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

CERT: Continual Pre-training on Sketches for Library-oriented Code Generation IJCAI 2022

Explainable Natural Language to Bash Translation using Abstract Syntax Tree EMNLP 2021

CoTexT: Multi-task Learning with Code-Text Transformer IJCNLP 2021

Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ACL 2021

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation ACL 2021

Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data ACL 2021

Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors ACL 2021

CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model IJCNLP 2021

Retrieval Augmented Code Generation and Summarization EMNLP 2021

CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021

Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy EMNLP 2021

TreeBERT: A tree-based pre-trained model for programming language UAI 2021

Break-It-Fix-It: Unsupervised Learning for Program Repair ICML 2021

Exploring Dynamic Selection of Branch Expansion Orders for Code Generation IJCNLP 2021

DOBF: A Deobfuscation Pre-Training Objective for Programming Languages NIPS 2021

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation EMNLP 2021

Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data IJCNLP 2021

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation IJCNLP 2021

PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair NIPS 2021

PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context IJCNLP 2021

Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation ACL 2021

ConTest: A Unit Test Completion Benchmark featuring Context IJCNLP 2021

PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context ACL 2021

ConTest: A Unit Test Completion Benchmark featuring Context ACL 2021

Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing EMNLP 2021