{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T21:07:29Z","timestamp":1774732049218,"version":"3.50.1"},"reference-count":51,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T00:00:00Z","timestamp":1757289600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T00:00:00Z","timestamp":1757289600000},"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":[[2025,9,8]]},"DOI":"10.1109\/scam67354.2025.00021","type":"proceedings-article","created":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T17:35:14Z","timestamp":1760117714000},"page":"133-144","source":"Crossref","is-referenced-by-count":1,"title":["Challenging Bug Prediction and Repair Models with Synthetic Bugs"],"prefix":"10.1109","author":[{"given":"Ali Reza","family":"Ibrahimzada","sequence":"first","affiliation":[{"name":"University of Illinois Urbana-Champaign,Urbana,IL,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Chen","sequence":"additional","affiliation":[{"name":"University of Illinois Urbana-Champaign,Urbana,IL,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ryan","family":"Rong","sequence":"additional","affiliation":[{"name":"Stanford University,Stanford,CA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Reyhaneh","family":"Jabbarvand","sequence":"additional","affiliation":[{"name":"University of Illinois Urbana-Champaign,Urbana,IL,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Bigquery dataset","year":"2025"},{"key":"ref2","volume-title":"Open ai chatgpt","year":"2025"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-SEIP52600.2021.00036"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3475960.3475985"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2610384.2628058"},{"key":"ref6","author":"Booth","year":"2013","journal-title":"The national vulnerability database (nvd): Overview"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3106237.3106280"},{"key":"ref8","volume-title":"Bugsinpy: Dataset of real-world python bugs","year":"2025"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3540250.3549162"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3650212.3680369"},{"issue":"240","key":"ref11","first-page":"1","article-title":"Palm: Scaling language modeling with pathways","volume":"24","author":"Chowdhery","year":"2023","journal-title":"Journal of Machine Learning Research"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2931037.2948707"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/n19\u20131423"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3379597.3387501"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.findings-emnlp.139"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W17-3207"},{"key":"ref17","volume-title":"Github copilot","year":"2025"},{"key":"ref18","volume-title":"Manysstubs4j dataset","year":"2025"},{"key":"ref19","author":"Husain","year":"2019","journal-title":"Codesearchnet challenge: Evaluating the state of semantic code search"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3729379"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3540250.3549086"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2009.04.016"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2610384.2628053"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2610384.2628055"},{"key":"ref25","article-title":"Efficient mutation testing via pre-trained language models","author":"Khanfir","year":"2023"},{"key":"ref26","article-title":"Fine-tuning can distort pretrained features and underperform out-of-distribution","volume-title":"International Conference on Learning Representations","author":"Kumar"},{"key":"ref27","volume-title":"Bugfarm artifact website","year":"2025"},{"key":"ref28","first-page":"707","article-title":"Binary codes capable of correcting deletions, insertions, and reversals","volume-title":"Soviet physics doklady","volume":"10","author":"Levenshtein","year":"1966"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3180155.3180242"},{"key":"ref30","article-title":"Codemind: Evaluating large language models for code reasoning","author":"Liu","year":"2024"},{"key":"ref31","article-title":"Bugbench: Benchmarks for evaluating bug detection tools","volume-title":"Workshop on the evaluation of software defect detection tools","volume":"5","author":"Lu"},{"key":"ref32","volume-title":"Meta llama","year":"2025"},{"key":"ref33","article-title":"In-context example selection with influences","author":"Nguyen","year":"2023"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE48619.2023.00211"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3597503.3639226"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3468264.3468623"},{"issue":"1","key":"ref37","article-title":"Exploring the limits of transfer learning with a unified text-to-text transformer","volume":"21","author":"Raffel","year":"2020","journal-title":"J. Mach. Learn. Res."},{"key":"ref38","author":"Ren","year":"2020","journal-title":"Codebleu: a method for automatic evaluation of code synthesis"},{"key":"ref39","first-page":"10","article-title":"Bugs.jar: a large-scale, diverse dataset of real-world java bugs","volume-title":"Proceedings of the 15th International Conference on Mining Software Repositories, MSR \u201918","author":"Saha"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1117\/12.2549313"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3597926.3598036"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3533767.3534224"},{"key":"ref43","volume-title":"Stanford alpaca: An instruction-following llama model","author":"Taori","year":"2023"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3551349.3556949"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2019.00048"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICSME.2019.00046"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.685"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ASE56229.2023.00047"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3520312.3534862"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/QRS.2015.14"}],"event":{"name":"2025 IEEE International Conference on Source Code Analysis &amp; Manipulation (SCAM)","location":"Auckland, New Zealand","start":{"date-parts":[[2025,9,8]]},"end":{"date-parts":[[2025,9,9]]}},"container-title":["2025 IEEE International Conference on Source Code Analysis &amp;amp; Manipulation (SCAM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11190090\/11189990\/11190139.pdf?arnumber=11190139","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T05:43:36Z","timestamp":1760161416000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11190139\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,8]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1109\/scam67354.2025.00021","relation":{},"subject":[],"published":{"date-parts":[[2025,9,8]]}}}