Update README.md

README.md

@@ -23,6 +23,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -51,6 +53,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -79,6 +83,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -107,6 +113,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -135,6 +143,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -163,6 +173,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -191,6 +203,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -219,6 +233,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -247,6 +263,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -275,6 +293,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -303,6 +323,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -331,6 +353,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -359,6 +383,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -387,6 +413,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -415,6 +443,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -443,6 +473,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -471,6 +503,8 @@ dataset_info:
     dtype: string
   - name: technical_text
     dtype: string
+  - name: full_text
+    dtype: string
   - name: journal
     dtype: string
   - name: topics
@@ -491,7 +525,6 @@ config_names:
 - all
 - NC
 - A
-- NIHR
 - PLGEN
 - PLPAT
 - PLCB
@@ -543,10 +576,11 @@ config_names:
 
 ### Dataset Summary
 
-SCILAY comprises 46,486 instances, each representing a scientific article in the biomedical domain. 
+SCILAY comprises 43,790 instances, each representing a scientific article in the biomedical domain. 
 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.
@@ -555,7 +589,6 @@ The main objective of the SCILAY dataset is to support the development and evalu
 Each article is published by a scientific journal. There are fifteen such journal classifications:
   - NC: Nature Communications
   - A: Animals : an Open Access Journal from MDPI
-  - NIHR: NIHR Journals Library
   - PLGEN: PLoS Genetics
   - PLPAT: PLoS Pathogens
   - PLCB: PLoS Computational Biology
@@ -612,6 +645,7 @@ Each instance contains a set of `doi`, `pmcid`, `plain_text`, `technical_text`,
 - `pmcid`: A unique identifier in the [PubMed Central library](https://www.ncbi.nlm.nih.gov/pmc/) database. Not all istances have it.
 - `plain_text`: The summary of the article in plain english.
 - `technical_text`: The abstract of the article.
+- `full_text`: The complete article.
 - `journal`: The journal which published the article.
 - `topics`: An object containing the types in which the article is classified (i.e. Research Article, Review, ecc.). Not all istances have it.
 - `keywords`: An object containing the keywords of the article. Not all istances have it.