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


Oct 19, 2022
Zhenrui Yue, Huimin Zeng, Bernhard Kratzwald, Stefan Feuerriegel, Dong Wang

* Accepted to EMNLP 2022 

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Contrastive Domain Adaptation for Question Answering using Limited Text Corpora


Aug 31, 2021
Zhenrui Yue, Bernhard Kratzwald, Stefan Feuerriegel

* Accepted to EMNLP 2021 

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Learning a Cost-Effective Annotation Policy for Question Answering


Oct 07, 2020
Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun

* Accepted at EMNLP 2020 

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Practical Annotation Strategies for Question Answering Datasets


Mar 06, 2020
Bernhard Kratzwald, Xiang Yue, Huan Sun, Stefan Feuerriegel


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RankQA: Neural Question Answering with Answer Re-Ranking


Jun 07, 2019
Bernhard Kratzwald, Anna Eigenmann, Stefan Feuerriegel

* Accepted at ACL 2019; GitHub: https://github.com/bernhard2202/rankqa 

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


Jan 29, 2019
Nil-Jana Akpinar, Bernhard Kratzwald, Stefan Feuerriegel


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


Sep 10, 2018
Bernhard Kratzwald, Suzana Ilic, Mathias Kraus, Stefan Feuerriegel, Helmut Prendinger

* Accepted by Decision Support Systems (DSS) 

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Adaptive Document Retrieval for Deep Question Answering


Aug 20, 2018
Bernhard Kratzwald, Stefan Feuerriegel

* EMNLP 2018 

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


Apr 19, 2018
Bernhard Kratzwald, Stefan Feuerriegel

* Submitted to ACM TMIS 

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Improving Video Generation for Multi-functional Applications


Mar 14, 2018
Bernhard Kratzwald, Zhiwu Huang, Danda Pani Paudel, Acharya Dinesh, Luc Van Gool


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