49 citations · 89 across the 20 of their papers we have counts for
5 papers · 1 filter
Deep Just-In-Time Inconsistency Detection Between Comments and Source Code
Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric +1
Natural language comments convey key aspects of source code such as implementation, usage, and pre- and post-conditions. Failure to update comments accordingly when the correspondi…
Learning to Format Coq Code Using Language Models
Pengyu Nie, Karl Palmskog, Junyi Jessy Li +1
Should the final right bracket in a record declaration be on a separate line? Should arguments to the rewrite tactic be separated by a single space? Coq code tends to be written in…
Learning to Update Natural Language Comments Based on Code Changes
Sheena Panthaplackel, Pengyu Nie, Milos Gligoric +2
We formulate the novel task of automatically updating an existing natural language comment based on changes in the body of code it accompanies. We propose an approach that learns t…
Deep Generation of Coq Lemma Names Using Elaborated Terms
Pengyu Nie, Karl Palmskog, Junyi Jessy Li +1
Coding conventions for naming, spacing, and other essentially stylistic properties are necessary for developers to effectively understand, review, and modify source code in large s…
QED at Large: A Survey of Engineering of Formally Verified Software
Talia Ringer, Karl Palmskog, Ilya Sergey +2
Development of formal proofs of correctness of programs can increase actual and perceived reliability and facilitate better understanding of program specifications and their underl…