add article

app.py

@@ -139,12 +139,10 @@ iface = gr.Interface(
     # gr.outputs.Textbox(label="Code Generated PL")) 
     gr.outputs.Textbox(label="Docstring Generated (NL)"),
     title='Generate a documentation string for Python code',
-    description='The application takes as input the python code for a function, or a class, and generates a documentation string, or code comment, for it using codeT5 fine tuned for code2text generation. Code to text generation, or code summarization, is a CodeXGLUE generation, or sequence to sequence, downstream task. CodeXGLUE stands for General Language Understanding Evaluation benchmark *for code*, which includes several datasets for diversified code intelligence downstream tasks.',
-    article=r"""CodeXGLLUE task definition (and dataset): 
-
-Code summarization (CodeSearchNet). 
+    description='The application takes as input the python code for a function, or a class, and generates a documentation string, or code comment, for it using codeT5 fine tuned for code2text generation. Code to text generation, or code summarization, is a CodeXGLUE generation, or sequence to sequence, downstream task. CodeXGLUE stands for General Language Understanding Evaluation benchmark *for code*, which includes diversified code intelligence downstream inference tasks and datasets.',
+    article=r"""CodeXGLLUE task definition (and dataset): *Code summarization (CodeSearchNet)*: 
     
-A model is given the task to generate natural language comments for a code.
+_A model is given the task to generate natural language comments for a programming language code input._
     
 For further details, see the [CodeXGLUE](https://github.com/microsoft/CodeXGLUE) benchmark dataset and open challenge for code intelligence. 
 """,