Christin Seifert
Orcid: 0000-0002-6776-3868Affiliations:
- University of Passau, Faculty of Computer Science and Mathematics, Germany
- Graz University of Technology, Institute of Knowledge Management, Austria
- Know-Center GmbH, Graz, Austria
According to our database1,
Christin Seifert
authored at least 123 papers
between 2004 and 2024.
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Bibliography
2024
Prototype-based Interpretable Breast Cancer Prediction Models: Analysis and Challenges.
CoRR, 2024
CoRR, 2024
A Second Look on BASS - Boosting Abstractive Summarization with Unified Semantic Graphs - A Replication Study.
Proceedings of the Advances in Information Retrieval, 2024
The Queen of England is not England's Queen: On the Lack of Factual Coherency in PLMs.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
2023
Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education.
SIGIR Forum, June, 2023
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI.
ACM Comput. Surv., 2023
Weakly Supervised Learning for Breast Cancer Prediction on Mammograms in Realistic Settings.
CoRR, 2023
CoRR, 2023
Proceedings of the Explainable Artificial Intelligence, 2023
Proceedings of the Explainable Artificial Intelligence, 2023
Patient trajectory visualization for FHIR healthcare data: A use case on melanoma patients.
Proceedings of the Lernen, 2023
Guidance in Radiology Report Summarization: An Empirical Evaluation and Error Analysis.
Proceedings of the 16th International Natural Language Generation Conference, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023
Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023
Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023
Proceedings of the Companion Publication of the 2023 ACM Designing Interactive Systems Conference, 2023
2022
It's Complicated: The Relationship between User Trust, Model Accuracy and Explanations in AI.
ACM Trans. Comput. Hum. Interact., 2022
Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent.
CoRR, 2022
Survey on Automated Short Answer Grading with Deep Learning: from Word Embeddings to Transformers.
CoRR, 2022
Radiology report generation for proximal femur fractures using deep classification and language generation models.
Artif. Intell. Medicine, 2022
Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Proceedings of the Advances in Information Retrieval, 2022
The SimIIR 2.0 Framework: User Types, Markov Model-Based Interaction Simulation, and Advanced Query Generation.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
How Accurate Does It Feel? - Human Perception of Different Types of Classification Mistakes.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
2021
Generating Synthetic Training Data for Supervised De-Identification of Electronic Health Records.
Future Internet, 2021
STQS: Interpretable multi-modal <i>S</i>patial-<i>T</i>emporal-se<i>Q</i>uential model for automatic <i>S</i>leep scoring.
Artif. Intell. Medicine, 2021
Rewriting Fictional Texts Using Pivot Paraphrase Generation and Character Modification.
Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021
This Looks Like That, Because ... Explaining Prototypes for Interpretable Image Recognition.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021
Proceedings of the FIRE 2021: Forum for Information Retrieval Evaluation, Virtual Event, India, December 13, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting: The Essen Medical Computing Platform (EMCP).
Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021
2020
QueryCrumbs search query history visualization - Usability, transparency and long-term usage.
J. Comput. Lang., 2020
Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality Assurance.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
Int. J. Digit. Libr., 2020
CoRR, 2020
Comparing Rule-based, Feature-based and Deep Neural Methods for De-identification of Dutch Medical Records.
Proceedings of the ACM WSDM 2020 Health Search and Data Mining Workshop, 2020
Effectiveness of neural language models for word prediction of textual mammography reports.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Human-in-the-loop Language-agnostic Extraction of Medication Data from Highly Unstructured Electronic Health Records.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020
Interactive Explanations of Internal Representations of Neural Network Layers: An Exploratory Study on Outcome Prediction of Comatose Patients.
Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020
A Hybrid Text Classification and Language Generation Model for Automated Summarization of Dutch Breast Cancer Radiology Reports.
Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020
2019
Mach. Learn. Knowl. Extr., 2019
Proceedings of the Twelfth International Conference on Machine Vision, 2019
The Best of Both Worlds: Challenges in Linking Provenance and Explainability in Distributed Machine Learning.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
Proceedings of the 5th IEEE International Conference on Collaboration and Internet Computing, 2019
Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019
Proceedings of the Business Process Management Workshops, 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
2018
QueryCrumbs for Experts: A Compact Visual Query Support System to Facilitate Insights into Search Engine Internals.
Proceedings of the 22nd International Conference Information Visualisation, 2018
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Content-Based Quality Estimation for Automatic Subject Indexing of Short Texts Under Precision and Recall Constraints.
Proceedings of the Digital Libraries for Open Knowledge, 2018
Who Cites What in Computer Science? - Analysing Citation Patterns Across Conference Rank and Gender.
