Jannik Kossen
University of Oxford(GB)
Publications by Year
Research Areas
Topic Modeling, Machine Learning and Algorithms, Explainable Artificial Intelligence (XAI), Machine Learning and Data Classification, Natural Language Processing Techniques
Most-Cited Works
- → Detecting hallucinations in large language models using semantic entropy(2024)491 cited
- → Global green hydrogen-based steel opportunities surrounding high quality renewable energy and iron ore deposits(2023)190 cited
- → Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning(2021)43 cited
- → Structured Object-Aware Physics Prediction for Video Modeling and Planning(2019)18 cited
- → Active Testing: Sample-Efficient Model Evaluation(2021)14 cited
- → Three Towers: Flexible Contrastive Learning with Pretrained Image Models(2023)4 cited
- → In-Context Learning Learns Label Relationships but Is Not Conventional Learning(2023)4 cited
- → Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation(2022)4 cited
- → Estimating the Hallucination Rate of Generative AI(2024)4 cited