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Systematic Literature Review

Papers

Showing 150 of 337 papers

TitleStatusHype
When LLMs Meet Cybersecurity: A Systematic Literature ReviewCode5
A foundation model for human-AI collaboration in medical literature miningCode4
A Survey on Large Language Models for Code GenerationCode2
Numerical Association Rule Mining: A Systematic Literature ReviewCode2
A Survey on 3D Egocentric Human Pose EstimationCode2
BuildingView: Constructing Urban Building Exteriors Databases with Street View Imagery and Multimodal Large Language ModeCode1
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental EvaluationCode1
Online Continual Learning: A Systematic Literature Review of Approaches, Challenges, and BenchmarksCode1
Deep Learning for Anomaly Detection in Log Data: A SurveyCode1
Problematic Machine Behavior: A Systematic Literature Review of Algorithm AuditsCode1
Explicit and Implicit Representations in AI-based 3D Reconstruction for Radiology: A Systematic ReviewCode1
Deep Learning for Predictive Business Process Monitoring: Review and BenchmarkCode1
Large Language Models for Software Engineering: A Systematic Literature ReviewCode1
Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible EvaluationCode1
Deep Learning for Android Malware Defenses: a Systematic Literature ReviewCode1
Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature ReviewCode0
The Media Bias Taxonomy: A Systematic Literature Review on the Forms and Automated Detection of Media BiasCode0
What do we know about Hugging Face? A systematic literature review and quantitative validation of qualitative claimsCode0
Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark DatasetsCode0
Large Language Models in Computer Science Education: A Systematic Literature ReviewCode0
Learning Software Configuration Spaces: A Systematic Literature ReviewCode0
AI-driven Personalized Privacy Assistants: a Systematic Literature ReviewCode0
How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature ReviewCode0
Machine learning for the diagnosis of Parkinson's disease: A systematic reviewCode0
A Comprehensive Survey of Logging in Software: From Logging Statements Automation to Log Mining and AnalysisCode0
Hybrid Recommender Systems: A Systematic Literature ReviewCode0
A Meta-analytical Comparison of Naive Bayes and Random Forest for Software Defect PredictionCode0
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and ChallengesCode0
Towards Human-centered Explainable AI: A Survey of User Studies for Model ExplanationsCode0
Towards Systematic Monolingual NLP Surveys: GenA of Greek NLPCode0
Divided by discipline? A systematic literature review on the quantification of online sexism and misogyny using a semi-automated approachCode0
A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TARCode0
Empathy Detection from Text, Audiovisual, Audio or Physiological Signals: A Systematic Review of Task Formulations and Machine Learning MethodsCode0
Ideological Orientation and Extremism Detection in Online Social Networking Sites: A Systematic ReviewCode0
Conversational Process Modeling: Can Generative AI Empower Domain Experts in Creating and Redesigning Process Models?Code0
Best Practices for Responsible Machine Learning in Credit ScoringCode0
Application of Transformers based methods in Electronic Medical Records: A Systematic Literature ReviewCode0
Data Cleaning and Machine Learning: A Systematic Literature ReviewCode0
A systematic review of open data in agricultureCode0
A Systematic Literature Review of Automated ICD Coding and Classification Systems using Discharge SummariesCode0
Deep Natural Language Feature Learning for Interpretable PredictionCode0
Self-Admitted Technical Debt Detection Approaches: A Decade Systematic ReviewCode0
Automating Code-Related Tasks Through Transformers: The Impact of Pre-trainingCode0
Evolution of ESG-focused DLT Research: An NLP Analysis of the LiteratureCode0
Finding Better Active Learners for Faster Literature ReviewsCode0
Generative AI and Creativity: A Systematic Literature Review and Meta-AnalysisCode0
Swiss Cheese Model for AI Safety: A Taxonomy and Reference Architecture for Multi-Layered Guardrails of Foundation Model Based AgentsCode0
Automation of Citation Screening for Systematic Literature Reviews using Neural Networks: A Replicability StudyCode0
Large Language Models for Cyber Security: A Systematic Literature ReviewCode0
Application of Artificial Intelligence and Machine Learning in Libraries: A Systematic Review0
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