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Code Generation

42 directly classified papers

Papers per year

Papers

CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing EMNLP 2024
LeDex: Training LLMs to Better Self-Debug and Explain Code NIPS 2024
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness NIPS 2024
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages EACL 2023
LEVER: Learning to Verify Language-to-Code Generation with Execution ICML 2023
CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models AAAI 2023
Large Language Models Meet NL2Code: A Survey ACL 2023
The impact of lexical and grammatical processing on generating code from natural language ACL 2022
Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation ACL 2021
PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context ACL 2021
TAG : Type Auxiliary Guiding for Code Comment Generation ACL 2020
Pointing to Subwords for Generating Function Names in Source Code COLING 2020
Incorporating External Knowledge through Pre-training for Natural Language to Code Generation ACL 2020
TreeGen: A Tree-Based Transformer Architecture for Code Generation AAAI 2020
JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation EMNLP 2019
Learning Programmatic Idioms for Scalable Semantic Parsing EMNLP 2019
A Syntactic Neural Model for General-Purpose Code Generation ACL 2017