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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

Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning AAAI 2021
TFix: Learning to Fix Coding Errors with a Text-to-Text Transformer ICML 2021
Unified Pre-training for Program Understanding and Generation NAACL 2021
DIRECT : A Transformer-based Model for Decompiled Identifier Renaming IJCNLP 2021
Time-Efficient Code Completion Model for the R Programming Language IJCNLP 2021
CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model ACL 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models EMNLP 2021
APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model EMNLP 2021
Recurrent Nested Model for Sequence Generation AAAI 2020
Learning to Update Natural Language Comments Based on Code Changes ACL 2020
Semantic Scaffolds for Pseudocode-to-Code Generation ACL 2020
TreeGen: A Tree-Based Transformer Architecture for Code Generation AAAI 2020
Incorporating External Knowledge through Pre-training for Natural Language to Code Generation ACL 2020
Towards Context-Aware Code Comment Generation EMNLP 2020
PyMT5: multi-mode translation of natural language and Python code with transformers EMNLP 2020
Structural Language Models of Code ICML 2020
Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis NIPS 2020
NL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language Questions EMNLP 2019
Graph Enhanced Cross-Domain Text-to-SQL Generation EMNLP 2019
JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation EMNLP 2019
Reranking for Neural Semantic Parsing ACL 2019
Code Generation as a Dual Task of Code Summarization NIPS 2019
Learning Programmatic Idioms for Scalable Semantic Parsing EMNLP 2019
SPoC: Search-based Pseudocode to Code NIPS 2019
A Grammar-Based Structural CNN Decoder for Code Generation AAAI 2019