Update README.md

README.md

@@ -46,7 +46,7 @@ configs:
 
 ### Dataset Summary
 
-[DEplain-APA](https://zenodo.com) [(Stodden et al., 2022)]() is a dataset for the training and evaluation of sentence and document simplification in German. All texts of this dataset are provided by the Austrian Press Agency. The simple-complex sentence pairs are manually aligned.
+[DEplain-APA](https://zenodo.com) [(Stodden et al., 2023)]() is a dataset for the training and evaluation of sentence and document simplification in German. All texts of this dataset are provided by the Austrian Press Agency. The simple-complex sentence pairs are manually aligned.
 
 ### Supported Tasks and Leaderboards
 
@@ -88,7 +88,6 @@ The statistics are given below.
 | Document Pairs            |    |   |   |
 | Sentence Pairs  |   |  |  |
 
-The test and validation sets are the same as those of TurkCorpus. The split was random.
 
 Here, more information on simplification operations will follow soon.
 
@@ -120,20 +119,21 @@ The instructions given to the annotators are available [here](https://github.com
 #### Who are the annotators?
 
 The annotators are two German native speakers, who are trained in linguistics. Both were at least compensated with the minimum wage of their country of residence.
+They are not part of any target group of text simplification.
 
 ### Personal and Sensitive Information
 
-[More Information Needed]
+No sensitive data.
 
 ## Considerations for Using the Data
 
 ### Social Impact of Dataset
 
-[More Information Needed]
+Many people do not understand texts due to their complexity. With automatic text simplification methods, the texts can be simplified for them. Our new training data can benefit in training a TS model.
 
 ### Discussion of Biases
 
-[More Information Needed]
+No bias is known.
 
 ### Other Known Limitations
 
@@ -143,7 +143,7 @@ The dataset is provided for research purposes only. Please check the dataset lic
 
 ### Dataset Curators
 
-ASSET was developed by researchers at the Heinrich-Heine-University Düsseldorf, Germany. This research is part of the PhD-program ``Online Participation'', supported by the North Rhine-Westphalian (German) funding scheme ``Forschungskolleg''.
+Researchers at the Heinrich-Heine-University Düsseldorf, Germany, developed DEplain-APA. This research is part of the PhD-program `Online Participation` supported by the North Rhine-Westphalian (German) funding scheme `Forschungskolleg`.
 
 ### Licensing Information