[{"publisher":"Springer International Publishing","date_created":"2024-01-23T11:38:26Z","title":"TemporalFC: A Temporal Fact Checking approach over Knowledge Graphs","quality_controlled":"1","year":"2023","keyword":["knowgraphs enexa sail nebulaproject dice ngonga saleem roeder qudus"],"ddc":["006"],"language":[{"iso":"eng"}],"publication":"The Semantic Web – ISWC 2023","abstract":[{"text":"Verifying assertions is an essential part of creating and maintaining knowledge graphs. Most often, this task cannot be carried out manually due to the sheer size of modern knowledge graphs. Hence, automatic fact-checking approaches have been proposed over the last decade. These approaches aim to compute automatically whether a given assertion is correct or incorrect. However, most fact-checking approaches are binary classifiers that fail to consider the volatility of some assertions, i.e., the fact that such assertions are only valid at certain times or for specific time intervals. Moreover, the few approaches able to predict when an assertion was valid (i.e., time-point prediction approaches) rely on manual feature engineering. This paper presents T EMPORAL FC, a temporal fact-checking approach that uses multiple sources of background knowledge to assess the veracity and temporal validity of a given assertion. We evaluate T EMPORAL FC\r\non two datasets and compare it to the state of the art in fact-checking and time-point prediction. Our results suggest that T EMPORAL FC outperforms the state of the art on the fact-checking task by 0.13 to 0.15 in terms of Area Under the\r\nReceiver Operating Characteristic curve and on the time-point prediction task by 0.25 to 0.27 in terms of Mean Reciprocal Rank. Our code is open-source and can be found at https://github.com/dice-group/TemporalFC.","lang":"eng"}],"file":[{"date_updated":"2025-09-11T09:33:14Z","creator":"uqudus","date_created":"2025-09-11T09:33:14Z","file_size":1938151,"access_level":"closed","file_id":"61196","file_name":"temporalfcc.pdf","content_type":"application/pdf","success":1,"relation":"main_file"}],"date_updated":"2025-09-11T09:34:39Z","oa":"1","volume":14265,"author":[{"first_name":"Umair","orcid":"0000-0001-6714-8729","last_name":"Qudus","id":"83392","full_name":"Qudus, Umair"},{"full_name":"Röder, Michael","id":"67199","last_name":"Röder","orcid":"https://orcid.org/0000-0002-8609-8277","first_name":"Michael"},{"first_name":"Sabrina","last_name":"Kirrane","full_name":"Kirrane, Sabrina"},{"id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"}],"doi":"10.1007/978-3-031-47240-4_25","main_file_link":[{"url":"https://papers.dice-research.org/2023/ISWC_TemporalFC/public.pdf","open_access":"1"}],"has_accepted_license":"1","place":"Cham","page":"465–483","intvolume":"     14265","citation":{"apa":"Qudus, U., Röder, M., Kirrane, S., &#38; Ngonga Ngomo, A.-C. (2023). TemporalFC: A Temporal Fact Checking approach over Knowledge Graphs. In T. R. Payne, V. Presutti, G. Qi, M. Poveda-Villalónt, G. Stoilos, L. Hollink, Z. Kaoudi, G. Cheng, &#38; J. Li (Eds.), <i>The Semantic Web – ISWC 2023</i> (Vol. 14265, pp. 465–483). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-031-47240-4_25\">https://doi.org/10.1007/978-3-031-47240-4_25</a>","mla":"Qudus, Umair, et al. “TemporalFC: A Temporal Fact Checking Approach over Knowledge Graphs.” <i>The Semantic Web – ISWC 2023</i>, edited by Terry R. Payne et al., vol. 14265, Springer International Publishing, 2023, pp. 465–483, doi:<a href=\"https://doi.org/10.1007/978-3-031-47240-4_25\">10.1007/978-3-031-47240-4_25</a>.","bibtex":"@inproceedings{Qudus_Röder_Kirrane_Ngonga Ngomo_2023, place={Cham}, series={Lecture Notes in Computer Science}, title={TemporalFC: A Temporal Fact Checking approach over Knowledge Graphs}, volume={14265}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-47240-4_25\">10.1007/978-3-031-47240-4_25</a>}, booktitle={The Semantic Web – ISWC 2023}, publisher={Springer International Publishing}, author={Qudus, Umair and Röder, Michael and Kirrane, Sabrina and Ngonga Ngomo, Axel-Cyrille}, editor={R. Payne, Terry and Presutti, Valentina and Qi, Guilin and Poveda-Villalónt, María and Stoilos, Giorgos and Hollink, Laura and Kaoudi, Zoi and Cheng, Gong and Li, Juanzi}, year={2023}, pages={465–483}, collection={Lecture Notes in Computer Science} }","short":"U. Qudus, M. Röder, S. Kirrane, A.-C. Ngonga Ngomo, in: T. R. Payne, V. Presutti, G. Qi, M. Poveda-Villalónt, G. Stoilos, L. Hollink, Z. Kaoudi, G. Cheng, J. Li (Eds.), The Semantic Web – ISWC 2023, Springer International Publishing, Cham, 2023, pp. 465–483.","ama":"Qudus U, Röder M, Kirrane S, Ngonga Ngomo A-C. TemporalFC: A Temporal Fact Checking approach over Knowledge Graphs. In: R. Payne T, Presutti V, Qi G, et al., eds. <i>The Semantic Web – ISWC 2023</i>. Vol 14265. Lecture Notes in Computer Science. Springer International Publishing; 2023:465–483. doi:<a href=\"https://doi.org/10.1007/978-3-031-47240-4_25\">10.1007/978-3-031-47240-4_25</a>","chicago":"Qudus, Umair, Michael Röder, Sabrina Kirrane, and Axel-Cyrille Ngonga Ngomo. “TemporalFC: A Temporal Fact Checking Approach over Knowledge Graphs.” In <i>The Semantic Web – ISWC 2023</i>, edited by Terry R. Payne, Valentina Presutti, Guilin Qi, María Poveda-Villalónt, Giorgos Stoilos, Laura Hollink, Zoi Kaoudi, Gong Cheng, and Juanzi Li, 14265:465–483. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2023. <a href=\"https://doi.org/10.1007/978-3-031-47240-4_25\">https://doi.org/10.1007/978-3-031-47240-4_25</a>.","ieee":"U. Qudus, M. Röder, S. Kirrane, and A.-C. Ngonga Ngomo, “TemporalFC: A Temporal Fact Checking approach over Knowledge Graphs,” in <i>The Semantic Web – ISWC 2023</i>, 2023, vol. 14265, pp. 465–483, doi: <a href=\"https://doi.org/10.1007/978-3-031-47240-4_25\">10.1007/978-3-031-47240-4_25</a>."