--- _id: '52841' abstract: - lang: eng text: What is preventing us from building a NLP system that could help real people in real situations, for instance when they need legal advice but don{’}t understand law? This question is trickier than one might think, because legal systems vary from country to country, so do the law books, availability of data, and incomprehensibility of legalese. In this paper we focus Germany (which employs the civil-law system where, roughly speaking, interpretation of law codes dominates over precedence) and lay a foundational work to address the laymen{’}s legal question answering empirically. We create GerLayQA, a new dataset comprising of 21k laymen{’}s legal questions paired with answers from lawyers and grounded to concrete law book paragraphs. We experiment with a variety of retrieval and answer generation models and provide an in-depth analysis of limitations, which helps us to provide first empirical answers to the question above. author: - first_name: Marius full_name: Büttner, Marius last_name: Büttner - first_name: Ivan full_name: Habernal, Ivan id: '101881' last_name: Habernal citation: ama: 'Büttner M, Habernal I. Answering legal questions from laymen in German civil law system. In: Graham Y, Purver M, eds. Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics; 2024:2015–2027.' apa: 'Büttner, M., & Habernal, I. (2024). