Identify algorithmic structures in source code using Abstract Syntax Trees (ASTs) and a CodeBERTa-based classifier. Combines syntactic analysis with transformer embeddings for structure classification from small datasets.
machine-learning research deep-learning code-analysis transformers ast dissertation program-analysis source-code sequence-classification abstract-syntax-tree msc-project multi-class-classification bert-model huggingface model-fine-tuning codeberta nlp-on-code code-classification
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Updated
Jun 21, 2025 - Java