},"_id":"50796","user_id":"83392","series_title":"Lecture Notes in Computer Science","file_date_updated":"2025-09-11T09:33:14Z","popular_science":"1","type":"conference","editor":[{"first_name":"Terry","last_name":"R. Payne","full_name":"R. Payne, Terry"},{"first_name":"Valentina","last_name":"Presutti","full_name":"Presutti, Valentina"},{"first_name":"Guilin","full_name":"Qi, Guilin","last_name":"Qi"},{"first_name":"María","full_name":"Poveda-Villalónt, María","last_name":"Poveda-Villalónt"},{"last_name":"Stoilos","full_name":"Stoilos, Giorgos","first_name":"Giorgos"},{"full_name":"Hollink, Laura","last_name":"Hollink","first_name":"Laura"},{"full_name":"Kaoudi, Zoi","last_name":"Kaoudi","first_name":"Zoi"},{"full_name":"Cheng, Gong","last_name":"Cheng","first_name":"Gong"},{"last_name":"Li","full_name":"Li, Juanzi","first_name":"Juanzi"}],"status":"public"},{"main_file_link":[{"url":"https://aclanthology.org/2023.findings-emnlp.1026","open_access":"1"}],"conference":{"name":"The 2023 Conference on Empirical Methods in Natural Language Processing","location":"Singapore"},"title":"Does listener gaze in face-to-face interaction follow the Entropy Rate Constancy principle: An empirical study","date_created":"2024-08-30T07:39:24Z","author":[{"first_name":"Yu","last_name":"Wang","full_name":"Wang, Yu"},{"orcid":"0000-0002-9613-5713","last_name":"Buschmeier","id":"76456","full_name":"Buschmeier, Hendrik","first_name":"Hendrik"}],"oa":"1","date_updated":"2025-09-11T10:17:51Z","citation":{"apa":"Wang, Y., &#38; Buschmeier, H. (2023). Does listener gaze in face-to-face interaction follow the Entropy Rate Constancy principle: An empirical study. <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>, 15372–15379.","mla":"Wang, Yu, and Hendrik Buschmeier. “Does Listener Gaze in Face-to-Face Interaction Follow the Entropy Rate Constancy Principle: An Empirical Study.” <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>, 2023, pp. 15372–15379.","bibtex":"@inproceedings{Wang_Buschmeier_2023, place={Singapore}, title={Does listener gaze in face-to-face interaction follow the Entropy Rate Constancy principle: An empirical study}, booktitle={Findings of the Association for Computational Linguistics: EMNLP 2023}, author={Wang, Yu and Buschmeier, Hendrik}, year={2023}, pages={15372–15379} }","short":"Y. Wang, H. Buschmeier, in: Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, 2023, pp. 15372–15379.","ieee":"Y. Wang and H. Buschmeier, “Does listener gaze in face-to-face interaction follow the Entropy Rate Constancy principle: An empirical study,” in <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>, Singapore, 2023, pp. 15372–15379.","chicago":"Wang, Yu, and Hendrik Buschmeier. “Does Listener Gaze in Face-to-Face Interaction Follow the Entropy Rate Constancy Principle: An Empirical Study.” In <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>, 15372–15379. Singapore, 2023.","ama":"Wang Y, Buschmeier H. Does listener gaze in face-to-face interaction follow the Entropy Rate Constancy principle: An empirical study. In: <i>Findings of the Association for Computational Linguistics: EMNLP 2023</i>. ; 2023:15372–15379."},"page":"15372–15379","year":"2023","place":"Singapore","publication_status":"published","quality_controlled":"1","extern":"1","language":[{"iso":"eng"}],"user_id":"76456","department":[{"_id":"660"}],"project":[{"name":"TRR 318 - A02: TRR 318 - Verstehensprozess einer Erklärung beobachten und auswerten (Teilprojekt A02)","_id":"112"}],"_id":"55909","status":"public","abstract":[{"text":"It is generally assumed that language (written and spoken) follows the entropy rate constancy (ERC) principle, which states that the information density of a text is constant over time. Recently, this has also been found for nonverbal gestures used in monologue, but it is still unclear whether the ERC principle also applies to listeners' nonverbal signals. We focus on listeners' gaze behaviour extracted from video-recorded conversations and trained a transformer-based neural sequence model to process the gaze data of the dialogues and compute its information density. We also compute the information density of the corresponding speech using a pre-trained language model. Our results show (1) that listeners' gaze behaviour in dialogues roughly follows the ERC principle, as well as (2) a congruence between information density of speech and listeners' gaze behaviour.","lang":"eng"}],"type":"conference","publication":"Findings of the Association for Computational Linguistics: EMNLP 2023"},{"title":"Scaffolding the human partner by contrastive guidance in an explanatory human-robot dialogue","doi":"10.3389/frobt.2023.1236184","date_updated":"2025-09-11T10:32:44Z","publisher":"Frontiers Media SA","volume":10,"author":[{"full_name":"Groß, André","last_name":"Groß","first_name":"André"},{"full_name":"Singh, Amit","last_name":"Singh","first_name":"Amit"},{"first_name":"Ngoc Chi","last_name":"Banh","full_name":"Banh, Ngoc Chi"},{"first_name":"Birte","last_name":"Richter","full_name":"Richter, Birte"},{"full_name":"Scharlau, Ingrid","last_name":"Scharlau","first_name":"Ingrid"},{"full_name":"Rohlfing, Katharina J.","last_name":"Rohlfing","first_name":"Katharina J."},{"first_name":"Britta","full_name":"Wrede, Britta","last_name":"Wrede"}],"date_created":"2023-11-08T06:40:41Z","year":"2023","intvolume":"        10","citation":{"ama":"Groß A, Singh A, Banh NC, et al. Scaffolding the human partner by contrastive guidance in an explanatory human-robot dialogue. <i>Frontiers in Robotics and AI</i>. 2023;10. doi:<a href=\"https://doi.org/10.3389/frobt.2023.1236184\">10.3389/frobt.2023.1236184</a>","chicago":"Groß, André, Amit Singh, Ngoc Chi Banh, Birte Richter, Ingrid Scharlau, Katharina J. Rohlfing, and Britta Wrede. “Scaffolding the Human Partner by Contrastive Guidance in an Explanatory Human-Robot Dialogue.” <i>Frontiers in Robotics and AI</i> 10 (2023). <a href=\"https://doi.org/10.3389/frobt.2023.1236184\">https://doi.org/10.3389/frobt.2023.1236184</a>.","ieee":"A. Groß <i>et al.