Fraunhofer-Gesellschaft
Working Student in the Field of NLP(m/w/x)
Part-timeWorking StudentOn-site
Darmstadt
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FRFraunhofer-Gesellschaft
Master's Thesis: Explainability of Transformer Models in Authorship Verification(m/w/x)
Darmstadt
Part-timeOn-site
AI/ML
Data Science
Nejo AI Summary
Applying and adapting interpretability methods for advanced neural networks in authorship verification, creating visualizations at an application-oriented research institute. Strong Python skills with PyTorch/HuggingFace experience preferred, Machine Learning and NLP knowledge essential. Independent work schedule management.
Requirements
- Knowledge in Machine Learning, ideally NLP and Transformer models
- Very good Python skills, preferably PyTorch or HuggingFace experience
- Motivation for current explainability approaches
- Scientific interest in modern AI evaluation metrics
Tasks
- Apply existing explainability methods to newer models
- Adapt explainability methods as necessary
- Extend methods for non-expert understanding
- Create visualizations for method explainability
- Automate extraction of important input data
- Implement current authorship verification models
- Research novel explainability methods
- Implement novel explainability methods for transformers
- Evaluate novel explainability methods in detail
- Compare methods with existing state-of-the-art approaches
- Conduct evaluations on standard datasets (e.g., PAN)
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Machine Learning
- NLP
- Transformer models
- Python
- PyTorch
- HuggingFace
Benefits
Flexible Working
- Independent work schedule management
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Fraunhofer-Gesellschaft and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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FRFraunhofer-Gesellschaft
Master's Thesis: Explainability of Transformer Models in Authorship Verification(m/w/x)
Darmstadt
Part-timeOn-site
AI/ML
Data Science
Nejo AI Summary
Applying and adapting interpretability methods for advanced neural networks in authorship verification, creating visualizations at an application-oriented research institute. Strong Python skills with PyTorch/HuggingFace experience preferred, Machine Learning and NLP knowledge essential. Independent work schedule management.
Requirements
- Knowledge in Machine Learning, ideally NLP and Transformer models
- Very good Python skills, preferably PyTorch or HuggingFace experience
- Motivation for current explainability approaches
- Scientific interest in modern AI evaluation metrics
Tasks
- Apply existing explainability methods to newer models
- Adapt explainability methods as necessary
- Extend methods for non-expert understanding
- Create visualizations for method explainability
- Automate extraction of important input data
- Implement current authorship verification models
- Research novel explainability methods
- Implement novel explainability methods for transformers
- Evaluate novel explainability methods in detail
- Compare methods with existing state-of-the-art approaches
- Conduct evaluations on standard datasets (e.g., PAN)
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Machine Learning
- NLP
- Transformer models
- Python
- PyTorch
- HuggingFace
Benefits
Flexible Working
- Independent work schedule management
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Fraunhofer-Gesellschaft and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
Fraunhofer-Gesellschaft
Industry
Research
Description
Das Unternehmen ist eine der führenden Organisationen für anwendungsorientierte Forschung mit 76 Instituten in Deutschland.
Not a perfect match?
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