Update README.md

README.md

@@ -596,12 +596,14 @@ Each instance in the dataset includes the following components:
   - plain_text: Containing a plain language summary of the scientific article. This section is written in a simple and accessible language, and is intended to be understandable by a wide audience.
   - technical_text: This section contains the abstract of the scientific article. It provides a detailed and technical description of the research conducted in the article.
   - full_text: This section contains the complete article of the scientific research.
+
 In addition to the textual content, each instance is associated with the following metadata:
     - Keywords: Keywords that capture the main topics and themes addressed in the article.
     - Journal: The journal in which the article is published, providing context about the source of the research.
     - DOI (Digital Object Identifier): A unique identifier for the article, facilitating easy referencing.
-The main objective of the SCILAY dataset is to support the development and evaluation of text summarization models that can effectively simplify complex scientific language while retaining the essential information. 
-Each article is published by a scientific journal. There are fifteen such journal classifications:
+
+The main objective of the SciLay dataset is to support the development and evaluation of text summarization models that can effectively simplify complex scientific language while retaining the essential information. 
+Each article is published by a scientific journal. There are 15 journal sources:
   - NC: Nature Communications
   - A: Animals : an Open Access Journal from MDPI
   - PLGEN: PLoS Genetics