</i>, “Scaffolding the human partner by contrastive guidance in an explanatory human-robot dialogue,” <i>Frontiers in Robotics and AI</i>, vol. 10, 2023, doi: <a href=\"https://doi.org/10.3389/frobt.2023.1236184\">10.3389/frobt.2023.1236184</a>.","apa":"Groß, A., Singh, A., Banh, N. C., Richter, B., Scharlau, I., Rohlfing, K. J., &#38; Wrede, B. (2023). Scaffolding the human partner by contrastive guidance in an explanatory human-robot dialogue. <i>Frontiers in Robotics and AI</i>, <i>10</i>. <a href=\"https://doi.org/10.3389/frobt.2023.1236184\">https://doi.org/10.3389/frobt.2023.1236184</a>","bibtex":"@article{Groß_Singh_Banh_Richter_Scharlau_Rohlfing_Wrede_2023, title={Scaffolding the human partner by contrastive guidance in an explanatory human-robot dialogue}, volume={10}, DOI={<a href=\"https://doi.org/10.3389/frobt.2023.1236184\">10.3389/frobt.2023.1236184</a>}, journal={Frontiers in Robotics and AI}, publisher={Frontiers Media SA}, author={Groß, André and Singh, Amit and Banh, Ngoc Chi and Richter, Birte and Scharlau, Ingrid and Rohlfing, Katharina J. and Wrede, Britta}, year={2023} }","short":"A. Groß, A. Singh, N.C. Banh, B. Richter, I. Scharlau, K.J. Rohlfing, B. Wrede, Frontiers in Robotics and AI 10 (2023).","mla":"Groß, André, et al. “Scaffolding the Human Partner by Contrastive Guidance in an Explanatory Human-Robot Dialogue.” <i>Frontiers in Robotics and AI</i>, vol. 10, Frontiers Media SA, 2023, doi:<a href=\"https://doi.org/10.3389/frobt.2023.1236184\">10.3389/frobt.2023.1236184</a>."},"publication_identifier":{"issn":["2296-9144"]},"publication_status":"published","keyword":["Artificial Intelligence","Computer Science Applications"],"_id":"48678","user_id":"93405","abstract":[{"text":"<jats:p>Explanation has been identified as an important capability for AI-based systems, but research on systematic strategies for achieving understanding in interaction with such systems is still sparse. Negation is a linguistic strategy that is often used in explanations. It creates a contrast space between the affirmed and the negated item that enriches explaining processes with additional contextual information. While negation in human speech has been shown to lead to higher processing costs and worse task performance in terms of recall or action execution when used in isolation, it can decrease processing costs when used in context. So far, it has not been considered as a guiding strategy for explanations in human-robot interaction. We conducted an empirical study to investigate the use of negation as a guiding strategy in explanatory human-robot dialogue, in which a virtual robot explains tasks and possible actions to a human explainee to solve them in terms of gestures on a touchscreen. Our results show that negation vs. affirmation 1) increases processing costs measured as reaction time and 2) increases several aspects of task performance. While there was no significant effect of negation on the number of initially correctly executed gestures, we found a significantly lower number of attempts—measured as breaks in the finger movement data before the correct gesture was carried out—when being instructed through a negation. We further found that the gestures significantly resembled the presented prototype gesture more following an instruction with a negation as opposed to an affirmation. Also, the participants rated the benefit of contrastive vs. affirmative explanations significantly higher. Repeating the instructions decreased the effects of negation, yielding similar processing costs and task performance measures for negation and affirmation after several iterations. We discuss our results with respect to possible effects of negation on linguistic processing of explanations and limitations of our study.</jats:p>","lang":"eng"}],"status":"public","publication":"Frontiers in Robotics and AI","type":"journal_article"},{"status":"public","type":"book_chapter","publication":"Organisation zwischen Theorie und Praxis","alternative_title":["Erfahrungen aus einem Design-Based Research Projekt"],"language":[{"iso":"eng"}],"user_id":"37157","department":[{"_id":"209"},{"_id":"33"}],"_id":"45918","citation":{"ama":"Schwabl F, Daniel-Söltenfuß D. Gelingensbedingungen gestaltungsorientierter Schulentwicklung. In: <i>Organisation Zwischen Theorie Und Praxis</i>. Springer Fachmedien Wiesbaden; 2023:335-349. doi:<a href=\"https://doi.org/10.1007/978-3-658-39690-9_21\">10.1007/978-3-658-39690-9_21</a>","ieee":"F. Schwabl and D. Daniel-Söltenfuß, “Gelingensbedingungen gestaltungsorientierter Schulentwicklung,” in <i>Organisation zwischen Theorie und Praxis</i>, Wiesbaden: Springer Fachmedien Wiesbaden, 2023, pp. 335–349.","chicago":"Schwabl, Franziska, and Desiree Daniel-Söltenfuß. “Gelingensbedingungen Gestaltungsorientierter Schulentwicklung.” In <i>Organisation Zwischen Theorie Und Praxis</i>, 335–49. Wiesbaden: Springer Fachmedien Wiesbaden, 2023. <a href=\"https://doi.org/10.1007/978-3-658-39690-9_21\">https://doi.org/10.1007/978-3-658-39690-9_21</a>.","apa":"Schwabl, F., &#38; Daniel-Söltenfuß, D. (2023). Gelingensbedingungen gestaltungsorientierter Schulentwicklung. In <i>Organisation zwischen Theorie und Praxis</i> (pp. 335–349). Springer Fachmedien Wiesbaden. <a href=\"https://doi.org/10.1007/978-3-658-39690-9_21\">https://doi.org/10.1007/978-3-658-39690-9_21</a>","short":"F. Schwabl, D. Daniel-Söltenfuß, in: Organisation Zwischen Theorie Und Praxis, Springer Fachmedien Wiesbaden, Wiesbaden, 2023, pp. 335–349.","bibtex":"@inbook{Schwabl_Daniel-Söltenfuß_2023, place={Wiesbaden}, title={Gelingensbedingungen gestaltungsorientierter Schulentwicklung}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-39690-9_21\">10.1007/978-3-658-39690-9_21</a>}, booktitle={Organisation zwischen Theorie und Praxis}, publisher={Springer Fachmedien Wiesbaden}, author={Schwabl, Franziska and Daniel-Söltenfuß, Desiree}, year={2023}, pages={335–349} }","mla":"Schwabl, Franziska, and Desiree Daniel-Söltenfuß. “Gelingensbedingungen Gestaltungsorientierter Schulentwicklung.” <i>Organisation Zwischen Theorie Und Praxis</i>, Springer Fachmedien Wiesbaden, 2023, pp. 335–49, doi:<a href=\"https://doi.org/10.1007/978-3-658-39690-9_21\">10.1007/978-3-658-39690-9_21</a>."