Code Generation as a Dual Task of Code Summarization.
☆30Jun 28, 2021Updated 4 years ago
Alternatives and similar repositories for cscg
Users that are interested in cscg are comparing it to the libraries listed below
Sorting:
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆195May 28, 2022Updated 3 years ago
- ☆16Nov 29, 2019Updated 6 years ago
- This is the official implementation of paper "AST-Trans: Code Summarization with Efficient Tree-StructuredAttention" acceptted in ICSE 20…☆26May 4, 2024Updated last year
- Contains the code and data for our #ICSE2022 paper titled as "CodeFill: Multi-token Code Completion by Jointly Learning from Structure an…☆15May 18, 2022Updated 3 years ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆68Apr 9, 2021Updated 4 years ago
- code for "Retrieve and Refine: Exemplar-based Neural Comment Generation"☆15Mar 27, 2021Updated 4 years ago
- Replication package for ICSE2022 paper: On the Evaluation of Neural Code Summarization☆29Sep 20, 2022Updated 3 years ago
- The dataset for EMSE-DeepCom☆122Mar 20, 2021Updated 5 years ago
- Transformer-based approaches for an efficient docstrings generation on a piece of Python's code.☆17Feb 16, 2026Updated last month
- Official implementation of our work, 'GypSum: Learning Hybrid Representations for Code Summarization'.☆14Jan 20, 2022Updated 4 years ago
- This repo is the benchmark for source code summarization on C language☆26Mar 18, 2021Updated 5 years ago
- ☆26Jul 5, 2022Updated 3 years ago
- ☆48Nov 19, 2025Updated 4 months ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆91May 31, 2022Updated 3 years ago
- PyTorch library for synthesizing programs from natural language☆18Jul 25, 2024Updated last year
- Program Transformation Tool for Java Methods☆11Sep 16, 2022Updated 3 years ago
- A large dataset of 4.2m Java source code and parallel data of their description from code search, and code summarization studies.☆15Feb 24, 2022Updated 4 years ago
- This is the code repository for our ICPC 2021 paper "Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting"☆24Jan 3, 2023Updated 3 years ago
- ☆53Sep 11, 2021Updated 4 years ago
- IST'21 & SANER'22: Semantic-Preserving Program Transformations☆31Oct 25, 2022Updated 3 years ago
- ☆19Apr 27, 2022Updated 3 years ago
- code and data for paper "Automatic Generation and Summarization of Shellcode via Transformer and Dual Learning", which accepted in SANER …☆13May 8, 2022Updated 3 years ago
- Replication package for EMNLP 2021 paper: CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract S…☆34Feb 16, 2022Updated 4 years ago
- A repository with the code for the paper with the same title☆73May 9, 2019Updated 6 years ago
- ☆18Apr 14, 2021Updated 4 years ago
- the implementation of Embedding API Dependency Graph for Neural Code Generation☆12Jun 6, 2021Updated 4 years ago
- Deep Just-In-Time Inconsistency Detection Between Comments and Source Code: Artifact☆23Jul 21, 2025Updated 7 months ago
- Replication package for EMNLP2022 paper- RACE: Retrieval-Augmented Commit Message Generation☆20Oct 21, 2022Updated 3 years ago
- source code for 'Improving automatic source code summarization via deep reinforcement learning'☆78Jun 2, 2021Updated 4 years ago
- ☆28Apr 4, 2022Updated 3 years ago
- Description: We want to create a deep Neural Network that can automatically generate comments for code snippets passed to it. The motiva…☆44Nov 16, 2022Updated 3 years ago
- This is the official implement for the paper 'Domain Adaptive Code Completion via Language Models and Decoupled Domain Databases''☆14Oct 4, 2023Updated 2 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Nov 22, 2022Updated 3 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆186Mar 1, 2022Updated 4 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…☆22Aug 19, 2020Updated 5 years ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆91May 20, 2022Updated 3 years ago
- Fast tokenization and structural analysis of any programming language☆62Jan 14, 2025Updated last year
- A redistributable subset of the ETH Py150 corpus [https://www.sri.inf.ethz.ch/py150], introduced in the ICML 2020 paper 'Learning and Eva…☆32Aug 11, 2020Updated 5 years ago
- ☆69Sep 17, 2020Updated 5 years ago