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Found 3 papers, 1 papers with code
Generalizability of Code Clone Detection on CodeBERT
Transformer networks such as CodeBERT already achieve outstanding results for code clone detection in benchmark datasets, so one could assume that this task has already been solved.
Cross-Domain Evaluation of a Deep Learning-Based Type Inference System
Through our experiments, we detect that the shifts in the dataset and the long-tailed distribution with many rare and unknown data types decrease the performance of the deep learning-based type inference system drastically.
Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity
We discovered that domain adaptation works very well for fine-grained recognition and that the normalization methods have a great influence on the results.
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