},"page":"335-349","year":"2023","place":"Wiesbaden","publication_status":"published","publication_identifier":{"issn":["2512-1170","2512-1189"],"isbn":["9783658396893","9783658396909"]},"doi":"10.1007/978-3-658-39690-9_21","title":"Gelingensbedingungen gestaltungsorientierter Schulentwicklung","date_created":"2023-07-10T09:33:55Z","author":[{"id":"37157","full_name":"Schwabl, Franziska","last_name":"Schwabl","first_name":"Franziska"},{"first_name":"Desiree","last_name":"Daniel-Söltenfuß","id":"10186","full_name":"Daniel-Söltenfuß, Desiree"}],"date_updated":"2025-09-11T10:48:48Z","publisher":"Springer Fachmedien Wiesbaden"},{"type":"book_chapter","publication":"The Semantic Web","status":"public","user_id":"77309","department":[{"_id":"574"}],"_id":"54588","language":[{"iso":"eng"}],"publication_status":"published","publication_identifier":{"isbn":["9783031334542","9783031334559"],"issn":["0302-9743","1611-3349"]},"citation":{"bibtex":"@inbook{Manzoor_Saleem_Moussallem_Sherif_Ngonga Ngomo_2023, place={Cham}, title={RELD: A Knowledge Graph of Relation Extraction Datasets}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-33455-9_20\">10.1007/978-3-031-33455-9_20</a>}, booktitle={The Semantic Web}, publisher={Springer Nature Switzerland}, author={Manzoor, Ali and Saleem, Muhammad and Moussallem, Diego and Sherif, Mohamed and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","short":"A. Manzoor, M. Saleem, D. Moussallem, M. Sherif, A.-C. Ngonga Ngomo, in: The Semantic Web, Springer Nature Switzerland, Cham, 2023.","mla":"Manzoor, Ali, et al. “RELD: A Knowledge Graph of Relation Extraction Datasets.” <i>The Semantic Web</i>, Springer Nature Switzerland, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-33455-9_20\">10.1007/978-3-031-33455-9_20</a>.","apa":"Manzoor, A., Saleem, M., Moussallem, D., Sherif, M., &#38; Ngonga Ngomo, A.-C. (2023). RELD: A Knowledge Graph of Relation Extraction Datasets. In <i>The Semantic Web</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-33455-9_20\">https://doi.org/10.1007/978-3-031-33455-9_20</a>","ama":"Manzoor A, Saleem M, Moussallem D, Sherif M, Ngonga Ngomo A-C. RELD: A Knowledge Graph of Relation Extraction Datasets. In: <i>The Semantic Web</i>. Springer Nature Switzerland; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-33455-9_20\">10.1007/978-3-031-33455-9_20</a>","chicago":"Manzoor, Ali, Muhammad Saleem, Diego Moussallem, Mohamed Sherif, and Axel-Cyrille Ngonga Ngomo. “RELD: A Knowledge Graph of Relation Extraction Datasets.” In <i>The Semantic Web</i>. Cham: Springer Nature Switzerland, 2023. <a href=\"https://doi.org/10.1007/978-3-031-33455-9_20\">https://doi.org/10.1007/978-3-031-33455-9_20</a>.","ieee":"A. Manzoor, M. Saleem, D. Moussallem, M. Sherif, and A.-C. Ngonga Ngomo, “RELD: A Knowledge Graph of Relation Extraction Datasets,” in <i>The Semantic Web</i>, Cham: Springer Nature Switzerland, 2023."},"place":"Cham","year":"2023","author":[{"last_name":"Manzoor","orcid":"https://orcid.org/0000-0001-8403-5160","full_name":"Manzoor, Ali","id":"77309","first_name":"Ali"},{"full_name":"Saleem, Muhammad","last_name":"Saleem","first_name":"Muhammad"},{"full_name":"Moussallem, Diego","id":"71635","last_name":"Moussallem","first_name":"Diego"},{"first_name":"Mohamed","full_name":"Sherif, Mohamed","id":"67234","last_name":"Sherif","orcid":"https://orcid.org/0000-0002-9927-2203"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille"}],"date_created":"2024-06-04T12:28:49Z","date_updated":"2025-09-11T11:41:57Z","publisher":"Springer Nature Switzerland","doi":"10.1007/978-3-031-33455-9_20","title":"RELD: A Knowledge Graph of Relation Extraction Datasets"},{"status":"public","publication":"Proceedings of the World Conference on Explainable Artificial Intelligence (xAI)","type":"conference","language":[{"iso":"eng"}],"department":[{"_id":"660"}],"user_id":"93420","_id":"48778","project":[{"_id":"126","name":"TRR 318 - C3: TRR 318 - Subproject C3"},{"name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren","_id":"109"},{"name":"TRR 318 - C: TRR 318 - Project Area C","_id":"117"}],"citation":{"apa":"Muschalik, M., Fumagalli, F., Jagtani, R., Hammer, B., &#38; Huellermeier, E. (2023). iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios. <i>Proceedings of the World Conference on Explainable Artificial Intelligence (XAI)</i>. <a href=\"https://doi.org/10.1007/978-3-031-44064-9_11\">https://doi.org/10.1007/978-3-031-44064-9_11</a>","short":"M. Muschalik, F. Fumagalli, R. Jagtani, B. Hammer, E. Huellermeier, in: Proceedings of the World Conference on Explainable Artificial Intelligence (XAI), 2023.","mla":"Muschalik, Maximilian, et al. “IPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios.” <i>Proceedings of the World Conference on Explainable Artificial Intelligence (XAI)</i>, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-44064-9_11\">10.1007/978-3-031-44064-9_11</a>.","bibtex":"@inproceedings{Muschalik_Fumagalli_Jagtani_Hammer_Huellermeier_2023, title={iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-44064-9_11\">10.1007/978-3-031-44064-9_11</a>}, booktitle={Proceedings of the World Conference on Explainable Artificial Intelligence (xAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Jagtani, Rohit and Hammer, Barbara and Huellermeier, Eyke}, year={2023} }","ama":"Muschalik M, Fumagalli F, Jagtani R, Hammer B, Huellermeier E. iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios. In: <i>Proceedings of the World Conference on Explainable Artificial Intelligence (XAI)</i>. ; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-44064-9_11\">10.1007/978-3-031-44064-9_11</a>","ieee":"M. Muschalik, F. Fumagalli, R. Jagtani, B. Hammer, and E. Huellermeier, “iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios,” 2023, doi: <a href=\"https://doi.org/10.1007/978-3-031-44064-9_11\">10.1007/978-3-031-44064-9_11</a>.","chicago":"Muschalik, Maximilian, Fabian Fumagalli, Rohit Jagtani, Barbara Hammer, and Eyke Huellermeier. “IPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios.” In <i>Proceedings of the World Conference on Explainable Artificial Intelligence (XAI)</i>, 2023. <a href=\"https://doi.org/10.1007/978-3-031-44064-9_11\">https://doi.org/10.1007/978-3-031-44064-9_11</a>."