Update README.md

README.md

@@ -176,15 +176,31 @@ configs:
     path: data/acl_ocl_validation-*
   - split: test
     path: data/acl_ocl_test-*
-- config_name: default
+- config_name: openreview-iclr
   data_files:
-  - split: iclr_training
+  - split: train
     path: data/iclr_training-*
-  - split: iclr_validation
+  - split: validation
     path: data/iclr_validation-*
-  - split: iclr_test
+  - split: test
     path: data/iclr_test-*
-- config_name: openreview_public
+- config_name: openreview-neurips
+  data_files:
+  - split: train
+    path: data/neurips_training-*
+  - split: validation
+    path: data/neurips_validation-*
+  - split: test
+    path: data/neurips_test-*
+- config_name: openreview-full
+  data_files:
+  - split: train
+    path: data/openreview_full_training-*
+  - split: validation
+    path: data/openreview_full_validation-*
+  - split: test
+    path: data/openreview_full_test-*
+- config_name: openreview-public
   data_files:
   - split: train
     path: data/openreview_public_train-*
@@ -204,19 +220,21 @@ Extended with updated citation counts, references and annotated research hypothe
 
 ## OpenReview 
 A dataset for review score and citation count prediction, obtained by parsing OpenReview.
-Due to licensing the dataset comes in 3 formats:
+Due to licensing the dataset comes in different formats:
 
-1. openreview-public: Contains full information on all OpenReview submissions that are accompanied by a license. 
-2. openreview-full-light: The full dataset excluding the parsed pdfs of the submitted papers.
-3. openreview-full: A script to obtain the full dataset with submissions.
+### Datasets without parsed pdfs of submissions (i.e. the fields introduction, background, methodology, experiments_results, conclusion, full_text are available)
+openreview-public: Contains full information on all OpenReview submissions that are accompanied with a CC BY 4.0 license.
 
+### Datasets without parsed pdfs of submissions (i.e. the fields introduction, background, methodology, experiments_results, conclusion, full_text are None)
+openreview-full: Contains all OpenReview submissions, splits generated based on publications dates.  
+openreview-iclr: All ICLR submissions from the years 2018-2023 (training) into 2024 (validation and training).
+openreview-neurips: All NeurIPS submissions from the years 2021-2023 (training) into 2024 (validation and training).
 
 
 ## Citation
 
 If you use the dataset in your work, please cite:
-
-
+CC BY 4.0
 
 The data model for the papers: