Bernhard Kratzwald

According to our database, Bernhard Kratzwald authored at least 21 papers between 2014 and 2024.

Collaborative distances:

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

2024

Explainable AI improves task performance in human-AI collaboration.

Julian Senoner, Simon Schallmoser, Bernhard Kratzwald, Stefan Feuerriegel, Torbjørn H. Netland

CoRR, 2024

2023

Addressing distributional shifts in operations management: The case of order fulfillment in customized production.

Julian Senoner, Bernhard Kratzwald, Milan Kuzmanovic, Torbjørn H. Netland, Stefan Feuerriegel

CoRR, 2023

2022

QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation.

Zhenrui Yue, Huimin Zeng, Bernhard Kratzwald, Stefan Feuerriegel, Dong Wang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Domain Adaptation in Neural Question Answering.

Bernhard Kratzwald

PhD thesis, 2021

WikidataComplete: KnowledgeGraph Completion using Question-Answering.

Kunpeng Guo, Bernhard Kratzwald, Dennis Diefenbach, Christophe Gravier

Proceedings of the ISWC 2021 Posters, 2021

Contrastive Domain Adaptation for Question Answering using Limited Text Corpora.

Zhenrui Yue, Bernhard Kratzwald, Stefan Feuerriegel

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Practical Annotation Strategies for Question Answering Datasets.

Bernhard Kratzwald, Xiang Yue, Huan Sun, Stefan Feuerriegel

CoRR, 2020

Learning a Cost-Effective Annotation Policy for Question Answering.

Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

IntKB: A Verifiable Interactive Framework for Knowledge Base Completion.

Bernhard Kratzwald, Kunpeng Guo, Stefan Feuerriegel, Dennis Diefenbach

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Sample Complexity Bounds for RNNs with Application to Combinatorial Graph Problems (Student Abstract).

Nil-Jana Akpinar, Bernhard Kratzwald, Stefan Feuerriegel

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization.

Bernhard Kratzwald, Stefan Feuerriegel

ACM Trans. Manag. Inf. Syst., 2019

Sample Complexity Bounds for Recurrent Neural Networks with Application to Combinatorial Graph Problems.

Nil-Jana Akpinar, Bernhard Kratzwald, Stefan Feuerriegel

CoRR, 2019

Learning from On-Line User Feedback in Neural Question Answering on the Web.

Bernhard Kratzwald, Stefan Feuerriegel

Proceedings of the World Wide Web Conference, 2019

RankQA: Neural Question Answering with Answer Re-Ranking.

Bernhard Kratzwald, Anna Eigenmann, Stefan Feuerriegel

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Deep learning for affective computing: Text-based emotion recognition in decision support.

Bernhard Kratzwald, Suzana Ilic, Mathias Kraus, Stefan Feuerriegel, Helmut Prendinger

Decis. Support Syst., 2018

Decision support with text-based emotion recognition: Deep learning for affective computing.

Bernhard Kratzwald, Suzana Ilic, Mathias Kraus, Stefan Feuerriegel, Helmut Prendinger

CoRR, 2018

Adaptive Document Retrieval for Deep Question Answering.

Bernhard Kratzwald, Stefan Feuerriegel

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Face Translation between Images and Videos using Identity-aware CycleGAN.

Zhiwu Huang, Bernhard Kratzwald, Danda Pani Paudel, Jiqing Wu, Luc Van Gool

CoRR, 2017

Towards an Understanding of Our World by GANing Videos in the Wild.

Bernhard Kratzwald, Zhiwu Huang, Danda Pani Paudel, Luc Van Gool

CoRR, 2017

2015

Model-Driven Retail Information System Based on REA Business Ontology and Retail-H.

Bernhard Wally, Alexandra Mazak, Bernhard Kratzwald, Christian Huemer

Proceedings of the 17th IEEE Conference on Business Informatics, 2015

2014

The Weighted Decision Matrix: Tracking Design Decisions in Service Compositions.

Alexandra Mazak, Bernhard Kratzwald

Proceedings of the 7th IEEE International Conference on Service-Oriented Computing and Applications, 2014