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code generation

699 papers

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Also known as

NL2CODE CG

Co-occurring keywords

large language model (12755) benchmark evaluation (1539) program synthesis (231) language model (4573) question answering (2904) semantic parsing (955) in-context learning (1369) multi-agent system (1743) tabular datum (221) retrieval-augmented generation (1459)

Papers

JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation IJCNLP 2019
Coda: An End-to-End Neural Program Decompiler NIPS 2019
Learning Programmatic Idioms for Scalable Semantic Parsing IJCNLP 2019
NL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language Questions IJCNLP 2019
Write, Execute, Assess: Program Synthesis with a REPL NIPS 2019
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing ACL 2019
Program Synthesis and Semantic Parsing with Learned Code Idioms NIPS 2019
Mapping Language to Code in Programmatic Context EMNLP 2018
Retrieval-Based Neural Code Generation EMNLP 2018
Neural Semantic Parsing ACL 2018
A Retrieve-and-Edit Framework for Predicting Structured Outputs NIPS 2018
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation EMNLP 2018
Polyglot Semantic Parsing in APIs NAACL 2018
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks NIPS 2018
Modelling Natural Language, Programs, and their Intersection NAACL 2018
Automatic Program Synthesis of Long Programs with a Learned Garbage Collector NIPS 2018
Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data OSDI 2018
A Syntactic Neural Model for General-Purpose Code Generation ACL 2017
Learning Semantic Correspondences in Technical Documentation ACL 2017
Dialog for Language to Code IJCNLP 2017
Abstract Syntax Networks for Code Generation and Semantic Parsing ACL 2017
A Parallel Corpus of Python Functions and Documentation Strings for Automated Code Documentation and Code Generation IJCNLP 2017
PHOG: Probabilistic Model for Code ICML 2016
Learning to Construct Fast Signal Processing Implementations JMLR 2002