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Risorse in rete sull'analisi dei testi e la ricerca qualitativa (Online resources on text analysis and qualitative research). ...
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Towards Understanding and Building a Multilingual and Inclusive Web ...
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Replication Package - Effect of requirements specification using native language on externalsoftware quality ...
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Risorse in rete sull'analisi dei testi e la ricerca qualitativa (Online resources on text analysis and qualitative research). ...
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Towards Understanding and Building a Multilingual and Inclusive Web ...
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Assessing Semantic Frames to Support Program Comprehension Activities ...
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Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors ...
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Learning to Generate Code Comments from Class Hierarchies ...
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Abstract:
Descriptive code comments are essential for supporting code comprehension and maintenance. We propose the task of automatically generating comments for overriding methods. We formulate a novel framework which accommodates the unique contextual and linguistic reasoning that is required for performing this task. Our approach features: (1) incorporating context from the class hierarchy; (2) conditioning on learned, latent representations of specificity to generate comments that capture the more specialized behavior of the overriding method; and (3) unlikelihood training to discourage predictions which do not conform to invariant characteristics of the comment corresponding to the overridden method. Our experiments show that the proposed approach is able to generate comments for overriding methods of higher quality compared to prevailing comment generation techniques. ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG; Software Engineering cs.SE
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URL: https://dx.doi.org/10.48550/arxiv.2103.13426 https://arxiv.org/abs/2103.13426
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Automatically detecting the conflicts between software requirements based on finer semantic analysis ...
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What Affects Team Behavior? Preliminary Linguistic Analysis of Communications in the Jazz Repository ...
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Towards a Model to Appraise and Suggest Identifier Names ...
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