{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T19:07:21Z","timestamp":1769713641630,"version":"3.49.0"},"reference-count":47,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,11,16]],"date-time":"2025-11-16T00:00:00Z","timestamp":1763251200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,16]],"date-time":"2025-11-16T00:00:00Z","timestamp":1763251200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,11,16]]},"DOI":"10.1109\/ase63991.2025.00088","type":"proceedings-article","created":{"date-parts":[[2026,1,28]],"date-time":"2026-01-28T20:54:38Z","timestamp":1769633678000},"page":"1008-1019","source":"Crossref","is-referenced-by-count":0,"title":["Automated Inline Comment Smell Detection and Repair with Large Language Models"],"prefix":"10.1109","author":[{"given":"Hatice K\u00fcbra","family":"\u00c7a\u011flar","sequence":"first","affiliation":[{"name":"Bilkent University Udemy, Inc.,Computer Science,Ankara,Turkey"}]},{"given":"Semih","family":"\u00c7a\u011flar","sequence":"additional","affiliation":[{"name":"Bilkent University,Computer Science,Ankara,Turkey"}]},{"given":"Eray","family":"T\u00fcz\u00fcn","sequence":"additional","affiliation":[{"name":"Bilkent University,Computer Science,Ankara,Turkey"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3341105.3374009"},{"key":"ref2","first-page":"215","article-title":"The effect of modularization and comments on program comprehension","volume-title":"Proceedings of the 5th International Conference on Software Engineering, ser. ICSE \u201981","author":"Woodfield"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2010.95"},{"key":"ref4","first-page":"138","article-title":"Maintenance productivity: observations based on an experience in a large system environment","volume-title":"Proceedings of the 1993 Conference of the Centre for Advanced Studies on Collaborative Research: Software Engineering - Volume 1, ser. CASCON \u201993","author":"Hartzman"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3534117"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3582570"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3661167.3661187"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICPC.2019.00019"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1294261.1294276"},{"issue":"1","key":"ref10","first-page":"427","article-title":"Deep just-in-time inconsistency detection between comments and source code","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence","volume":"35","author":"Panthaplackel"},{"key":"ref11","first-page":"111515","article-title":"A decade of code comment quality assessment: A systematic literature review","volume-title":"Journal of Systems and Software","volume":"195","author":"Rani","year":"2023"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICPC52881.2021.00013"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3324884.3416581"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3387904.3389286"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICST.2012.106"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3546949"},{"key":"ref17","article-title":"Towards automated detection of inline code comment smells","volume-title":"Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering (EASE 2025)","author":"\u00d6zta\u015f"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/scam52516.2021.00024"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-023-10425-5"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2021.3138909"},{"key":"ref21","first-page":"187","article-title":"DocChecker: Bootstrapping code large language model for detecting and resolving code-comment inconsistencies","volume-title":"Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations","author":"Dau"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/icse55347.2025.00035"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2021.111069"},{"key":"ref24","article-title":"Codexglue: A machine learning benchmark dataset for code understanding and generation","author":"Lu","year":"2021"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1177\/001316446002000104"},{"key":"ref26","volume-title":"Computing Krippendorff\u2019s Alpha-Reliability","author":"Krippendorff","year":"2011"},{"key":"ref27","article-title":"GPT-4o mini: Advancing Cost-Efficient Intelligence","year":"2024"},{"key":"ref28","article-title":"OpenAI Platform Documentation","year":"2024"},{"key":"ref29","article-title":"Introducing Codestral","author":"Mistral","year":"2024"},{"key":"ref30","article-title":"DeepSeek-V3 Release Blog","year":"2024"},{"key":"ref31","article-title":"OpenAI API Reference","year":"2024"},{"key":"ref32","article-title":"Api reference - mistral ai","year":"2025"},{"key":"ref33","article-title":"Api reference \u2013 deepseek api","year":"2025"},{"key":"ref34","article-title":"Text prompt design best practices","year":"2023"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-99-7962-2_30"},{"key":"ref36","article-title":"Claude 3.7 sonnet and claude code","year":"2025"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312647"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-019-6413-7"},{"key":"ref39","article-title":"Holistic evaluation of language models","author":"Liang","year":"2023"},{"key":"ref40","first-page":"65","article-title":"Meteor: An automatic metric for mt evaluation with improved correlation with human judgments","volume-title":"Proceedings of the ACL Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and\/or Summarization","author":"Banerjee"},{"key":"ref41","article-title":"Rouge: A package for automatic evaluation of summaries","author":"Lin","year":"2004","journal-title":"Computational Linguistics Laboratory, University of Southern California, Technical Report"},{"key":"ref42","first-page":"3982","article-title":"Sentence-bert: Sentence embeddings using siamese bert-networks","volume-title":"Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP)","author":"Reimers"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1238"},{"key":"ref44","article-title":"To overlap or not to overlap? empirical study of lexical overlap measures for evaluation of generated text","author":"Blagec","year":"2022"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE48619.2023.00205"},{"key":"ref46","article-title":"Chain-of-thought prompting elicits reasoning in large language models","volume-title":"Proceedings of the 36th International Conference on Neural Information Processing Systems, ser. NIPS \u201922","author":"Wei"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s10849-023-09409-x"}],"event":{"name":"2025 40th IEEE\/ACM International Conference on Automated Software Engineering (ASE)","location":"Seoul, Korea, Republic of","start":{"date-parts":[[2025,11,16]]},"end":{"date-parts":[[2025,11,20]]}},"container-title":["2025 40th IEEE\/ACM International Conference on Automated Software Engineering (ASE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11334056\/11334198\/11334256.pdf?arnumber=11334256","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T09:30:52Z","timestamp":1769679052000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11334256\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,16]]},"references-count":47,"URL":"https:\/\/doi.org\/10.1109\/ase63991.2025.00088","relation":{},"subject":[],"published":{"date-parts":[[2025,11,16]]}}}