishOCR Dataset
@@ -62,8 +59,8 @@ Each instance in the SpanishOCR dataset comprises 2 fields:
 
 ### Curation Rationale
 The SpanishOCR dataset was curated to support research and development on information extraction techniques and layout retain ability for unstructured documents in Spanish. By providing real-world regulatory documents in unstructured format with ground truth, the dataset seeks to address challenges in extracting informat as well as layouts and convert into machine-readable format.
-### Source Data
 
+### Source Data
 #### Initial Data Collection and Normalization
 - The source data are regulatory documents for Securities Market from Peru government publically available.
 - The pdf files of those documents are downloaded and split via API, split into page per file, and convert into images. 
@@ -103,12 +100,15 @@ This dataset enables AI models to extract structured information from scanned fi
 ### Dataset Curators
 - Yueru He
 - Ruoyu Xiang
+- 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