{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T07:17:33Z","timestamp":1783408653644,"version":"3.54.6"},"publisher-location":"New York, NY, USA","reference-count":18,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,4,12]],"date-time":"2026-04-12T00:00:00Z","timestamp":1775952000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,4,12]]},"DOI":"10.1145\/3786181.3788725","type":"proceedings-article","created":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T06:28:24Z","timestamp":1783405704000},"page":"135-142","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Towards Improving in-IDE Code Completion for Driver Development"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-4277-6761","authenticated-orcid":false,"given":"Batuhan Raif","family":"Karag\u00f6z","sequence":"first","affiliation":[{"name":"Advanced Micro Devices, Markham, Ontario, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-2101-5320","authenticated-orcid":false,"given":"Mahesh","family":"Jayasankar","sequence":"additional","affiliation":[{"name":"Advanced Micro Devices, Markham, Ontario, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-0536-860X","authenticated-orcid":false,"given":"Saurabh","family":"Bodhe","sequence":"additional","affiliation":[{"name":"Advanced Micro Devices, Markham, Ontario, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-7599-448X","authenticated-orcid":false,"given":"Subhayan","family":"Roy","sequence":"additional","affiliation":[{"name":"Advanced Micro Devices, Markham, Ontario, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-2389-7601","authenticated-orcid":false,"given":"Lejin","family":"Varghese","sequence":"additional","affiliation":[{"name":"Advanced Micro Devices, Markham, Ontario, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-8338-8130","authenticated-orcid":false,"given":"Yonas","family":"Bedasso","sequence":"additional","affiliation":[{"name":"Advanced Micro Devices, Austin, Texas, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5662-0602","authenticated-orcid":false,"given":"Max","family":"Kiehn","sequence":"additional","affiliation":[{"name":"Advanced Micro Devices, Markham, Ontario, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,7,6]]},"reference":[{"key":"e_1_3_3_2_2_2","unstructured":"Anthropic. 2025. Introducing Claude Sonnet 4.5. Anthropic blog post Sept 29 2025. https:\/\/www.anthropic.com\/news\/claude-sonnet-4-5."},{"key":"e_1_3_3_2_3_2","unstructured":"Mohammad Bavarian Heewoo Jun Nikolas Tezak John Schulman Christine McLeavey Jerry Tworek and Mark Chen. 2022. Efficient training of language models to fill in the middle. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2207.14255 (2022)."},{"key":"e_1_3_3_2_4_2","unstructured":"Tom\u00a0B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell Sandhini Agarwal Ariel Herbert-Voss Gretchen Krueger Tom Henighan Rewon Child Aditya Ramesh Daniel\u00a0M. Ziegler Jeffrey Wu Clemens Winter Christopher Hesse Mark Chen Eric Sigler Mateusz Litwin Scott Gray Benjamin Chess Jack Clark Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever and Dario Amodei. 2020. Language Models are Few-Shot Learners. Advances in Neural Information Processing Systems 33 (2020) 1877\u20131901. https:\/\/arxiv.org\/abs\/2005.14165"},{"key":"e_1_3_3_2_5_2","unstructured":"Gheorghe Comanici Eric Bieber Mike Schaekermann Ice Pasupat Noveen Sachdeva Inderjit Dhillon Marcel Blistein Ori Ram Dan Zhang Evan Rosen et\u00a0al. 2025. Gemini 2.5: Pushing the frontier with advanced reasoning multimodality long context and next generation agentic capabilities. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2507.06261 (2025)."},{"key":"e_1_3_3_2_6_2","unstructured":"continue.dev. 2025. Continue - Ship faster with Continuous AI. https:\/\/github.com\/continuedev\/continue. Accessed: 2025-09-24."},{"key":"e_1_3_3_2_7_2","unstructured":"GitHub. 