Update sci_lay.py

sci_lay.py

@@ -18,7 +18,7 @@ SCILAY comprises 43,790 instances, each representing a scientific article in the
 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
+    - 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.
@@ -41,21 +41,20 @@ _TOPICS = "topics"
 _KEYWORDS = "keywords"
 
 _JOURNALS = {
-    "NC": "Nature Communications",
-    "A": "Animals : an Open Access Journal from MDPI",
-    "PLGEN": "PLoS Genetics",
-    "PLPAT": "PLoS Pathogens",
-    "PLCB": "PLoS Computational Biology",
-    "PLNTD": "PLoS Neglected Tropical Diseases",
-    "B": "Biology",
-    "I": "Insects",
-    "EL": "eLife",
-    "PLB": "PLoS Biology",
-    "CB": "Communications Biology",
-    "SD": "Scientific Data",
-    "MBIO": "mBio",
-    "C": "Cancers",
-    "OTHER": "Others"
+    "NC": "nature communications",
+    "A": "animals : an open access journal from mdpi",
+    "PLGEN": "plos genetics",
+    "PLPAT": "plos pathogens",
+    "PLCB": "plos computational biology",
+    "PLNTD": "plos neglected tropical diseases",
+    "B": "biology",
+    "I": "insects",
+    "PLB": "plos biology",
+    "CB": "communications biology",
+    "SD": "scientific data",
+    "MBIO": "mbio",
+    "C": "cancers",
+    "OTHER": "others"
 }
 
 # Available versions:
@@ -70,7 +69,7 @@ class SciLayConfig(datasets.BuilderConfig):
         """BuilderConfig for SciLay.
         Args:
             journals (str or list, default 'all'): List of journal names. Either 'all' or a combination
-                of {'NC', 'A', 'NIHR', 'PLGEN', 'PLPAT', 'PLCB', 'PLNTD', 'B', 'I', 'EL', 'PLB', 'CB', 'SD', 'MBIO', 'C', 'OTHER'}.
+                of {'NC', 'A', 'PLGEN', 'PLPAT', 'PLCB', 'PLNTD', 'B', 'I', 'PLB', 'CB', 'SD', 'MBIO', 'C', 'OTHER'}.
             **kwargs: keyword arguments forwarded to super.
         """
         if isinstance(journals, str):
@@ -149,8 +148,7 @@ class SciLay(datasets.GeneratorBasedBuilder):
                 with open(path, "rb") as fin:
                     for row in fin:
                         json_obj = json.loads(row)
-                        unique_key = f"{json_obj[_DOI]}_{generate_random_string()}"
-                        yield unique_key, {
+                        yield json_obj[_DOI], {
                             _DOI: json_obj[_DOI],
                             _PMCID: json_obj[_PMCID],
                             _SUMMARY: json_obj[_SUMMARY],
@@ -160,8 +158,3 @@ class SciLay(datasets.GeneratorBasedBuilder):
                             _TOPICS: json_obj[_TOPICS],
                             _KEYWORDS: json_obj[_KEYWORDS]
                         }
-
-
-def generate_random_string(length=10):
-    letters = string.ascii_lowercase + string.ascii_uppercase
-    return ''.join(random.choice(letters) for _ in range(length))