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Books and Theses
- 2021
[b1]Bernhard Kratzwald:
Domain Adaptation in Neural Question Answering. ETH Zurich, Zürich, Switzerland, 2021
Journal Articles
- 2019
- [j2]Bernhard Kratzwald, Stefan Feuerriegel:
Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization. ACM Trans. Manag. Inf. Syst. 9(4): 15:1-15:20 (2019) - 2018
- [j1]Bernhard Kratzwald, Suzana Ilic, Mathias Kraus
, Stefan Feuerriegel, Helmut Prendinger:
Deep learning for affective computing: Text-based emotion recognition in decision support. Decis. Support Syst. 115: 24-35 (2018)
Conference and Workshop Papers
- 2022
- [c11]Zhenrui Yue, Huimin Zeng, Bernhard Kratzwald, Stefan Feuerriegel, Dong Wang:
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation. EMNLP 2022: 2308-2321 - 2021
- [c10]Zhenrui Yue, Bernhard Kratzwald, Stefan Feuerriegel:
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora. EMNLP (1) 2021: 9575-9593 - [c9]Kunpeng Guo, Bernhard Kratzwald, Dennis Diefenbach, Christophe Gravier:
WikidataComplete: KnowledgeGraph Completion using Question-Answering. ISWC (Posters/Demos/Industry) 2021 - 2020
- [c8]Nil-Jana Akpinar, Bernhard Kratzwald, Stefan Feuerriegel:
Sample Complexity Bounds for RNNs with Application to Combinatorial Graph Problems (Student Abstract). AAAI 2020: 13745-13746 - [c7]Bernhard Kratzwald, Kunpeng Guo, Stefan Feuerriegel, Dennis Diefenbach:
IntKB: A Verifiable Interactive Framework for Knowledge Base Completion. COLING 2020: 5591-5603 - [c6]Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun:
Learning a Cost-Effective Annotation Policy for Question Answering. EMNLP (1) 2020: 3051-3062 - 2019
- [c5]Bernhard Kratzwald, Anna Eigenmann, Stefan Feuerriegel:
RankQA: Neural Question Answering with Answer Re-Ranking. ACL (1) 2019: 6076-6085 - [c4]Bernhard Kratzwald, Stefan Feuerriegel:
Learning from On-Line User Feedback in Neural Question Answering on the Web. WWW 2019: 906-916 - 2018
- [c3]Bernhard Kratzwald, Stefan Feuerriegel:
Adaptive Document Retrieval for Deep Question Answering. EMNLP 2018: 576-581 - 2015
- [c2]Bernhard Wally, Alexandra Mazak, Bernhard Kratzwald, Christian Huemer:
Model-Driven Retail Information System Based on REA Business Ontology and Retail-H. CBI (1) 2015: 116-124 - 2014
- [c1]Alexandra Mazak, Bernhard Kratzwald:
The Weighted Decision Matrix: Tracking Design Decisions in Service Compositions. SOCA 2014: 169-174
Informal and Other Publications
- 2024
- [i13]Julian Senoner, Simon Schallmoser, Bernhard Kratzwald, Stefan Feuerriegel, Torbjørn H. Netland:
Explainable AI improves task performance in human-AI collaboration. CoRR abs/2406.08271 (2024) - 2023
- [i12]Julian Senoner, Bernhard Kratzwald, Milan Kuzmanovic, Torbjørn H. Netland, Stefan Feuerriegel:
Addressing distributional shifts in operations management: The case of order fulfillment in customized production. CoRR abs/2304.11910 (2023) - 2022
- [i11]Zhenrui Yue, Huimin Zeng, Bernhard Kratzwald, Stefan Feuerriegel, Dong Wang:
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation. CoRR abs/2210.10861 (2022) - 2021
- [i10]Zhenrui Yue, Bernhard Kratzwald, Stefan Feuerriegel:
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora. CoRR abs/2108.13854 (2021) - 2020
- [i9]Bernhard Kratzwald, Xiang Yue, Huan Sun, Stefan Feuerriegel:
Practical Annotation Strategies for Question Answering Datasets. CoRR abs/2003.03235 (2020) - [i8]Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun:
Learning a Cost-Effective Annotation Policy for Question Answering. CoRR abs/2010.03476 (2020) - 2019
- [i7]Nil-Jana Akpinar, Bernhard Kratzwald, Stefan Feuerriegel:
Sample Complexity Bounds for Recurrent Neural Networks with Application to Combinatorial Graph Problems. CoRR abs/1901.10289 (2019) - [i6]Bernhard Kratzwald, Anna Eigenmann, Stefan Feuerriegel:
RankQA: Neural Question Answering with Answer Re-Ranking. CoRR abs/1906.03008 (2019) - 2018
- [i5]Bernhard Kratzwald, Suzana Ilic, Mathias Kraus, Stefan Feuerriegel, Helmut Prendinger:
Decision support with text-based emotion recognition: Deep learning for affective computing. CoRR abs/1803.06397 (2018) - [i4]Bernhard Kratzwald, Stefan Feuerriegel:
Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization. CoRR abs/1804.07097 (2018) - [i3]Bernhard Kratzwald, Stefan Feuerriegel:
Adaptive Document Retrieval for Deep Question Answering. CoRR abs/1808.06528 (2018) - 2017
- [i2]Bernhard Kratzwald, Zhiwu Huang, Danda Pani Paudel, Luc Van Gool:
Towards an Understanding of Our World by GANing Videos in the Wild. CoRR abs/1711.11453 (2017) - [i1]Zhiwu Huang, Bernhard Kratzwald, Danda Pani Paudel, Jiqing Wu, Luc Van Gool:
Face Translation between Images and Videos using Identity-aware CycleGAN. CoRR abs/1712.00971 (2017)
Coauthor Index
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