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Systematic Literature Review

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TitleStatusHype
Systematic Literature Review of Vision-Based Approaches to Outdoor Livestock Monitoring with Lessons from Wildlife Studies—0
Systematic Literature Review on Application of Machine Learning in Continuous Integration—0
Systematic Literature Review on Application of Learning-based Approaches in Continuous Integration—0
Conversational Process Modeling: Can Generative AI Empower Domain Experts in Creating and Redesigning Process Models?Code0
Large Language Models in Computer Science Education: A Systematic Literature ReviewCode0
Generative AI and Creativity: A Systematic Literature Review and Meta-AnalysisCode0
Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark DatasetsCode0
Evolution of ESG-focused DLT Research: An NLP Analysis of the LiteratureCode0
Data Cleaning and Machine Learning: A Systematic Literature ReviewCode0
Learning Software Configuration Spaces: A Systematic Literature ReviewCode0
A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TARCode0
Towards Systematic Monolingual NLP Surveys: GenA of Greek NLPCode0
Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature ReviewCode0
How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature ReviewCode0
Best Practices for Responsible Machine Learning in Credit ScoringCode0
Automation of Citation Screening for Systematic Literature Reviews using Neural Networks: A Replicability StudyCode0
Automating Code-Related Tasks Through Transformers: The Impact of Pre-trainingCode0
Deep Natural Language Feature Learning for Interpretable PredictionCode0
Application of Transformers based methods in Electronic Medical Records: A Systematic Literature ReviewCode0
Self-Admitted Technical Debt Detection Approaches: A Decade Systematic ReviewCode0
A systematic review of open data in agricultureCode0
What do we know about Hugging Face? A systematic literature review and quantitative validation of qualitative claimsCode0
Hybrid Recommender Systems: A Systematic Literature ReviewCode0
Divided by discipline? A systematic literature review on the quantification of online sexism and misogyny using a semi-automated approachCode0
Ideological Orientation and Extremism Detection in Online Social Networking Sites: A Systematic ReviewCode0
The Media Bias Taxonomy: A Systematic Literature Review on the Forms and Automated Detection of Media BiasCode0
Machine learning for the diagnosis of Parkinson's disease: A systematic reviewCode0
A Meta-analytical Comparison of Naive Bayes and Random Forest for Software Defect PredictionCode0
Finding Better Active Learners for Faster Literature ReviewsCode0
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and ChallengesCode0
A Comprehensive Survey of Logging in Software: From Logging Statements Automation to Log Mining and AnalysisCode0
AI-driven Personalized Privacy Assistants: a Systematic Literature ReviewCode0
Empathy Detection from Text, Audiovisual, Audio or Physiological Signals: A Systematic Review of Task Formulations and Machine Learning MethodsCode0
Swiss Cheese Model for AI Safety: A Taxonomy and Reference Architecture for Multi-Layered Guardrails of Foundation Model Based AgentsCode0
Large Language Models for Cyber Security: A Systematic Literature ReviewCode0
Towards Human-centered Explainable AI: A Survey of User Studies for Model ExplanationsCode0
A Systematic Literature Review of Automated ICD Coding and Classification Systems using Discharge SummariesCode0
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