},"year":"2023","publication_identifier":{"eissn":["9783031440649"],"isbn":["9783031440632"],"issn":["1865-0929"],"eisbn":["1865-0937"]},"publication_status":"published","doi":"10.1007/978-3-031-44064-9_11","title":"iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios","date_created":"2023-11-10T14:17:17Z","author":[{"first_name":"Maximilian","last_name":"Muschalik","full_name":"Muschalik, Maximilian"},{"first_name":"Fabian","full_name":"Fumagalli, Fabian","id":"93420","last_name":"Fumagalli"},{"first_name":"Rohit","last_name":"Jagtani","full_name":"Jagtani, Rohit"},{"first_name":"Barbara","full_name":"Hammer, Barbara","last_name":"Hammer"},{"first_name":"Eyke","full_name":"Huellermeier, Eyke","id":"48129","last_name":"Huellermeier"}],"date_updated":"2025-09-11T16:14:34Z"},{"type":"book_chapter","publication":"Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)","status":"public","project":[{"name":"TRR 318 - C3: TRR 318 - Subproject C3","_id":"126"},{"_id":"117","name":"TRR 318 - C: TRR 318 - Project Area C"},{"_id":"109","name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren"}],"_id":"48776","user_id":"93420","department":[{"_id":"660"}],"language":[{"iso":"eng"}],"publication_status":"published","publication_identifier":{"eisbn":["9783031434181"],"eissn":["1611-3349"],"issn":["0302-9743"],"isbn":["9783031434174"]},"year":"2023","citation":{"ama":"Muschalik M, Fumagalli F, Hammer B, Huellermeier E. iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams. In: <i>Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)</i>. Springer Nature Switzerland; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-43418-1_26\">10.1007/978-3-031-43418-1_26</a>","chicago":"Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “ISAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.” In <i>Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)</i>. Springer Nature Switzerland, 2023. <a href=\"https://doi.org/10.1007/978-3-031-43418-1_26\">https://doi.org/10.1007/978-3-031-43418-1_26</a>.","ieee":"M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams,” in <i>Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)</i>, Springer Nature Switzerland, 2023.","apa":"Muschalik, M., Fumagalli, F., Hammer, B., &#38; Huellermeier, E. (2023). iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams. In <i>Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)</i>. Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-031-43418-1_26\">https://doi.org/10.1007/978-3-031-43418-1_26</a>","mla":"Muschalik, Maximilian, et al. “ISAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.” <i>Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)</i>, Springer Nature Switzerland, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-43418-1_26\">10.1007/978-3-031-43418-1_26</a>.","short":"M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD), Springer Nature Switzerland, 2023.","bibtex":"@inbook{Muschalik_Fumagalli_Hammer_Huellermeier_2023, title={iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-43418-1_26\">10.1007/978-3-031-43418-1_26</a>}, booktitle={Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD)}, publisher={Springer Nature Switzerland}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2023} }"},"date_updated":"2025-09-11T16:27:26Z","publisher":"Springer Nature Switzerland","date_created":"2023-11-10T14:11:20Z","author":[{"full_name":"Muschalik, Maximilian","last_name":"Muschalik","first_name":"Maximilian"},{"first_name":"Fabian","full_name":"Fumagalli, Fabian","id":"93420","last_name":"Fumagalli"},{"first_name":"Barbara","last_name":"Hammer","full_name":"Hammer, Barbara"},{"first_name":"Eyke","last_name":"Huellermeier","full_name":"Huellermeier, Eyke","id":"48129"}],"title":"iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams","doi":"10.1007/978-3-031-43418-1_26"},{"date_updated":"2025-09-11T16:26:21Z","author":[{"id":"93420","full_name":"Fumagalli, Fabian","last_name":"Fumagalli","first_name":"Fabian"},{"first_name":"Maximilian","last_name":"Muschalik","full_name":"Muschalik, Maximilian"},{"id":"48129","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","first_name":"Eyke"},{"first_name":"Barbara","full_name":"Hammer, Barbara","last_name":"Hammer"}],"date_created":"2023-11-10T14:00:08Z","title":"On Feature Removal for Explainability in Dynamic Environments","conference":{"location":"Bruges (Belgium) and online","name":"ESANN 2023 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning"},"doi":"10.14428/ESANN/2023.ES2023-148","publication_identifier":{"unknown":[" 978-2-87587-088-9"]},"publication_status":"published","year":"2023","citation":{"apa":"Fumagalli, F., Muschalik, M., Hüllermeier, E., &#38; Hammer, B. (2023). On Feature Removal for Explainability in Dynamic Environments. <i>Proceedings of the European Symposium on Artificial Neural Networks (ESANN)</i>. ESANN 2023 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium) and online. <a href=\"https://doi.org/10.14428/ESANN/2023.ES2023-148\">https://doi.org/10.14428/ESANN/2023.ES2023-148</a>","bibtex":"@inproceedings{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={On Feature Removal for Explainability in Dynamic Environments}, DOI={<a href=\"https://doi.org/10.14428/ESANN/2023.ES2023-148\">10.14428/ESANN/2023.ES2023-148</a>}, booktitle={Proceedings of the European Symposium on Artificial Neural Networks (ESANN)}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara}, year={2023} }","mla":"Fumagalli, Fabian, et al. “On Feature Removal for Explainability in Dynamic Environments.” <i>Proceedings of the European Symposium on Artificial Neural Networks (ESANN)</i>, 2023, doi:<a href=\"https://doi.org/10.14428/ESANN/2023.ES2023-148\">10.14428/ESANN/2023.ES2023-148</a>.","short":"F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, in: Proceedings of the European Symposium on Artificial Neural Networks (ESANN), 2023.","ieee":"F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “On Feature Removal for Explainability in Dynamic Environments,” presented at the ESANN 2023 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium) and online, 2023, doi: <a href=\"https://doi.org/10.14428/ESANN/2023.ES2023-148\">10.14428/ESANN/2023.ES2023-148</a>.","chicago":"Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “On Feature Removal for Explainability in Dynamic Environments.” In <i>Proceedings of the European Symposium on Artificial Neural Networks (ESANN)</i>, 2023. <a href=\"https://doi.org/10.14428/ESANN/2023.ES2023-148\">https://doi.org/10.14428/ESANN/2023.ES2023-148</a>.","ama":"Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. On Feature Removal for Explainability in Dynamic Environments. In: <i>Proceedings of the European Symposium on Artificial Neural Networks (ESANN)</i>. ; 2023. doi:<a