Proceedings of the Digital Libraries for Open Knowledge, 2018
Proceedings of the Advances in Information Retrieval, 2018
Most Important First - Keyphrase Scoring for Improved Ranking in Settings With Limited Keyphrases.
Proceedings of the Discovery Science - 21st International Conference, 2018
Proceedings of the Database and Expert Systems Applications, 2018
2017
Proceedings of the 2017 ACM/IEEE Joint Conference on Digital Libraries, 2017
Proceedings of the 21st International Conference Information Visualisation, 2017
Understanding the Influence of Hyperparameters on Text Embeddings for Text Classification Tasks.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2017
Proceedings of the Research and Advanced Technology for Digital Libraries, 2017
Focus Paragraph Detection for Online Zero-Effort Queries: Lessons learned from Eye-Tracking Data.
Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017
Proceedings of the Machine Learning and Knowledge Extraction, 2017
2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
DoSeR - A Knowledge-Base-Agnostic Framework for Entity Disambiguation Using Semantic Embeddings.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016
Proceedings of the Research and Advanced Technology for Digital Libraries, 2016
Proceedings of the Advances in Information Retrieval, 2016
Proceedings of the 27th International Workshop on Database and Expert Systems Applications, 2016
2015
Proceedings of the Smart Health - Open Problems and Future Challenges, 2015
EEXCESS: Personalisierter Zugriff auf Long-Tail-Inhalte - neue Methoden zur Verbreitung wissenschaftlich-kulturellen Wissens.
Inf. Wiss. Prax., 2015
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
Proceedings of the 19th International Conference on Information Visualisation, 2015
Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business, 2015
Proceedings of the Second International Workshop on Gamification for Information Retrieval co-located with the 37th European Conference on Information Retrieval (ECIR 2015), 2015
From Context-Aware to Context-Based: Mobile Just-In-Time Retrieval of Cultural Heritage Objects.
Proceedings of the Advances in Information Retrieval, 2015
From General to Specialized Domain: Analyzing Three Crucial Problems of Biomedical Entity Disambiguation.
Proceedings of the Database and Expert Systems Applications, 2015
2014
Proceedings of the Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014
Proceedings of the Workshop on Linked Data on the Web co-located with the 23rd International World Wide Web Conference (WWW 2014), 2014
Proceedings of the 18th International Conference on Information Visualisation, 2014
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014
Proceedings of the Large-Scale Data Analytics, 2014
2013
J. Univers. Comput. Sci., 2013
Proceedings of the Late-Breaking Results, 2013
Proceedings of the Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 2013
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies, 2013
Trusted Facts: Triplifying Primary Research Data Enriched with Provenance Information.
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013
2012
Proceedings of the Specifying Big Data Benchmarks, 2012
Proceedings of the 3rd International EuroVis Workshop on Visual Analytics, 2012
Proceedings of the 3rd International EuroVis Workshop on Visual Analytics, 2012
Seeing what the system thinks you know: visualizing evidence in an open learner model.
Proceedings of the Second International Conference on Learning Analytics and Knowledge, 2012
2011
Proceedings of the Discovery Science - 14th International Conference, 2011
Vote/Veto Meta-Classifier for Authorship Identification - Notebook for PAN at CLEF 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011
2010
Stress Maps: Analysing Local Phenomena in Dimensionality Reduction Based Visualisations.
Proceedings of the 1st International Symposium on Visual Analytics Science and Technology, 2010
Proceedings of the Networked Digital Technologies - Second International Conference, 2010
An Application of Edge Bundling Techniques to the Visualization of Media Analysis Results.
Proceedings of the 14th International Conference on Information Visualisation, 2010
2009
Machine Learning based Work Task Classification.
J. Digit. Inf. Manag., 2009
Proceedings of the 13th International Conference on Information Visualisation, 2009
Proceedings of the 4th International Conference for Internet Technology and Secured Transactions, 2009
2008
A Generic Framework for Visualizing the News Article Domain and its Application to Real-World Data.
J. Digit. Inf. Manag., 2008
Proceedings of the 12th International Conference on Information Visualisation, 2008
Proceedings of the Advances in Focused Retrieval, 2008
Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008
2007
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007
2006
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006
Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006
2005
Perception-Action Based Object Detection from Local Descriptor Combination and Reinforcement Learning.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005
Q-learning of sequential attention for visual object recognition from informative local descriptors.
Proceedings of the Machine Learning, 2005
Cascaded Sequential Attention for Object Recognition with Informative Local Descriptors and Q-learning of Grouping Strategies.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005
2004
Proceedings of the Attention and Performance in Computational Vision, 2004
Proceedings of the Mobile Human-Computer Interaction, 2004
Learning to Focus Attention on Discriminative Regions for Object Detection.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004