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Code Classification

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Showing 1–39 of 39 papers

TitleStatusHype
Federated Learning for ICD Classification with Lightweight Models and Pretrained Embeddings—0
CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs towards CWE DetectionCode1
ORIGAMI: A generative transformer architecture for predictions from semi-structured data—0
Large Language Model in Medical Informatics: Direct Classification and Enhanced Text Representations for Automatic ICD Coding—0
More Questions than Answers? Lessons from Integrating Explainable AI into a Cyber-AI Tool—0
Enhancing Source Code Classification Effectiveness via Prompt Learning Incorporating Knowledge FeaturesCode0
Graph Convolutions Enrich the Self-Attention in Transformers!Code1
Sparse Attention-Based Neural Networks for Code Classification—0
A General-Purpose Self-Supervised Model for Computational PathologyCode1
Replication and Extension of Schnappinger’s Study on Human-level Ordinal Maintainability Prediction Based on Static Code Metrics—0
Understanding Programs by Exploiting (Fuzzing) Test CasesCode1
InProC: Industry and Product/Service Code Classification—0
The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code ClassificationCode0
Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code ClassificationCode1
xASTNN: Improved Code Representations for Industrial Practice—0
Boosting Source Code Learning with Text-Oriented Data Augmentation: An Empirical Study—0
On the Effectiveness of Hybrid Pooling in Mixup-Based Graph Learning for Language ProcessingCode0
MIXCODE: Enhancing Code Classification by Mixup-Based Data AugmentationCode1
Adding Context to Source Code Representations for Deep Learning—0
CodeS: Towards Code Model Generalization Under Distribution ShiftCode0
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations—0
Towards Using Data-Influence Methods to Detect Noisy Samples in Source Code Corpora—0
Data Quality Estimation Framework for Faster Tax Code Classification—0
ICDBigBird: A Contextual Embedding Model for ICD Code Classification—0
Accelerating Code Search with Deep Hashing and Code Classification—0
Learning Program Semantics with Code Representations: An Empirical StudyCode1
Semantic Code Classification for Automated Machine LearningCode0
Energy-bounded Learning for Robust Models of Code—0
Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding—0
Classification of Goods Using Text Descriptions With Sentences Retrieval—0
Code2Snapshot: Using Code Snapshots for Learning Representations of Source Code—0
CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding TasksCode2
Supervised Learning in the Presence of Noise: Application in ICD-10 Code Classification—0
Toward Semi-Automatic Misconception Discovery Using Code Embeddings—0
InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees—0
Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers—0
Embedding Java Classes with code2vec: Improvements from Variable ObfuscationCode1
SCC: Automatic Classification of Code SnippetsCode0
Machine Learning Based Source Code Classification Using Syntax Oriented Features—0
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