Update README.md

README.md

@@ -133,4 +133,199 @@ dataset_info:
     num_examples: 5
   download_size: 6139
   dataset_size: 5577
+license: cc
+task_categories:
+- text-generation
+language:
+- en
+tags:
+- code
+pretty_name: inpro
+size_categories:
+- 10K<n<100K
 ---
+
+# Dataset Card for intro_prog
+
+## Dataset Description
+
+### Dataset Summary
+
+IntroProg is a collection of students' submissions to assignments in various introductory programming courses offered at different universities.
+Currently, the dataset contains submissions collected from Dublin City University, and the University of Singapore.
+
+#### Dublin
+
+The Dublin programming dataset is a dataset composed of students' submissions to introductory programming assignments at the University of Dublin. 
+Students submitted these programs for multiple programming courses over the duration of three academic years.
+
+#### Singapore 
+
+The Singapore dataset contains 2442 correct and 1783 buggy program attempts by 361 undergraduate students 
+crediting an introduction to Python programming course at NUS (National University of Singapore).
+
+
+### Supported Tasks and Leaderboards
+
+#### "Metadata": Program synthesis
+
+Similarly to the [Most Basic Python Programs](https://huggingface.co/datasets/mbpp) (mbpp), the data split can be used to evaluate
+code generations models.
+
+#### "Data"
+
+The data configuration contains all the submissions as well as an indicator of whether these passed the required test. 
+ 
+#### "repair": Program refinement/repair
+
+The "repair" configuration of each dataset is a subset of the "data" configuration
+augmented with educators' annotations on the corrections to the buggy programs. 
+This configuration can be used for the task of program refinement. In [Computing Education Research](https://faculty.washington.edu/ajko/cer/) (CER), 
+methods for automatically repairing student programs are used to provide students with feedback and help them debug their code.
+
+#### "bug": Bug classification
+
+[Coming soon]
+
+### Languages
+
+The assignments were written in Python. 
+
+## Dataset Structure
+
+One configuration is defined by one source dataset *dublin* or *singapore* and one subconfiguration ("metadata", "data", or "repair"):
+
+* "dublin_metadata"
+* "dublin_data"
+* "dublin_repair"
+* "singapore_metadata"
+* "singapore_data"
+* "singapore_repair"
+
+
+### Data Instances
+
+[More Information Needed]
+
+### Data Fields
+
+[More Information Needed]
+
+Some of the fields are configuration specific
+
+* submission_id: a unique number identifying the submission
+* user: a unique string identifying the (anonymized) student who submitted the solution
+* date: the timestamp at which the grading server received the submission
+* func_code: the cleaned code submitted
+* func_name: the name of the function that had to be implemented
+* assingment_id: the unique (string) identifier of the assignment that had to be completed
+* academic_year: the starting year of the academic year (e.g. 2015 for the academic year 2015-2016)
+* module: the course/module
+* test: a human eval-style string which can be used to execute the submitted solution on the provided test cases
+* Description: a description of what the function is supposed to achieve
+* correct: whether the solution passed all tests or not
+
+
+### Data Splits
+
+#### Dublin
+
+The Dublin dataset is split into a training and validation set. The training set contains the submissions to the assignments
+written during the academic years 2015-2016, and 2016-2017, while the test set contains programs written during the academic year 2017-2018. 
+
+#### Singapore
+
+The Singapore dataset only contains a training split, which can be used as a test split for evaluating how your feedback
+methods perform on an unseen dataset (if, for instance, you train your methods on the Dublin Dataset). 
+
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed]
+
+#### Who are the source language producers?
+
+[More Information Needed]
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed]
+
+#### Who are the annotators?
+
+[More Information Needed]
+
+### Personal and Sensitive Information
+
+[More Information Needed]
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed]
+
+### Discussion of Biases
+
+[More Information Needed]
+
+### Other Known Limitations
+
+[More Information Needed]
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed]
+
+### Licensing Information
+
+
+#### Dublin 
+
+#### Singapore
+
+The data was released under a [GNU Lesser General Public License v3.0](https://github.com/githubhuyang/refactory/blob/master/LICENSE) license
+
+
+### Citation Information
+
+```
+@inproceedings{azcona2019user2code2vec,
+  title={user2code2vec: Embeddings for Profiling Students Based on Distributional Representations of Source Code},
+  author={Azcona, David and Arora, Piyush and Hsiao, I-Han and Smeaton, Alan},
+  booktitle={Proceedings of the 9th International Learning Analytics & Knowledge Conference (LAK’19)},
+  year={2019},
+  organization={ACM}
+}
+@inproceedings{DBLP:conf/edm/CleuziouF21,
+  author    = {Guillaume Cleuziou and
+               Fr{\'{e}}d{\'{e}}ric Flouvat},
+  editor    = {Sharon I{-}Han Hsiao and
+               Shaghayegh (Sherry) Sahebi and
+               Fran{\c{c}}ois Bouchet and
+               Jill{-}J{\^{e}}nn Vie},
+  title     = {Learning student program embeddings using abstract execution traces},
+  booktitle = {Proceedings of the 14th International Conference on Educational Data
+               Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
+  publisher = {International Educational Data Mining Society},
+  year      = {2021},
+  timestamp = {Wed, 09 Mar 2022 16:47:22 +0100},
+  biburl    = {https://dblp.org/rec/conf/edm/CleuziouF21.bib},
+  bibsource = {dblp computer science bibliography, https://dblp.org}
+}
+```
+
+### Contributions
+
+[More Information Needed]