AI & ML interests
Language Models for Code
Recent Activity
Papers
Investigating Autonomous Agent Contributions in the Wild: Activity Patterns and Code Change over Time
Code4MeV2: a Research-oriented Code-completion Platform
STACC: a set of SentenceTransformer Assisted Comment Classifiers 📚
BinT5: Binary Code Summarisation Models
Models for the 2024-Q4 BSc. Research Project: "Architectural Decisions for Language Modelling with Small Transformers".
Collection for the paper titled "How Much Do Code Language Models Remember? An Investigation on Data Extraction Attacks before and after Fine-tuning"
Collection of models for the course. Naming convention: ML4SE23_G{group_number}_{model_name}
Models for the paper: "A Transformer-Based Approach for Smart Invocation of Automatic Code Completion" – https://arxiv.org/abs/2405.14753
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AISE-TUDelft/CodeBERTa-ft-coco-1e-05lr
Text Classification • 83.5M • Updated • 6 -
AISE-TUDelft/CodeBERTa-ft-coco-2e-05lr
Text Classification • 83.5M • Updated • 4 -
AISE-TUDelft/CodeBERTa-ft-coco-5e-05lr
Text Classification • 83.5M • Updated • 3 -
AISE-TUDelft/JonBERTa-head-ft-coco
Text Classification • 83.5M • Updated • 4
Collection for the paper titled "How Much Do Code Language Models Remember? An Investigation on Data Extraction Attacks before and after Fine-tuning"
STACC: a set of SentenceTransformer Assisted Comment Classifiers 📚
Collection of models for the course. Naming convention: ML4SE23_G{group_number}_{model_name}
BinT5: Binary Code Summarisation Models
Models for the paper: "A Transformer-Based Approach for Smart Invocation of Automatic Code Completion" – https://arxiv.org/abs/2405.14753
-
AISE-TUDelft/CodeBERTa-ft-coco-1e-05lr
Text Classification • 83.5M • Updated • 6 -
AISE-TUDelft/CodeBERTa-ft-coco-2e-05lr
Text Classification • 83.5M • Updated • 4 -
AISE-TUDelft/CodeBERTa-ft-coco-5e-05lr
Text Classification • 83.5M • Updated • 3 -
AISE-TUDelft/JonBERTa-head-ft-coco
Text Classification • 83.5M • Updated • 4
Models for the 2024-Q4 BSc. Research Project: "Architectural Decisions for Language Modelling with Small Transformers".