Research map / Large language models / Agents, code and math
Structural Language Models of Code
Read the paperCheck your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Closest papers by meaning
- Language-Agnostic Representation Learning of Source Code from Structure and Context (ICLR 2021 · similarity 0.89)
- AST-T5: Structure-Aware Pretraining for Code Generation and Understanding (ICML 2024 · similarity 0.88)
- Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding? (ICML 2025 · similarity 0.86)
- Training Language Models on Synthetic Edit Sequences Improves Code Synthesis (ICLR 2025 · similarity 0.86)
- Repoformer: Selective Retrieval for Repository-Level Code Completion (ICML 2024 · similarity 0.86)
- CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance (ICML 2025 · similarity 0.85)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.
