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116 Publications
2024 | Journal Article | LibreCat-ID: 53072 | 
@article{Banh_Tünnermann_Rohlfing_Scharlau_2024, title={Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution}, volume={15}, DOI={10.3389/fpsyg.2024.1451309}, journal={Frontiers in Psychology}, author={Banh, Ngoc Chi and Tünnermann, Jan and Rohlfing, Katharina J. and Scharlau, Ingrid}, year={2024} }
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2024 | Conference Paper | LibreCat-ID: 55404
@inproceedings{Alshomary_Lange_Booshehri_Sengupta_Cimiano_Wachsmuth_2024, place={Torino, Italia}, title={Modeling the Quality of Dialogical Explanations}, booktitle={Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)}, publisher={ELRA and ICCL}, author={Alshomary, Milad and Lange, Felix and Booshehri, Meisam and Sengupta, Meghdut and Cimiano, Philipp and Wachsmuth, Henning}, editor={Calzolari, Nicoletta and Kan, Min-Yen and Hoste, Veronique and Lenci, Alessandro and Sakti, Sakriani and Xue, Nianwen}, year={2024}, pages={11523–11536} }
LibreCat
2024 | Journal Article | LibreCat-ID: 58109 |
@article{Scharlau_Körber_Sengupta_Wachsmuth_2024, title={When to use a metaphor: Metaphors in dialogical explanations with addressees of different expertise}, volume={3}, journal={Frontiers in Language Sciences}, author={Scharlau, Ingrid and Körber, Miriam and Sengupta, Meghdut and Wachsmuth, Henning}, year={2024}, pages={1474924} }
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2024 | Conference Paper | LibreCat-ID: 55403 |
@inproceedings{Buschmeier_Cimiano_Kopp_Kornowicz_Lammert_Matarese_Mindlin_Robrecht_Vollmer_Wagner_et al._2024, title={Towards a Computational Architecture for Co-Constructive Explainable Systems}, DOI={10.1145/3648505.3648509}, booktitle={Proceedings of the 2024 Workshop on Explainability Engineering}, publisher={ACM}, author={Buschmeier, Hendrik and Cimiano, Philipp and Kopp, Stefan and Kornowicz, Jaroslaw and Lammert, Olesja and Matarese, Marco and Mindlin, Dimitry and Robrecht, Amelie Sophie and Vollmer, Anna-Lisa and Wagner, Petra and et al.}, year={2024}, pages={20–25} }
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2024 | Conference Paper | LibreCat-ID: 55912
@inproceedings{Türk_Lazarov_Wang_Buschmeier_Grimminger_Wagner_2024, place={San José, Costa Rica}, title={Predictability of understanding in explanatory interactions based on multimodal cues}, DOI={10.1145/3678957.3685741}, booktitle={Proceedings of the 26th ACM International Conference on Multimodal Interaction}, author={Türk, Olcay and Lazarov, Stefan Teodorov and Wang, Yu and Buschmeier, Hendrik and Grimminger, Angela and Wagner, Petra}, year={2024}, pages={449–458} }
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2024 | Conference Paper | LibreCat-ID: 61179 |
@inproceedings{Sieker_Junker_Utescher_Attari_Wersing_Buschmeier_Zarrieß_2024, place={Miami, FL, USA}, title={The illusion of competence: Evaluating the effect of explanations on users’ mental models of visual question answering systems}, DOI={10.18653/v1/2024.emnlp-main.1084}, booktitle={Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing}, publisher={ACL}, author={Sieker, Judith and Junker, Simeon and Utescher, Ronja and Attari, Nazia and Wersing, Heiko and Buschmeier, Hendrik and Zarrieß, Sina}, year={2024}, pages={19459–19475} }
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2024 | Conference Paper | LibreCat-ID: 55917 |
@inproceedings{Booshehri_Buschmeier_Cimiano_2024, place={Santiago de Compostela, Spain}, title={Towards a BFO-based ontology of understanding in explanatory interactions}, booktitle={Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI)}, publisher={International Association for Ontology and its Applications}, author={Booshehri, Meisam and Buschmeier, Hendrik and Cimiano, Philipp}, year={2024} }
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2024 | Conference Paper | LibreCat-ID: 61177 |
@inproceedings{Xu_Wang_An_Liu_Li_2024, place={Miami, FL, USA}, title={Detecting subtle differences between human and model languages using spectrum of relative likelihood}, DOI={10.18653/v1/2024.emnlp-main.564}, booktitle={Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing}, publisher={ACL}, author={Xu, Yang and Wang, Yu and An, Hao and Liu, Zhichen and Li, Yongyuan}, year={2024}, pages={10108–10121} }
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2024 | Conference Abstract | LibreCat-ID: 56985
@inproceedings{Buschmeier_Kopp_Hassan_2024, title={Multimodal Co-Construction of Explanations with XAI Workshop}, DOI={10.1145/3678957.3689205}, booktitle={Proceedings of the 26th ACM International Conference on Multimodal Interaction}, publisher={ACM}, author={Buschmeier, Hendrik and Kopp, Stefan and Hassan, Teena}, year={2024}, pages={698–699} }
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2024 | Conference Paper | LibreCat-ID: 55916
