Datasets:
Tasks:
Text Classification
Languages:
English
Size:
1K<n<10K
Tags:
'source code comments'
'java class comments'
'python class comments'
'
smalltalk class comments'
License:
Pooja Rani
commited on
Commit
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Parent(s):
b491491
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README.md
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- multi-label-classification
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---
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# Dataset Card for
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## Table of Contents
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- [Table of Contents](#table-of-contents)
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## Dataset Description
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- **Homepage
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- **Repository
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- **Paper:
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- **
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- **Point of Contact: Pooja Rani (https://poojaruhal.github.io)**
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### Dataset Summary
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### Supported Tasks and Leaderboards
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### Data Instances
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### Data Fields
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class: class
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comment: class comment
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categories: a category that sentence is classified to. It indicated a particular type of information.
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### Data Splits
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## Dataset Creation
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- multi-label-classification
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# Dataset Card for Code Comment Classification
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## Table of Contents
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- [Table of Contents](#table-of-contents)
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## Dataset Description
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- **Homepage:**https://github.com/poojaruhal/RP-class-comment-classification
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- **Repository:**https://github.com/poojaruhal/RP-class-comment-classification
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- **Paper: https:**//doi.org/10.1016/j.jss.2021.111047
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- **Point of Contact:** Pooja Rani (https://poojaruhal.github.io)
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### Dataset Summary
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The dataset contains class comments extracted from various big and diverse open-source projects of three programming languages Java, Smalltalk, and Python.
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### Supported Tasks and Leaderboards
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### Data Instances
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{
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"class" : "Absy.java"
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"comment":"* Azure Blob File System implementation of AbstractFileSystem. * This impl delegates to the old FileSystem"
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"summary: "Azure Blob File System implementation of AbstractFileSystem."
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"expand": "This impl delegates to the old FileSystem"
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"rational":""
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"deprecation":""
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"usage":""
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"exception":""
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"todo":""
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"incomplete":""
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"commentedcode":""
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"directive":""
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"formatter":""
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"license":""
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"ownership":""
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"pointer":""
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"autogenerated":""
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"noise":""
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"warning":""
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"recommendation":""
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"precondition":""
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"codingGuidelines":""
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"extension":""
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"subclassexplnation":""
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"observation":""
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}
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### Data Fields
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class: name of the class with the language extension
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comment: class comment of the class
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categories: a category that sentence is classified to. It indicated a particular type of information.
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### Data Splits
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10-fold cross validation
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## Dataset Creation
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