| AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization | Dec 2, 2021 | Code Summarization | —Unverified | 0 |
| Enhancing Code LLM Training with Programmer Attention | Mar 19, 2025 | Code Summarization | —Unverified | 0 |
| A Structural Transformer with Relative Positions in Trees for Code-to-Sequence Tasks | Jun 4, 2020 | Code SummarizationMachine Translation | —Unverified | 0 |
| Analysis on LLMs Performance for Code Summarization | Dec 22, 2024 | Code Summarization | —Unverified | 0 |
| Calibration of Large Language Models on Code Summarization | Apr 30, 2024 | Code Summarization | —Unverified | 0 |
| AST-MHSA : Code Summarization using Multi-Head Self-Attention | Aug 10, 2023 | Code SummarizationDecoder | —Unverified | 0 |
| Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations | Sep 6, 2020 | ClusteringCode Summarization | —Unverified | 0 |
| Benchmarking Causal Study to Interpret Large Language Models for Source Code | Aug 23, 2023 | BenchmarkingCausal Inference | —Unverified | 0 |
| An Empirical Study on Capability of Large Language Models in Understanding Code Semantics | Jul 4, 2024 | Code SummarizationMethod name prediction | —Unverified | 0 |
| Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization | Mar 13, 2025 | Code Summarization | —Unverified | 0 |
