Code Completion and Syntax Completion

• Program Analysis + Language Models
• Combining Program Analysis and Statistical Language Model for Code Statement Completion ASE 2019 (published 2020), Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering
  Authors: Son Nguyen, Tien N. Nguyen, Yi Li, Shaohua Wang
• Code Completion at the user's machine
• Full Line Code Completion: Bringing AI to Desktop arXiv preprint, 2025
  Authors: Anton Semenkin, Vitaliy Bibaev, Yaroslav Sokolov, Kirill Krylov, Alexey Kalina, Anna Khannanova, Danila Savenkov, Darya Rovdo, Igor Davidenko, Kirill Karnaukhov, Maxim Vakhrushev, Mikhail Kostyukov, Mikhail Podvitskii, Petr Surkov, Yaroslav Golubev, Nikita Povarov, Timofey Bryksin
• Language-Parametric Static Semantics Code Completion
• Towards language-parametric semantic editor services based on declarative type system specifications
• Language-parametric static semantics code completion OOPSLA 2022
  Key idea: combining syntax rules and type rules for completion.
• Understanding software through linguistic abstraction
• Placeholder-Based Completion
• Principled Syntactic Code Completion Using Placeholders SLE 2016
  Focus: placeholder concept for principled syntactic completion.
• Projectional Editors and Applications
• JetBrains MPS
• mbeddr on MPS
• Context Collection Optimization Challenges
• Challenge on Optimization of Context Collection for Code Completion JetBrains, ASE 2025
  • EvalAI Documentation
  • ASE 2025 Starter Kit (JetBrains-Research)
• LR Parsing-Based Syntax Completion
• A Text-Based Syntax Completion Method Using LR Parsing and Its Evaluation Science of Computer Programming, Volume 228, June 2023
  Authors: Isao Sasano, Kwanghoon Choi
• Improving LLM-based Code Completion Using LR Parsing Journal of Computer Languages, Volume 84, September 2025
  Authors: Md Monir Ahammod Bin Atique, Hyeon-Ah Moon, Isao Sasano, Kwanghoon Choi
• Ranked Syntax Completion Using LR Parsing ACM/SIGAPP Symposium on Applied Computing (SAC), pp.1242-1251, Avila, Spain, April 8-12, 2024
  Authors: Kwanghoon Choi, Sooyeon Hwang, Hyeonah Moon, Isao Sasano
• Etc
• Code completion with statistical language models
• LongCoder: A Long-Range Pre-trained Language Model for Code Completion
• Multi-task learning based pre-trained language model for code completion
• Language Models for Code Completion: A Practical Evaluation
• Knowledge-Aware Code Generation with Large Language Models
• No Need to Lift a Finger Anymore? Assessing the Quality of Code Generation by ChatGPT
• Exploring the Potential of ChatGPT in Automated Code Refinement: An Empirical Study
• How Practitioners Expect Code Completion? ESEC/FSE 2023, Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp.1294-1306
  Authors: Chaozheng Wang, Junhao Hu, Cuiyun Gao, Yu Jin, Tao Xie, Hailiang Huang, Zhenyu Lei, Yuetang Deng
• Code Prediction by Feeding Trees to Transformers ICSE 2021, Proceedings of the 43rd International Conference on Software Engineering, pp.150-162
  Authors: Seohyun Kim, Jinman Zhao, Yuchi Tian, Satish Chandra
• Pythia: AI-assisted Code Completion System KDD 2019, Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp.2727-2735
  Authors: Alexey Svyatkovskiy, Ying Zhao, Shengyu Fu, Neel Sundaresan