amazon-science / recode
Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"
☆46Updated 5 months ago
Related projects: ⓘ
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆53Updated last month
- ☆40Updated 3 weeks ago
- [ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shi…☆25Updated 2 years ago
- ☆96Updated 2 months ago
- ☆42Updated last year
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆94Updated 8 months ago
- ☆46Updated 2 years ago
- Source codes for paper ”ReACC: A Retrieval-Augmented Code Completion Framework“☆55Updated 2 years ago
- Code for the AAAI 2023 paper "CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming Language Models☆22Updated last year
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆57Updated 2 years ago
- MODIT: On Multi-Modal Learning of Editing Source Code.☆19Updated 3 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆90Updated 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
- VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning☆38Updated last year
- Code for "StructCoder: Structure-Aware Transformer for Code Generation"☆65Updated 7 months ago
- JEMMA: An Extensible Java dataset for Many ML4Code Applications☆19Updated last year
- CoditT5: Pretraining for Source Code and Natural Language Editing☆29Updated last year
- Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)☆40Updated 3 years ago
- ☆19Updated last year
- code for "Implant Global and Local Hierarchy Information to Sequence based Code Representation Models"☆12Updated last year
- Source Code Data Augmentation for Deep Learning: A Survey.☆58Updated 3 months ago
- Code and data for AAAI 2022 paper "Multilingual Code Snippets Training for Program Translation"☆9Updated 2 years ago
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆12Updated 2 years ago
- A list of papers and resources dedicated to code generation☆12Updated last year
- ☆111Updated last year
- 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 is the benchmark for source code summarization on C language☆23Updated 3 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆61Updated 2 years ago
- Deep Just-In-Time Inconsistency Detection Between Comments and Source Code: Artifact☆21Updated 2 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆186Updated 2 years ago