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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao ZENODOarrow_drop_down
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Conference object . 2023
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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Article . 2023
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InStructGen: Intent-oriented Code Review Comment Generation via Pretrained Models and Structure Learning

InStructGen: Intent-oriented Code Review Comment Generation via Pretrained Models and Structure Learning

Abstract

Resources related by the research work "InStructGen: Intent-oriented Code Review Comment Generation via Pretrained Models and Structure Learning" There are seven packages: InStructGen.7z: The main code and materials for our project. models_1.7z: The separated models including implementation of baselines and graph-based structure learning (diff AST graph short/long) models_2.7z: The separated models including part of intent-oriented experiments on CRC-short (vanilla concatenation) and on CRC-long (all) models_3.7z: The separated models including the other part of intent-oriented experiments on CRC-short (line/span-grained diff and singe side) raw_data.7z: The raw data fetched from GitHub using GraphQL APIs, including all content used in the experiments and other content that may be useful for follow-up researches, such as commit messages. CRC-short: Our processed dataset that of a shorter average token length. It includes multiple sub-datasets processed for each experiments. CRC-long: Our processed dataset that of a longer average token length. It includes multiple sub-datasets processed for each experiments. Due to the zenodo upload limit, the CRC-long dataset and the models are split into volumes. The models are seperated in other deposits: models_1: https://zenodo.org/record/7783939 models_2: https://zenodo.org/record/7784101 models_3: https://zenodo.org/record/7784105

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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