Korbinian Randl

According to our database, Korbinian Randl authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Automotive fault nowcasting with machine learning and natural language processing.

John Pavlopoulos, Alv Romell, Jacob Curman, Olof Steinert, Tony Lindgren, Markus Borg, Korbinian Randl

Mach. Learn., February, 2024

Evaluating the Reliability of Self-Explanations in Large Language Models.

Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren

CoRR, 2024

LongDoc Summarization using Instruction-tuned Large Language Models for Food Safety Regulations.

Guido Rocchietti, Cosimo Rulli, Korbinian Randl, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani, Manos Karvounis, Jakub Janostik

Proceedings of the 14th Italian Information Retrieval Workshop, 2024

CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification.

Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Early prediction of the risk of ICU mortality with Deep Federated Learning.

Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski, Ioanna Miliou

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023