Enkelejda Kasneci

1. ChatGPT for good? On opportunities and challenges of large language models for education
   2023/03/09 by Enkelejda Kasneci, Kathrin Sessler, Kathrin Seßler +23 · 190 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Online Learning and Analytics #Topic Modeling
2. A Consistent and Efficient Evaluation Strategy for Attribution Methods
   2022/02/01 by Yao Rong, Tobias Leemann, Rong, Yao +7 · 11 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Graph Neural Networks #Visual Attention and Saliency Detection
3. Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs
   2023/02/06 by Michael Kirchhof, Enkelejda Kasneci, Kirchhof, Michael +3 · 4 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
4. Can AI grade your essays? A comparative analysis of large language models and teacher ratings in multidimensional essay scoring
   2024/11/25 by Kathrin Seßler, Maurice Fürstenberg, Seßler, Kathrin +5 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
5. User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT
   2024/02/03 by Anna Bodonhelyi, Bodonhelyi, Anna, Efe Bozkir +7 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Topic Modeling
6. Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents
   2025/05/28 by Michael Kirchhof, Gjergji Kasneci, Kirchhof, Michael +3 · 1 voice · 7 citations
   #cs.LG #cs.AI #cs.CL
7. Bayesian Identification of Fixations, Saccades, and Smooth Pursuits
   2015/11/24 by Thiago Santini, Santini, Thiago, Wolfgang Fuhl +5 · 1 citation
   Computer Science · Medicine · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Glaucoma and retinal disorders #I.5.1 #I.6.4 #J.7
8. Driver Drowsiness Classification Based on Eye Blink and Head Movement\n Features Using the k-NN Algorithm
   2020/09/28 by Mariella Dreißig, Mohamed Hedi Baccour, Dreissig, Mariella +5 · 1 citation
   Psychology · #Sleep and Work-Related Fatigue #Safety Warnings and Signage #Ergonomics and Musculoskeletal Disorders
9. Modeling Challenging Patient Interactions: LLMs for Medical Communication Training
   2025/03/28 by Anna Bodonhelyi, Christian Stegemann–Philipps, Bodonhelyi, Anna +15 · 4 citations
   Medicine · Computer Science · Psychology · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Digital Mental Health Interventions
10. A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning
    2022/07/08 by Michael Kirchhof, Kirchhof, Michael, Karsten Roth +5 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
11. DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection
    2023/05/24 by Yao Rong, Xiangyu Wei, Rong, Yao +7 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
12. URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates
    2023/07/07 by Michael Kirchhof, Bálint Mucsányi, Kirchhof, Michael +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
13. Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiers
    2024/11/03 by Gjergji Kasneci, Kasneci, Gjergji, Enkelejda Kasneci +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
14. The safety failures we are not instrumenting: a perspective on hidden safety-critical challenges in modern AI systems
    2026/07/21 by Gjergji Kasneci, Enkelejda Kasneci
    #cs.CY #cs.AI #cs.HC