Papers Text-to-Code Generation

“Text-to-Code Generation” 태그가 달린 논문 23편 · 필터 해제

Compilable Neural Code Generation with Compiler Feedback

2022-03-10 · Findings (ACL) 2022 5 · Xin Wang, Yasheng Wang, Yao Wan, Fei Mi 외

Automatically generating compilable programs with (or without) natural language descriptions has always been a touchstone problem for computational linguistics and automated software engineering. Existing deep-learning a…

Code Completion Code Generation Decoder Language Modeling+3

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

2021-09-02 · EMNLP 2021 11 · Yue Wang, Weishi Wang, Shafiq Joty, Steven C. H. Hoi

Pre-trained models for Natural Languages (NL) like BERT and GPT have been recently shown to transfer well to Programming Languages (PL) and largely benefit a broad set of code-related tasks. Despite their success, most c…

Clone Detection Code Generation Code Summarization Code Translation+4

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

2021-02-09 · Shuai Lu, Daya Guo, Shuo Ren, JunJie Huang 외

Benchmark datasets have a significant impact on accelerating research in programming language tasks. In this paper, we introduce CodeXGLUE, a benchmark dataset to foster machine learning research for program understandin…

BIG-bench Machine Learning Clone Detection Cloze Test Code Completion+9