michiyasunaga / BIFILinks
[ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair
☆113Updated 2 years ago
Alternatives and similar repositories for BIFI
Users that are interested in BIFI are comparing it to the libraries listed below
Sorting:
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆188Updated 3 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆167Updated 3 years ago
- VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning☆39Updated 2 years ago
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆54Updated 10 months ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆88Updated 3 years ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆101Updated 3 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆169Updated 3 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 4 years ago
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆58Updated 3 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆45Updated 11 months ago
- ☆66Updated 3 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆63Updated 3 years ago
- Code implementation for CoTexT: Multi-task Learning with Code-Text Transformer☆36Updated 3 years ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆53Updated last year
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆88Updated 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
- Mapping Language to Code in a Programmatic Context☆80Updated 4 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆91Updated 3 years ago
- JEMMA: An Extensible Java dataset for Many ML4Code Applications☆19Updated 2 years ago
- CoditT5: Pretraining for Source Code and Natural Language Editing☆28Updated 5 months ago
- A collection of recent papers, benchmarks and datasets of AI4Code domain.☆57Updated last year
- ☆46Updated 2 years ago
- PyTorch's implementation of the code2seq model.☆62Updated 11 months ago
- 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
- Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)☆41Updated 4 years ago
- Code for the paper "A Structural Model for Contextual Code Changes"☆32Updated last year
- Pretrained Language Models for Source code☆253Updated 4 years ago
- A redistributable subset of the ETH Py150 corpus [https://www.sri.inf.ethz.ch/py150], introduced in the ICML 2020 paper 'Learning and Eva…☆31Updated 4 years ago
- [ICML 2020] DrRepair: Learning to Repair Programs from Error Messages☆195Updated 4 years ago
- Learning to Update Natural Language Comments Based on Code Changes: Artifact☆33Updated 4 years ago