Papers Code Translation
“Code Translation” 태그가 달린 논문 144편 · 필터 해제
CodeBLEU: a Method for Automatic Evaluation of Code Synthesis
Evaluation metrics play a vital role in the growth of an area as it defines the standard of distinguishing between good and bad models. In the area of code synthesis, the commonly used evaluation metric is BLEU or perfec…
Code TranslationTranslationGraphCodeBERT: Pre-training Code Representations with Data Flow
Pre-trained models for programming language have achieved dramatic empirical improvements on a variety of code-related tasks such as code search, code completion, code summarization, etc. However, existing pre-trained mo…
Clone DetectionCode CompletionCode SearchCode Summarization+6Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization
We focus on prediction problems with structured outputs that are subject to output validity constraints, e.g. pseudocode-to-code translation where the code must compile. While labeled input-output pairs are expensive to …
Code TranslationDenoisingImage GenerationTranslationUnsupervised Translation of Programming Languages
A transcompiler, also known as source-to-source translator, is a system that converts source code from a high-level programming language (such as C++ or Python) to another. Transcompilers are primarily used for interoper…
Code TranslationMachine TranslationTranslationUnsupervised Machine Translation