2025. Creating a custom model for GitHub Copilot. https:\/\/docs.github.com\/en\/enterprise-cloud@latest\/copilot\/how-tos\/use-ai-models\/create-a-custom-model. Accessed: 2025-10-06."},{"key":"e_1_3_3_2_8_2","unstructured":"GitHub & OpenAI. 2025. GitHub Copilot. https:\/\/en.wikipedia.org\/wiki\/GitHub_Copilot. Accessed: 2025-07-21."},{"key":"e_1_3_3_2_9_2","unstructured":"GitHub \/ tree-sitter contributors. 2025. tree-sitter: An incremental parsing system for programming tools. https:\/\/github.com\/tree-sitter\/tree-sitter. Programming languages: Rust C; MIT License; Accessed: 2025-07-21."},{"key":"e_1_3_3_2_10_2","unstructured":"Linyuan Gong Sida Wang Mostafa Elhoushi and Alvin Cheung. 2024. Evaluation of llms on syntax-aware code fill-in-the-middle tasks. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2403.04814 (2024)."},{"key":"e_1_3_3_2_11_2","unstructured":"Daya Guo Qihao Zhu Dejian Yang Zhenda Xie Kai Dong Wentao Zhang Guanting Chen Xiao Bi Yu Wu YK Li et\u00a0al. 2024. DeepSeek-Coder: When the Large Language Model Meets Programming\u2013The Rise of Code Intelligence. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2401.14196 (2024)."},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"crossref","unstructured":"Mathew Huerta-Enochian and Seung\u00a0Yong Ko. 2024. Instruction Fine-Tuning: Does Prompt Loss Matter?arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2401.13586 (2024).","DOI":"10.18653\/v1\/2024.emnlp-main.1267"},{"key":"e_1_3_3_2_13_2","unstructured":"Binyuan Hui Jian Yang Zeyu Cui Jiaxi Yang Dayiheng Liu Lei Zhang Tianyu Liu Jiajun Zhang Bowen Yu Keming Lu et\u00a0al. 2024. Qwen2. 5-coder technical report. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2409.12186 (2024)."},{"key":"e_1_3_3_2_14_2","unstructured":"OpenAI. 2025. GPT\u2011o3\u2011mini System Card. https:\/\/openai.com\/index\/o3-mini-system-card\/. Accessed: 2025-07-21."},{"key":"e_1_3_3_2_15_2","unstructured":"OpenAI. 2025. Introducing GPT-4.1 in the API. https:\/\/openai.com\/index\/gpt-4-1\/. Accessed: 2025-10-06."},{"key":"e_1_3_3_2_16_2","unstructured":"PyTorch Contributors. 2025. torch.nn.CrossEntropyLoss \u2014 PyTorch\u00a02.7 Documentation. https:\/\/docs.pytorch.org\/docs\/stable\/generated\/torch.nn.CrossEntropyLoss.html. Accessed: 2025-07-21."},{"key":"e_1_3_3_2_17_2","unstructured":"Baptiste Roziere Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat Xiaoqing\u00a0Ellen Tan Yossi Adi Jingyu Liu Romain Sauvestre Tal Remez et\u00a0al. 2023. Code llama: Open foundation models for code. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2308.12950 (2023)."},{"key":"e_1_3_3_2_18_2","unstructured":"twinnydotdev. 2025. twinny - The most no-nonsense locally or API-hosted AI code completion plugin. https:\/\/github.com\/twinnydotdev\/twinny. Accessed: 2025-09-24."},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-demos.6"}],"event":{"name":"LLM4Code '26: 3rd International Workshop on Large Language Models For Code","location":"Rio de Janeiro Brazil","acronym":"LLM4Code '26","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering","IEEE CS","Faculty of Engineering of University of Porto"]},"container-title":["Proceedings of the 3rd International Workshop on Large Language Models For Code"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3786181.3788725","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T06:39:26Z","timestamp":1783406366000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3786181.3788725"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,12]]},"references-count":18,"alternative-id":["10.1145\/3786181.3788725","10.1145\/3786181"],"URL":"https:\/\/doi.org\/10.1145\/3786181.3788725","relation":{},"subject":[],"published":{"date-parts":[[2026,4,12]]},"assertion":[{"value":"2026-07-06","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}