href=\"https://doi.org/10.14428/ESANN/2023.ES2023-148\">10.14428/ESANN/2023.ES2023-148</a>"},"_id":"48775","project":[{"_id":"126","name":"TRR 318 - C3: TRR 318 - Subproject C3"},{"_id":"117","name":"TRR 318 - C: TRR 318 - Project Area C"},{"_id":"109","name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren"}],"department":[{"_id":"660"}],"user_id":"93420","language":[{"iso":"eng"}],"publication":"Proceedings of the European Symposium on Artificial Neural Networks (ESANN)","type":"conference","status":"public"},{"type":"conference","publication":"Advances in Neural Information Processing Systems (NeurIPS)","status":"public","user_id":"93420","department":[{"_id":"660"}],"project":[{"_id":"126","name":"TRR 318 - C3: TRR 318 - Subproject C3"},{"_id":"109","name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren"},{"name":"TRR 318 - C: TRR 318 - Project Area C","_id":"117"}],"_id":"52230","language":[{"iso":"eng"}],"citation":{"ama":"Fumagalli F, Muschalik M, Kolpaczki P, Hüllermeier E, Hammer B. SHAP-IQ: Unified Approximation of any-order Shapley Interactions. In: <i>Advances in Neural Information Processing Systems (NeurIPS)</i>. Vol 36. ; 2023:11515--11551.","chicago":"Fumagalli, Fabian, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, and Barbara Hammer. “SHAP-IQ: Unified Approximation of Any-Order Shapley Interactions.” In <i>Advances in Neural Information Processing Systems (NeurIPS)</i>, 36:11515--11551, 2023.","ieee":"F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, and B. Hammer, “SHAP-IQ: Unified Approximation of any-order Shapley Interactions,” in <i>Advances in Neural Information Processing Systems (NeurIPS)</i>, 2023, vol. 36, pp. 11515--11551.","apa":"Fumagalli, F., Muschalik, M., Kolpaczki, P., Hüllermeier, E., &#38; Hammer, B. (2023). SHAP-IQ: Unified Approximation of any-order Shapley Interactions. <i>Advances in Neural Information Processing Systems (NeurIPS)</i>, <i>36</i>, 11515--11551.","mla":"Fumagalli, Fabian, et al. “SHAP-IQ: Unified Approximation of Any-Order Shapley Interactions.” <i>Advances in Neural Information Processing Systems (NeurIPS)</i>, vol. 36, 2023, pp. 11515--11551.","bibtex":"@inproceedings{Fumagalli_Muschalik_Kolpaczki_Hüllermeier_Hammer_2023, title={SHAP-IQ: Unified Approximation of any-order Shapley Interactions}, volume={36}, booktitle={Advances in Neural Information Processing Systems (NeurIPS)}, author={Fumagalli, Fabian and Muschalik, Maximilian and Kolpaczki, Patrick and Hüllermeier, Eyke and Hammer, Barbara}, year={2023}, pages={11515--11551} }","short":"F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: Advances in Neural Information Processing Systems (NeurIPS), 2023, pp. 11515--11551."},"intvolume":"        36","page":"11515--11551","year":"2023","date_created":"2024-03-01T14:15:31Z","author":[{"id":"93420","full_name":"Fumagalli, Fabian","last_name":"Fumagalli","first_name":"Fabian"},{"first_name":"Maximilian","last_name":"Muschalik","full_name":"Muschalik, Maximilian"},{"last_name":"Kolpaczki","full_name":"Kolpaczki, Patrick","first_name":"Patrick"},{"full_name":"Hüllermeier, Eyke","id":"48129","last_name":"Hüllermeier","first_name":"Eyke"},{"first_name":"Barbara","last_name":"Hammer","full_name":"Hammer, Barbara"}],"volume":36,"date_updated":"2025-09-11T16:18:16Z","title":"SHAP-IQ: Unified Approximation of any-order Shapley Interactions"},{"issue":"1","year":"2023","publisher":"Wiley","date_created":"2025-09-12T11:11:56Z","title":"On‐Demand Indistinguishable and Entangled Photons Using Tailored Cavity Designs","publication":"Advanced Quantum Technologies","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>The biexciton‐exciton emission cascade commonly used in quantum‐dot systems to generate polarization entanglement yields photons with intrinsically limited indistinguishability. In the present work, it focuses on the generation of pairs of photons with high degrees of polarization entanglement and simultaneously high indistinguishability. It achieves this goal by selectively reducing the biexciton lifetime with an optical resonator. It demonstrates that a suitably tailored circular Bragg reflector fulfills the requirements of sufficient selective Purcell enhancement of biexciton emission paired with spectrally broad photon extraction and twofold degenerate optical modes. The in‐depth theoretical study combines (i) the optimization of realistic photonic structures solving Maxwell's equations from which model parameters are extracted as input for (ii) microscopic simulations of quantum‐dot cavity excitation dynamics with full access to photon properties. It reports non‐trivial dependencies on system parameters and use the predictive power of the combined theoretical approach to determine the optimal range of Purcell enhancement that maximizes indistinguishability and entanglement to near unity values, here specifically for the telecom C‐band at 1550 nm.</jats:p>","lang":"eng"}],"language":[{"iso":"eng"}],"publication_identifier":{"issn":["2511-9044","2511-9044"]},"publication_status":"published","intvolume":"         7","citation":{"apa":"Bauch, D., Siebert, D., Jöns, K. D., Förstner, J., &#38; Schumacher, S. (2023). On‐Demand Indistinguishable and Entangled Photons Using Tailored Cavity Designs. <i>Advanced Quantum Technologies</i>, <i>7</i>(1), Article 2300142. <a href=\"https://doi.org/10.1002/qute.202300142\">https://doi.org/10.1002/qute.202300142</a>","short":"D. Bauch, D. Siebert, K.D. Jöns, J. Förstner, S. Schumacher, Advanced Quantum Technologies 7 (2023).","bibtex":"@article{Bauch_Siebert_Jöns_Förstner_Schumacher_2023, title={On‐Demand Indistinguishable and Entangled Photons Using Tailored Cavity Designs}, volume={7}, DOI={<a href=\"https://doi.org/10.1002/qute.202300142\">10.1002/qute.202300142</a>}, number={12300142}, journal={Advanced Quantum Technologies}, publisher={Wiley}, author={Bauch, David and Siebert, Dustin and Jöns, Klaus D. and Förstner, Jens and Schumacher, Stefan}, year={2023} }","mla":"Bauch, David, et al. “On‐Demand Indistinguishable and Entangled Photons Using Tailored Cavity Designs.” <i>Advanced Quantum Technologies</i>, vol. 7, no. 1, 2300142, Wiley, 2023, doi:<a href=\"https://doi.org/10.1002/qute.202300142\">10.1002/qute.202300142</a>.","chicago":"Bauch, David, Dustin Siebert, Klaus D. Jöns, Jens Förstner, and Stefan Schumacher. “On‐Demand Indistinguishable and Entangled Photons Using Tailored Cavity Designs.” <i>Advanced Quantum Technologies</i> 7, no. 1 (2023). <a href=\"https://doi.org/10.1002/qute.202300142\">https://doi.org/10.1002/qute.202300142</a>.","ieee":"D. Bauch, D. Siebert, K. D. Jöns, J. Förstner, and S. Schumacher, “On‐Demand Indistinguishable and Entangled Photons Using Tailored Cavity Designs,” <i>Advanced Quantum Technologies</i>, vol. 7, no. 1, Art. no. 2300142, 2023, doi: <a href=\"https://doi.org/10.1002/qute.202300142\">10.1002/qute.202300142</a>.","ama":"Bauch D, Siebert D, Jöns KD, Förstner J, Schumacher S. On‐Demand Indistinguishable and Entangled Photons Using Tailored Cavity Designs. <i>Advanced Quantum Technologies</i>. 