neulab / external-knowledge-codegen
Code and data for ACL20 paper "Incorporating External Knowledge through Pre-training for Natural Language to Code Generation"
☆95Updated last year
Alternatives and similar repositories for external-knowledge-codegen:
Users that are interested in external-knowledge-codegen are comparing it to the libraries listed below
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆90Updated 2 years ago
- A repository with the code for the paper with the same title☆74Updated 5 years ago
- Learning to Update Natural Language Comments Based on Code Changes: Artifact☆33Updated 4 years ago
- ☆43Updated 2 years ago
- Django Dataset for Code Translation Tasks☆31Updated 6 years ago
- Code for generating the JuICe dataset.☆36Updated 3 years ago
- Code for the ICLR 2019 paper "Learning to Represent Edits"☆12Updated 2 years ago
- Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)☆41Updated 3 years ago
- ☆28Updated 2 years ago
- ☆19Updated 2 years ago
- A plugin for code generation in PyCharm/IntelliJ using tranX☆35Updated 2 years ago
- Mapping Language to Code in a Programmatic Context☆78Updated 4 years ago
- Code for "CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning" (WWW 2019)☆36Updated 4 years ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆100Updated 2 years ago
- PyTorch port of the paper "Language to Logical Form with Neural Attention"☆38Updated 5 years ago
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆53Updated 5 months ago
- Lyra: A Benchmark for Turducken-Style Code Generation☆15Updated 2 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆44Updated 6 months ago
- source code for 'Improving automatic source code summarization via deep reinforcement learning'☆77Updated 3 years ago
- StaQC: a systematically mined dataset containing around 148K Python and 120K SQL domain question-code pairs, as described in "StaQC: A Sy…☆168Updated 3 years ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated 2 years ago
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆192Updated 2 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
- Submission to ICLR☆46Updated last year
- VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning☆38Updated 2 years ago
- Baseline for the Conala: Code/Natural Language Challenge☆61Updated 3 years ago
- ☆22Updated 5 years ago
- Replication of the paper "Structured Neural Summarization" which uses Graph Neural Networks and Seq2Seq models to summarize natural langu…☆21Updated 5 years ago
- Model-based Interactive Semantic Parsing (MISP) framework☆53Updated 6 months ago