Christian Bauckhage
Rheinische Friedrich-Wilhelms-Universität Bonn
H-index: 51
Europe-Germany
Top articles of Christian Bauckhage
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Uncovering Inconsistencies and Contradictions in Financial Reports using Large Language Models | Tobias Deußer David Leonhard Lars Hillebrand Armin Berger Mohamed Khaled | 2023/12/15 | |
Super Simple Quantum Bayesian Networks (Part 1) | Christian Bauckhage | 2023 | |
Informed named entity recognition decoding for generative language models | arXiv preprint arXiv:2308.07791 | Tobias Deußer Lars Hillebrand Christian Bauckhage Rafet Sifa | 2023/8/15 |
Model-agnostic Body Part Relevance Assessment for Pedestrian Detection | arXiv preprint arXiv:2311.15679 | Maurice Günder Sneha Banerjee Rafet Sifa Christian Bauckhage | 2023/11/27 |
A Primer on Probabilistic Reasoning with Quantum Circuits | Christian Bauckhage | 2023 | |
How Does Knowledge Injection Help in Informed Machine Learning? | Laura von Rüden Jochen Garcke Christian Bauckhage | 2023/8/2 | |
SugarViT--Multi-objective Regression of UAV Images with Vision Transformers and Deep Label Distribution Learning Demonstrated on Disease Severity Prediction in Sugar Beet | arXiv preprint arXiv:2311.03076 | Maurice Günder Facundo Ramón Ispizua Yamati Abel Andree Barreto Alcántara Anne-Katrin Mahlein Rafet Sifa | 2023/11/6 |
Qubits as Bernoulli Random Variables | Christian Bauckhage | 2023 | |
Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021) | International Journal of Computer Vision | Christian Bauckhage Wolfgang Förstner Juergen Gall Michael Möller Alexander Schwing | 2023/5 |
Solving Subset Sum Problems using Binary Optimization with Applications in Auditing and Financial Data Analysis | Authorea Preprints | David Biesner Rafet Sifa Christian Bauckhage | 2023/10/30 |
Controlled Randomness Improves the Performance of Transformer Models | arXiv preprint arXiv:2310.13526 | Tobias Deußer Cong Zhao Wolfgang Krämer David Leonhard Christian Bauckhage | 2023/10/20 |
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization | arXiv preprint arXiv:2210.01241 | Rajkumar Ramamurthy Prithviraj Ammanabrolu Kianté Brantley Jack Hessel Rafet Sifa | 2022/10/3 |
An empirical evaluation of the Rashomon effect in explainable machine learning | Sebastian Müller Vanessa Toborek Katharina Beckh Matthias Jakobs Christian Bauckhage | 2023/9/17 | |
Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models | Armin Berger Lars Hillebrand David Leonhard Tobias Deußer Thiago Bell Felix De Oliveira | 2023/12/15 | |
Contradiction detection in financial reports | Proceedings of the Northern Lights Deep Learning Workshop | Tobias Deußer Maren Pielka Lisa Pucknat Basil Jacob Tim Dilmaghani | 2023/1/23 |
Improving zero-shot text matching for financial auditing with large language models | Lars Hillebrand Armin Berger Tobias Deußer Tim Dilmaghani Mohamed Khaled | 2023/8/22 | |
ML2R Coding Nuggets Intersection String Kernels for Language Processing | representations | Christian Bauckhage | 2022 |
Sicherheit von Quantum Machine Learning | Wirtschaftsinformatik & Management | Eldar Sultanow Christian Bauckhage Christian Knopf Nico Piatkowski | 2022/4 |
Towards bundle adjustment for satellite imaging via quantum machine learning | Nico Piatkowski Thore Gerlach Romain Hugues Rafet Sifa Christian Bauckhage | 2022/7/4 | |
A new aligned simple German corpus | Vanessa Toborek Moritz Busch Malte Boßert Christian Bauckhage Pascal Welke | 2023 |
Co-Authors
