squaresLab / VarCLR
VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning
☆38Updated 2 years ago
Alternatives and similar repositories for VarCLR:
Users that are interested in VarCLR are comparing it to the libraries listed below
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆53Updated 6 months ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆83Updated 3 years ago
- ☆43Updated 2 years ago
- Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)☆41Updated 3 years ago
- Learning to Update Natural Language Comments Based on Code Changes: Artifact☆33Updated 4 years ago
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆58Updated 3 years ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆52Updated 10 months ago
- ☆40Updated 5 months ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆165Updated 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
- This repo is the benchmark for source code summarization on C language☆25Updated 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 3 years ago
- Deep Just-In-Time Inconsistency Detection Between Comments and Source Code: Artifact☆21Updated 2 years ago
- Code for the paper "A Structural Model for Contextual Code Changes"☆30Updated last year
- 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
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Updated 3 years ago
- Code for generating the JuICe dataset.☆36Updated 3 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆187Updated 2 years ago
- JEMMA: An Extensible Java dataset for Many ML4Code Applications☆20Updated 2 years ago
- Code for "Deep Graph Matching and Searching for Semantic Code Retrieval"☆24Updated 3 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆90Updated 2 years ago
- ☆5Updated last year
- CoditT5: Pretraining for Source Code and Natural Language Editing☆28Updated last month
- Replication package for ICSE2022 paper: On the Evaluation of Neural Code Summarization☆28Updated 2 years ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆68Updated 3 years ago
- code for "Learning to Represent Programs with Heterogeneous Graphs"☆12Updated 2 years ago
- code for "Implant Global and Local Hierarchy Information to Sequence based Code Representation Models"☆12Updated 2 months ago
- Code and data for ACL20 paper "Incorporating External Knowledge through Pre-training for Natural Language to Code Generation"☆95Updated last year
- A benchmark for evaluating embeddings of identifiers in source code.☆22Updated 3 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆44Updated 6 months ago