2023;7(1). doi:<a href=\"https://doi.org/10.1002/qute.202300142\">10.1002/qute.202300142</a>"},"date_updated":"2025-09-12T11:16:12Z","volume":7,"author":[{"first_name":"David","full_name":"Bauch, David","last_name":"Bauch"},{"first_name":"Dustin","last_name":"Siebert","full_name":"Siebert, Dustin"},{"last_name":"Jöns","id":"85353","full_name":"Jöns, Klaus D.","first_name":"Klaus D."},{"last_name":"Förstner","orcid":"0000-0001-7059-9862","id":"158","full_name":"Förstner, Jens","first_name":"Jens"},{"first_name":"Stefan","orcid":"0000-0003-4042-4951","last_name":"Schumacher","id":"27271","full_name":"Schumacher, Stefan"}],"doi":"10.1002/qute.202300142","type":"journal_article","status":"public","_id":"61252","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"},{"_id":"53","name":"TRR 142: Maßgeschneiderte nichtlineare Photonik: Von grundlegenden Konzepten zu funktionellen Strukturen"},{"_id":"55","name":"TRR 142 - Project Area B"},{"name":"TRR 142 - Project Area C","_id":"56"},{"name":"TRR 142; TP B06: Ultraschnelle kohärente opto-elektronische Kontrolle eines photonischen Quantensystems","_id":"167"},{"name":"TRR 142; TP C09: Ideale Erzeugung von Photonenpaaren für Verschränkungsaustausch bei Telekom Wellenlängen","_id":"173"},{"name":"PhoQC: Photonisches Quantencomputing","_id":"266"}],"department":[{"_id":"15"},{"_id":"170"},{"_id":"297"},{"_id":"642"},{"_id":"61"},{"_id":"230"},{"_id":"35"},{"_id":"34"},{"_id":"429"},{"_id":"27"},{"_id":"623"}],"user_id":"16199","article_number":"2300142"},{"issue":"11","publication_identifier":{"issn":["2159-3930"]},"publication_status":"published","intvolume":"        13","citation":{"ama":"Lüders C, Barkhausen F, Pukrop M, et al. Continuous-variable quantum optics and resource theory for ultrafast semiconductor spectroscopy [Invited]. <i>Optical Materials Express</i>. 2023;13(11). doi:<a href=\"https://doi.org/10.1364/ome.497006\">10.1364/ome.497006</a>","chicago":"Lüders, Carolin, Franziska Barkhausen, Matthias Pukrop, Elena Rozas, Jan Sperling, Stefan Schumacher, and Marc Aßmann. “Continuous-Variable Quantum Optics and Resource Theory for Ultrafast Semiconductor Spectroscopy [Invited].” <i>Optical Materials Express</i> 13, no. 11 (2023). <a href=\"https://doi.org/10.1364/ome.497006\">https://doi.org/10.1364/ome.497006</a>.","ieee":"C. Lüders <i>et al.</i>, “Continuous-variable quantum optics and resource theory for ultrafast semiconductor spectroscopy [Invited],” <i>Optical Materials Express</i>, vol. 13, no. 11, Art. no. 2997, 2023, doi: <a href=\"https://doi.org/10.1364/ome.497006\">10.1364/ome.497006</a>.","apa":"Lüders, C., Barkhausen, F., Pukrop, M., Rozas, E., Sperling, J., Schumacher, S., &#38; Aßmann, M. (2023). Continuous-variable quantum optics and resource theory for ultrafast semiconductor spectroscopy [Invited]. <i>Optical Materials Express</i>, <i>13</i>(11), Article 2997. <a href=\"https://doi.org/10.1364/ome.497006\">https://doi.org/10.1364/ome.497006</a>","bibtex":"@article{Lüders_Barkhausen_Pukrop_Rozas_Sperling_Schumacher_Aßmann_2023, title={Continuous-variable quantum optics and resource theory for ultrafast semiconductor spectroscopy [Invited]}, volume={13}, DOI={<a href=\"https://doi.org/10.1364/ome.497006\">10.1364/ome.497006</a>}, number={112997}, journal={Optical Materials Express}, publisher={Optica Publishing Group}, author={Lüders, Carolin and Barkhausen, Franziska and Pukrop, Matthias and Rozas, Elena and Sperling, Jan and Schumacher, Stefan and Aßmann, Marc}, year={2023} }","mla":"Lüders, Carolin, et al. “Continuous-Variable Quantum Optics and Resource Theory for Ultrafast Semiconductor Spectroscopy [Invited].” <i>Optical Materials Express</i>, vol. 13, no. 11, 2997, Optica Publishing Group, 2023, doi:<a href=\"https://doi.org/10.1364/ome.497006\">10.1364/ome.497006</a>.","short":"C. Lüders, F. Barkhausen, M. Pukrop, E. Rozas, J. Sperling, S. Schumacher, M. Aßmann, Optical Materials Express 13 (2023)."},"year":"2023","volume":13,"author":[{"last_name":"Lüders","full_name":"Lüders, Carolin","first_name":"Carolin"},{"id":"63631","full_name":"Barkhausen, Franziska","last_name":"Barkhausen","first_name":"Franziska"},{"first_name":"Matthias","full_name":"Pukrop, Matthias","last_name":"Pukrop"},{"full_name":"Rozas, Elena","last_name":"Rozas","first_name":"Elena"},{"last_name":"Sperling","orcid":"0000-0002-5844-3205","full_name":"Sperling, Jan","id":"75127","first_name":"Jan"},{"first_name":"Stefan","last_name":"Schumacher","orcid":"0000-0003-4042-4951","id":"27271","full_name":"Schumacher, Stefan"},{"last_name":"Aßmann","full_name":"Aßmann, Marc","first_name":"Marc"}],"date_created":"2025-09-12T11:40:26Z","publisher":"Optica Publishing Group","date_updated":"2025-09-12T11:41:42Z","doi":"10.1364/ome.497006","title":"Continuous-variable quantum optics and resource theory for ultrafast semiconductor spectroscopy [Invited]","publication":"Optical Materials Express","type":"journal_article","status":"public","abstract":[{"text":"<jats:p>This review examines the use of continuous-variable spectroscopy techniques for investigating quantum coherence and light-matter interactions in semiconductor systems with ultrafast dynamics. Special emphasis is placed on multichannel homodyne detection as a powerful tool to measure the quantum coherence and the full density matrix of a polariton system. Observations, such as coherence times that exceed the nanosecond scale obtained by monitoring the temporal decay of quantum coherence in a polariton condensate, are discussed. Proof-of-concept experiments and numerical simulations that demonstrate the enhanced resourcefulness of the produced system states for modern quantum protocols are assessed. The combination of tailored resource quantifiers and ultrafast spectroscopy techniques that have recently been demonstrated paves the way for future applications of quantum information technologies.