A syntactic neural model for parsing natural language to executable code
☆186Nov 12, 2022Updated 3 years ago
Alternatives and similar repositories for NL2code
Users that are interested in NL2code are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A general-purpose neural semantic parser for mapping natural language queries into machine executable code☆465Nov 12, 2022Updated 3 years ago
- A code generation dataset for generating the code that implements Hearthstone and Magic The Gathering card effects.☆245Dec 8, 2017Updated 8 years ago
- ☆28Apr 4, 2022Updated 4 years ago
- Baseline for the Conala: Code/Natural Language Challenge☆61Oct 20, 2021Updated 4 years ago
- ☆155Nov 9, 2019Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for paper "Lancer: Your Code Tell Me What You Need"☆11Jun 17, 2022Updated 3 years ago
- Parse natural language into executable programs☆63Sep 19, 2017Updated 8 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆91May 31, 2022Updated 3 years ago
- ☆167Aug 2, 2018Updated 7 years ago
- Learning a Neural Semantic Parser with User Feedback☆75Aug 23, 2017Updated 8 years ago
- StaQC: a systematically mined dataset containing around 148K Python and 120K SQL domain question-code pairs, as described in "StaQC: A Sy…☆172Aug 28, 2021Updated 4 years ago
- Preprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.☆211Jul 13, 2020Updated 5 years ago
- ☆43Mar 6, 2017Updated 9 years ago
- Contests based Dataset for Code Generation☆13Dec 11, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆19Jul 1, 2018Updated 7 years ago
- Program Synthesis☆150Mar 8, 2021Updated 5 years ago
- A CNN model for code generation.☆96Jan 31, 2020Updated 6 years ago
- An algorithm for cross-domain NL2SQL☆289Jul 22, 2023Updated 2 years ago
- ☆54Nov 7, 2020Updated 5 years ago
- PyTorch library for synthesizing programs from natural language☆18Jul 25, 2024Updated last year
- SyntaxSQLNet: Syntax Tree Networks for Complex and Cross Domain Text-to-SQL Task☆137Mar 22, 2022Updated 4 years ago
- Lyra: A Benchmark for Turducken-Style Code Generation☆15Apr 22, 2022Updated 3 years ago
- Author implementation of the paper "Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing"☆18Nov 2, 2018Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A pytorch implementation of Abstract Syntax Networks☆12Jun 27, 2025Updated 9 months ago
- Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with appl…☆384Nov 21, 2022Updated 3 years ago
- DuoRAT is a ServiceNow Research project that was started at Element AI.☆56Jul 25, 2023Updated 2 years ago
- Tree-LSTM + Self-Structured Attention -- a method to summarize textual data by topics☆10Apr 26, 2018Updated 7 years ago
- Code and data for ACL20 paper "Incorporating External Knowledge through Pre-training for Natural Language to Code Generation"☆97Sep 22, 2025Updated 6 months ago
- A set of tools for extracting tokens and ASTs from code☆22Jun 5, 2018Updated 7 years ago
- ☆45May 22, 2019Updated 6 years ago
- Mapping Language to Code in a Programmatic Context☆80Jan 27, 2021Updated 5 years ago
- Demonstration of the path-extraction process shown in the paper "A General Path-Based Representation for Predicting Program Properties"☆24Aug 21, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Search-based-Neural-Structured-Learning-for-Sequential-Question-Answering☆33Jun 12, 2023Updated 2 years ago
- Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper☆120Jul 19, 2016Updated 9 years ago
- TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation☆113Apr 15, 2022Updated 3 years ago
- Materials from the ACL 2018 tutorial on neural semantic parsing☆404Jul 17, 2018Updated 7 years ago
- Query-Reduction Networks (QRN)☆138Dec 20, 2017Updated 8 years ago
- Django Dataset for Code Translation Tasks☆31Feb 21, 2018Updated 8 years ago
- Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs(EMNLP2019)☆19Dec 3, 2019Updated 6 years ago