Update README.md

README.md

@@ -1,3 +1,50 @@
+---
+arxiv: 2103.06333
+license: mit
+language:
+- code
+---
 
+This is an *unofficial* reupload of [uclanlp/plbart-c-cpp-defect-detection](https://huggingface.co/uclanlp/plbart-c-cpp-defect-detection) in the `SafeTensors` format using `transformers` `4.40.1`. The goal of this reupload is to prevent older models that are still relevant baselines from becoming stale as a result of changes in HuggingFace. Additionally, I may include minor corrections, such as model max length configuration.
 
-This is an *unofficial* reupload of [uclanlp/plbart-c-cpp-defect-detection](https://huggingface.co/uclanlp/plbart-c-cpp-defect-detection) in the `SafeTensors` format using `transformers` `4.40.1`. The goal of this reupload is to prevent older models that are still relevant baselines from becoming stale as a result of changes in HuggingFace. Additionally, I may include minor corrections, such as model max length configuration.
+Please see the [original repo](https://github.com/wasiahmad/PLBART) for more information.
+
+Original model card below:
+
+---
+
+## PLBART is a Transformer model
+
+- PLBART is a sequence-to-sequence model pre-trained on a large collection Java and Python functions and natural
+  language descriptions collected from Github and StackOverflow, respectively.
+- PLBART is pre-trained via denoising autoencoding (DAE) and uses three noising strategies: token masking, token
+  deletion, and token infilling (shown below in the three examples).
+
+<div align="center">
+
+<table>
+    <thead>
+        <tr>
+            <th>Noisy Input</th>
+            <th>Original Sequence</th>
+        </tr>
+    </thead>
+    <tbody>
+        <tr>
+            <td>Is 0 the <strong>[MASK]</strong> Fibonacci <strong>[MASK]</strong> ? <em>&lt;En&gt;</em></td>
+            <td><em>&lt;En&gt;</em> Is 0 the <strong>first</strong> Fibonacci <strong>number</strong> ?</td>
+        </tr>
+        <tr>
+            <td>public static main ( String args [ ] ) { date = Date ( ) ; 
+            System . out . ( String . format ( " Current Date : % tc " , ) ) ; } <em>&lt;java&gt;</em></td>
+            <td><em>&lt;java&gt;</em> public static <strong>void</strong> main ( String args [ ] ) { <strong>Date</strong> date = new Date ( ) ; 
+            System . out . <strong>printf</strong> ( String . format ( " Current Date : % tc " , <strong>date</strong> ) ) ; }</td>
+        </tr>
+        <tr>
+            <td>def addThreeNumbers ( x , y , z ) : NEW_LINE INDENT return <strong>[MASK]</strong> <em>&lt;python&gt;</em></td>
+            <td><em>&lt;python&gt;</em> def addThreeNumbers ( x , y , z ) : NEW_LINE INDENT return <strong>x + y + z</strong></td>
+        </tr>
+    </tbody>
+</table>
+
+</div>