martysai / source-code-summarization
Transformer-based approaches for an efficient docstrings generation on a piece of Python's code.
☆16Updated 3 years ago
Alternatives and similar repositories for source-code-summarization:
Users that are interested in source-code-summarization are comparing it to the libraries listed below
- ☆15Updated 3 years ago
- ☆40Updated 4 months ago
- A large dataset of 4.2m Java source code and parallel data of their description from code search, and code summarization studies.☆52Updated 2 years ago
- ☆23Updated last year
- Models and datasets for annotated code search.☆35Updated last year
- code for "Natural Language to Code Translation with Execution"☆40Updated 2 years ago
- Semantic Code Search☆34Updated last year
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆53Updated 5 months ago
- ☆21Updated last year
- A Comparative Study of Various Code Embeddings in Software Semantic Matching☆13Updated 2 years ago
- The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/f…☆22Updated 4 years ago
- CoditT5: Pretraining for Source Code and Natural Language Editing☆28Updated this week
- Contains the code and data for our #ICSE2022 paper titled as "CodeFill: Multi-token Code Completion by Jointly Learning from Structure an…☆14Updated 2 years ago
- A benchmark for evaluating embeddings of identifiers in source code.☆22Updated 3 years ago
- Set of PyTorch modules for developing and evaluating different algorithms for embedding trees.☆22Updated 3 years ago
- HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation [ACL 2023]☆14Updated last year
- PyTorch library for synthesizing programs from natural language☆18Updated 5 months ago
- ☆35Updated 2 years ago
- [EACL 2024] ICE-Score: Instructing Large Language Models to Evaluate Code☆70Updated 7 months ago
- A collection of recent papers, benchmarks and datasets of AI4Code domain.☆55Updated 8 months ago
- ☆5Updated last year
- Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)☆41Updated 3 years ago
- Two Automatic code completion IDE extensions for @JetBrains and @microsoft/vscode based on Transformer-based large language models for so…☆55Updated 9 months ago
- ☆21Updated 3 years ago
- Official implementation of our work, 'GypSum: Learning Hybrid Representations for Code Summarization'.☆14Updated 3 years ago
- Code and data for AAAI 2022 paper "Multilingual Code Snippets Training for Program Translation"☆10Updated 2 years ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- code and data for paper "ComFormer: Code Comment Generation via Transformer and Fusion Method-based Hybrid Code Representation" accepted …☆14Updated 2 years ago
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆56Updated 2 years ago