Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385757764> ?p ?o ?g. }
- W4385757764 endingPage "4410" @default.
- W4385757764 startingPage "4390" @default.
- W4385757764 abstract "In Stack Overflow, developers may not clarify and summarize the critical problems in the question titles due to a lack of domain knowledge or poor writing skills. Previous studies mainly focused on automatically generating the question titles by analyzing the posts’ problem descriptions and code snippets. In this study, we aim to improve title quality from the perspective of question title reformulation and propose a novel approach <monospace xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>QETRA</monospace> motivated by the findings of our formative study. Specifically, by mining modification logs from Stack Overflow, we first extract title reformulation pairs containing the original title and the reformulated title. Then we resort to multi-task learning by formalizing title reformulation for each programming language as separate but related tasks. Later we adopt a pre-trained model T5 to automatically learn the title reformulation patterns. Automated evaluation and human study both show the competitiveness of <monospace xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>QETRA</monospace> after compared with six state-of-the-art baselines. Moreover, our ablation study results also confirm that our studied question title reformulation task is more practical than the direct question title generation task for generating high-quality titles. Finally, we develop a browser plugin based on <monospace xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>QETRA</monospace> to facilitate the developers to perform title reformulation. Our study provides a new perspective for studying the quality of post titles and can further generate high-quality titles." @default.
- W4385757764 created "2023-08-12" @default.
- W4385757764 creator A5020286464 @default.
- W4385757764 creator A5071655887 @default.
- W4385757764 creator A5075639297 @default.
- W4385757764 creator A5076768386 @default.
- W4385757764 creator A5084396416 @default.
- W4385757764 date "2023-09-01" @default.
- W4385757764 modified "2023-10-17" @default.
- W4385757764 title "Automated Question Title Reformulation by Mining Modification Logs From Stack Overflow" @default.
- W4385757764 cites W1902482618 @default.
- W4385757764 cites W1956340063 @default.
- W4385757764 cites W1975879668 @default.
- W4385757764 cites W1981829374 @default.
- W4385757764 cites W2008693679 @default.
- W4385757764 cites W2040043446 @default.
- W4385757764 cites W2061072593 @default.
- W4385757764 cites W2070488056 @default.
- W4385757764 cites W2081580037 @default.
- W4385757764 cites W2108545456 @default.
- W4385757764 cites W2109227373 @default.
- W4385757764 cites W2111909698 @default.
- W4385757764 cites W2114732275 @default.
- W4385757764 cites W2134406267 @default.
- W4385757764 cites W2135866290 @default.
- W4385757764 cites W2168970028 @default.
- W4385757764 cites W2170045560 @default.
- W4385757764 cites W2194775991 @default.
- W4385757764 cites W2267186426 @default.
- W4385757764 cites W2290195878 @default.
- W4385757764 cites W2294971974 @default.
- W4385757764 cites W2406365535 @default.
- W4385757764 cites W2513969877 @default.
- W4385757764 cites W2766375028 @default.
- W4385757764 cites W2884001105 @default.
- W4385757764 cites W2886117034 @default.
- W4385757764 cites W2888017562 @default.
- W4385757764 cites W2897316866 @default.
- W4385757764 cites W2899371602 @default.
- W4385757764 cites W2908872804 @default.
- W4385757764 cites W2911789761 @default.
- W4385757764 cites W2923271003 @default.
- W4385757764 cites W2963250244 @default.
- W4385757764 cites W2963391195 @default.
- W4385757764 cites W2963854351 @default.
- W4385757764 cites W2964240520 @default.
- W4385757764 cites W2964322208 @default.
- W4385757764 cites W2968594320 @default.
- W4385757764 cites W3034689979 @default.
- W4385757764 cites W3034999214 @default.
- W4385757764 cites W3037862795 @default.
- W4385757764 cites W3090867931 @default.
- W4385757764 cites W3091658513 @default.
- W4385757764 cites W3098605233 @default.
- W4385757764 cites W3100105221 @default.
- W4385757764 cites W3101380159 @default.
- W4385757764 cites W3141797743 @default.
- W4385757764 cites W3158776408 @default.
- W4385757764 cites W3160221328 @default.
- W4385757764 cites W3160339882 @default.
- W4385757764 cites W3169901294 @default.
- W4385757764 cites W3175000455 @default.
- W4385757764 cites W3179515446 @default.
- W4385757764 cites W3182190622 @default.
- W4385757764 cites W3186152447 @default.
- W4385757764 cites W3198685994 @default.
- W4385757764 cites W3199467273 @default.
- W4385757764 cites W3201849546 @default.
- W4385757764 cites W4200276311 @default.
- W4385757764 cites W4206459383 @default.
- W4385757764 cites W4221146651 @default.
- W4385757764 cites W4221157342 @default.
- W4385757764 cites W4221162673 @default.
- W4385757764 cites W4246531378 @default.
- W4385757764 cites W4249122235 @default.
- W4385757764 cites W4252684946 @default.
- W4385757764 cites W4254751698 @default.
- W4385757764 cites W4286494280 @default.
- W4385757764 cites W4289979407 @default.
- W4385757764 cites W4293509738 @default.
- W4385757764 cites W4296143043 @default.
- W4385757764 cites W4311423650 @default.
- W4385757764 cites W4312794920 @default.
- W4385757764 cites W4312826315 @default.
- W4385757764 cites W4313185449 @default.
- W4385757764 cites W4361958950 @default.
- W4385757764 cites W4362223627 @default.
- W4385757764 doi "https://doi.org/10.1109/tse.2023.3292399" @default.
- W4385757764 hasPublicationYear "2023" @default.
- W4385757764 type Work @default.
- W4385757764 citedByCount "0" @default.
- W4385757764 crossrefType "journal-article" @default.
- W4385757764 hasAuthorship W4385757764A5020286464 @default.
- W4385757764 hasAuthorship W4385757764A5071655887 @default.
- W4385757764 hasAuthorship W4385757764A5075639297 @default.
- W4385757764 hasAuthorship W4385757764A5076768386 @default.
- W4385757764 hasAuthorship W4385757764A5084396416 @default.
- W4385757764 hasConcept C111472728 @default.