Code to comment "translation": data, metrics, baselining & evaluation

The relationship of comments to code, and in particular, the task of generating useful comments given the code, has long been of interest. The earliest approaches have been based on strong syntactic theories of comment-structures, and relied on textual templates. More recently, researchers have appl...

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Bibliographic Details
Main Authors: Gros, David, Sezhiyan, Hariharan, Devanbu, Prem, Yu, Zhou
Format: Conference Proceeding
Language:English
Subjects:
Applied computing
Applied computing > Arts and humanities
Applied computing > Arts and humanities > Language translation
Calibration
Computing methodologies
Computing methodologies > Artificial intelligence
Computing methodologies > Artificial intelligence > Natural language processing
Computing methodologies > Artificial intelligence > Natural language processing > Information extraction
Computing methodologies > Artificial intelligence > Natural language processing > Machine translation
Computing methodologies > Artificial intelligence > Natural language processing > Natural language generation
Computing methodologies > Machine learning
Computing methodologies > Machine learning > Learning paradigms
Current measurement
Data models
Information retrieval
Information systems
Information systems > Information retrieval
Information systems > Information retrieval > Retrieval tasks and goals
Information systems > Information retrieval > Retrieval tasks and goals > Sentiment analysis
Natural languages
Task analysis
US Government
Online Access:Get full text
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