@inproceedings{Booshehri_Buschmeier_Cimiano_2024, place={San José, Costa Rica}, title={A model of factors contributing to the success of dialogical explanations}, DOI={10.1145/3678957.3685744}, booktitle={Proceedings of the 26th ACM International Conference on Multimodal Interaction}, publisher={ACM}, author={Booshehri, Meisam and Buschmeier, Hendrik and Cimiano, Philipp}, year={2024}, pages={373–381} }
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2024 | Conference Paper | LibreCat-ID: 55995 |
@inproceedings{Pilán_Prévot_Buschmeier_Lison_2024, place={Kyoto, Japan}, title={Conversational feedback in scripted versus spontaneous dialogues: A comparative analysis}, DOI={10.18653/v1/2024.sigdial-1.38}, booktitle={Proceedings of the 25th Meeting of the Special Interest Group on Discourse and Dialogue}, author={Pilán, Ildikó and Prévot, Laurent and Buschmeier, Hendrik and Lison, Pierre}, year={2024}, pages={440–457} }
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2024 | Conference Paper | LibreCat-ID: 55913 |
@inproceedings{Wagner_Włodarczak_Buschmeier_Türk_Gilmartin_2024, place={Trento, Italy}, title={Turn-taking dynamics across different phases of explanatory dialogues}, booktitle={Proceedings of the 28th Workshop on the Semantics and Pragmatics of Dialogue}, author={Wagner, Petra and Włodarczak, Marcin and Buschmeier, Hendrik and Türk, Olcay and Gilmartin, Emer}, year={2024}, pages={6–14} }
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2024 | Journal Article | LibreCat-ID: 56190
@article{Klowait_Erofeeva_Lenke_Horwath_Buschmeier_2024, title={Can AI explain AI? Interactive co-construction of explanations among human and artificial agents}, volume={18}, DOI={10.1177/17504813241267069}, number={6}, journal={Discourse & Communication}, publisher={Sage}, author={Klowait, Nils and Erofeeva, Maria and Lenke, Michael and Horwath, Ilona and Buschmeier, Hendrik}, year={2024}, pages={917–930} }
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2024 | Conference Paper | LibreCat-ID: 58224
@inproceedings{Kenneweg_Kenneweg_Fumagalli_Hammer_2024, title={No learning rates needed: Introducing SALSA - Stable Armijo Line Search Adaptation}, DOI={10.1109/IJCNN60899.2024.10650124}, booktitle={2024 International Joint Conference on Neural Networks (IJCNN)}, author={Kenneweg, Philip and Kenneweg, Tristan and Fumagalli, Fabian and Hammer, Barbara}, year={2024}, pages={1–8} }
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2024 | Conference Paper | LibreCat-ID: 53073
@inproceedings{Muschalik_Fumagalli_Hammer_Huellermeier_2024, title={Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles}, volume={38}, DOI={10.1609/aaai.v38i13.29352}, number={13}, booktitle={Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={14388–14396} }
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2024 | Conference Paper | LibreCat-ID: 55311
@inproceedings{Kolpaczki_Muschalik_Fumagalli_Hammer_Huellermeier_2024, series={Proceedings of Machine Learning Research}, title={SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification}, volume={238}, booktitle={Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS)}, publisher={PMLR}, author={Kolpaczki, Patrick and Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={3520–3528}, collection={Proceedings of Machine Learning Research} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 58223
@inproceedings{Fumagalli_Muschalik_Kolpaczki_Hüllermeier_Hammer_2024, series={Proceedings of Machine Learning Research}, title={KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions}, volume={235}, booktitle={Proceedings of the 41st International Conference on Machine Learning (ICML)}, publisher={PMLR}, author={Fumagalli, Fabian and Muschalik, Maximilian and Kolpaczki, Patrick and Hüllermeier, Eyke and Hammer, Barbara}, year={2024}, pages={14308–14342}, collection={Proceedings of Machine Learning Research} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 61228
@inproceedings{Muschalik_Baniecki_Fumagalli_Kolpaczki_Hammer_Huellermeier_2024, title={shapiq: Shapley interactions for machine learning}, volume={37}, booktitle={Advances in Neural Information Processing Systems (NeurIPS)}, author={Muschalik, Maximilian and Baniecki, Hubert and Fumagalli, Fabian and Kolpaczki, Patrick and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={130324–130357} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 61230
@inproceedings{Kolpaczki_Bengs_Muschalik_Hüllermeier_2024, title={Approximating the shapley value without marginal contributions}, volume={38}, number={12}, booktitle={Proceedings of the AAAI conference on Artificial Intelligence (AAAI)}, author={Kolpaczki, Patrick and Bengs, Viktor and Muschalik, Maximilian and Hüllermeier, Eyke}, year={2024}, pages={13246–13255} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 61176 |
@inproceedings{Wang_Buschmeier_2024, place={Vienna, Austria}, title={Revisiting the phenomenon of syntactic complexity convergence on German dialogue data}, booktitle={Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024)}, author={Wang, Yu and Buschmeier, Hendrik}, year={2024}, pages={75–80} }
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