martysai / source-code-summarization
Transformer-based approaches for an efficient docstrings generation on a piece of Python's code.
☆16Updated 4 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
- ☆23Updated 2 years ago
- ☆42Updated last month
- A large dataset of 4.2m Java source code and parallel data of their description from code search, and code summarization studies.☆53Updated 3 years ago
- Models and datasets for annotated code search.☆35Updated last year
- Set of PyTorch modules for developing and evaluating different algorithms for embedding trees.☆22Updated 3 years ago
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆53Updated 7 months ago
- Semantic Code Search☆35Updated 2 years ago
- A plugin for code generation in PyCharm/IntelliJ using tranX☆35Updated 2 years ago
- Code and data for AAAI 2022 paper "Multilingual Code Snippets Training for Program Translation"☆10Updated 3 years ago
- CoditT5: Pretraining for Source Code and Natural Language Editing☆28Updated 2 months ago
- Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)☆41Updated 3 years ago
- BLANCA - Benchmarks for LANguage models on Coding Artifacts☆9Updated 3 years ago
- Official implementation of our work, 'GypSum: Learning Hybrid Representations for Code Summarization'.☆14Updated 3 years ago
- Code implementation for CoTexT: Multi-task Learning with Code-Text Transformer☆36Updated 3 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
- [EACL 2024] ICE-Score: Instructing Large Language Models to Evaluate Code☆72Updated 9 months ago
- PyTorch library for synthesizing programs from natural language☆18Updated 8 months ago
- A benchmark for evaluating embeddings of identifiers in source code.☆22Updated 3 years ago
- code for "Natural Language to Code Translation with Execution"☆40Updated 2 years ago
- 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
- This repo contains code for the paper "Psychologically-informed chain-of-thought prompts for metaphor understanding in large language mod…☆14Updated last year
- ☆21Updated 3 years ago
- A Comparative Study of Various Code Embeddings in Software Semantic Matching☆15Updated 2 years ago
- Code for the paper "A Structural Model for Contextual Code Changes"☆30Updated last year
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- ☆21Updated 2 months ago
- code for "Implant Global and Local Hierarchy Information to Sequence based Code Representation Models"☆12Updated 3 months ago
- code and data for paper "ComFormer: Code Comment Generation via Transformer and Fusion Method-based Hybrid Code Representation" accepted …☆14Updated 2 years ago
- Web queries dataset for code search☆33Updated last year