</jats:p>","lang":"eng"}],"department":[{"_id":"15"},{"_id":"170"},{"_id":"297"},{"_id":"706"},{"_id":"35"},{"_id":"230"},{"_id":"27"},{"_id":"623"}],"user_id":"16199","_id":"61266","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"},{"name":"PhoQC: Photonisches Quantencomputing","_id":"266"}],"language":[{"iso":"eng"}],"article_number":"2997"},{"date_created":"2025-09-12T11:36:52Z","author":[{"full_name":"Yu, Yueyang","last_name":"Yu","first_name":"Yueyang"},{"full_name":"Dong, Chuan-Ding","last_name":"Dong","first_name":"Chuan-Ding"},{"last_name":"Binder","full_name":"Binder, Rolf","first_name":"Rolf"},{"first_name":"Stefan","id":"27271","full_name":"Schumacher, Stefan","last_name":"Schumacher","orcid":"0000-0003-4042-4951"},{"first_name":"Cun-Zheng","full_name":"Ning, Cun-Zheng","last_name":"Ning"}],"volume":17,"publisher":"American Chemical Society (ACS)","date_updated":"2025-09-12T11:37:52Z","doi":"10.1021/acsnano.2c01665","title":"Strain-Induced Indirect-to-Direct Bandgap Transition, Photoluminescence Enhancement, and Linewidth Reduction in Bilayer MoTe<sub>2</sub>","issue":"5","publication_status":"published","publication_identifier":{"issn":["1936-0851","1936-086X"]},"citation":{"apa":"Yu, Y., Dong, C.-D., Binder, R., Schumacher, S., &#38; Ning, C.-Z. 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Gao, X. Ma, X. Zhai, C. Xing, M. Gao, H. Dai, H. Wu, T. Liu, Y. Ren, X. Wang, A. Pan, W. Hu, S. Schumacher, T. Gao, Physical Review B 108 (2023).","bibtex":"@article{Gao_Ma_Zhai_Xing_Gao_Dai_Wu_Liu_Ren_Wang_et al._2023, title={Single-shot spatial instability and electric control of polariton condensates at room temperature}, volume={108}, DOI={<a href=\"https://doi.org/10.1103/physrevb.108.205303\">10.1103/physrevb.108.205303</a>}, number={20205303}, journal={Physical Review B}, publisher={American Physical Society (APS)}, author={Gao, Ying and Ma, Xuekai and Zhai, Xiaokun and Xing, Chunzi and Gao, Meini and Dai, Haitao and Wu, Hao and Liu, Tong and Ren, Yuan and Wang, Xiao and et al.}, year={2023} }","apa":"Gao, Y., Ma, X., Zhai, X., Xing, C., Gao, M., Dai, H., Wu, H., Liu, T., Ren, Y., Wang, X., Pan, A., Hu, W., Schumacher, S., &#38; Gao, T. (2023). Single-shot spatial instability and electric control of polariton condensates at room temperature. <i>Physical Review B</i>, <i>108</i>(20), Article 205303. <a href=\"https://doi.org/10.1103/physrevb.108.205303\">https://doi.org/10.1103/physrevb.108.205303</a>","ama":"Gao Y, Ma X, Zhai X, et al. Single-shot spatial instability and electric control of polariton condensates at room temperature. <i>Physical Review B</i>. 2023;108(20). doi:<a href=\"https://doi.org/10.1103/physrevb.108.205303\">10.1103/physrevb.108.205303</a>","chicago":"Gao, Ying, Xuekai Ma, Xiaokun Zhai, Chunzi Xing, Meini Gao, Haitao Dai, Hao Wu, et al. “Single-Shot Spatial Instability and Electric Control of Polariton Condensates at Room Temperature.” <i>Physical Review B</i> 108, no. 20 (2023). <a href=\"https://doi.org/10.1103/physrevb.108.205303\">https://doi.org/10.1103/physrevb.108.205303</a>.","ieee":"Y. 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Bauch, C.-D. Dong, S. Schumacher, Journal of Materials Chemistry C 11 (2023) 12992–12998.","mla":"Bauch, Fabian, et al. “Dynamics-Induced Charge Transfer in Semiconducting Conjugated Polymers.” <i>Journal of Materials Chemistry C</i>, vol. 11, no. 38, Royal Society of Chemistry (RSC), 2023, pp. 12992–98, doi:<a href=\"https://doi.org/10.1039/d3tc02263c\">10.1039/d3tc02263c</a>.","apa":"Bauch, F., Dong, C.-D., &#38; Schumacher, S. (2023). Dynamics-induced charge transfer in semiconducting conjugated polymers. <i>Journal of Materials Chemistry C</i>, <i>11</i>(38), 12992–12998. <a href=\"https://doi.org/10.1039/d3tc02263c\">https://doi.org/10.1039/d3tc02263c</a>","ieee":"F. Bauch, C.-D. Dong, and S. Schumacher, “Dynamics-induced charge transfer in semiconducting conjugated polymers,” <i>Journal of Materials Chemistry C</i>, vol. 11, no. 38, pp. 12992–12998, 2023, doi: <a href=\"https://doi.org/10.1039/d3tc02263c\">10.1039/d3tc02263c</a>.","chicago":"Bauch, Fabian, Chuan-Ding Dong, and Stefan Schumacher. “Dynamics-Induced Charge Transfer in Semiconducting Conjugated Polymers.” <i>Journal of Materials Chemistry C</i> 11, no. 38 (2023): 12992–98. <a href=\"https://doi.org/10.1039/d3tc02263c\">https://doi.org/10.1039/d3tc02263c</a>.","ama":"Bauch F, Dong C-D, Schumacher S. Dynamics-induced charge transfer in semiconducting conjugated polymers. <i>Journal of Materials Chemistry C</i>. 2023;11(38):12992-12998. doi:<a href=\"https://doi.org/10.1039/d3tc02263c\">10.1039/d3tc02263c</a>"},"publication_identifier":{"issn":["2050-7526","2050-7534"]},"publication_status":"published","department":[{"_id":"15"},{"_id":"170"},{"_id":"297"},{"_id":"35"},{"_id":"230"},{"_id":"27"}],"user_id":"16199","_id":"61267","project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"status":"public","type":"journal_article","title":"Dynamics-induced charge transfer in semiconducting conjugated polymers","date_created":"2025-09-12T11:43:03Z","publisher":"Royal Society of Chemistry (RSC)","year":"2023","issue":"38","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"<jats:p>Dynamics-induced interchain charge transfer in a polymer aggregate in stack configuration can be understood by single-oligomer polaron energy.</jats:p>"}],"publication":"Journal of Materials Chemistry C"},{"user_id":"66956","department":[{"_id":"459"}],"project":[{"_id":"606","name":"COMeIN - Communities of Practice NRW für eine innovative Lehrerbildung"}],"_id":"61288","language":[{"iso":"ger"}],"type":"journal_article","publication":"Herausforderung Lehrer:innenbildung. 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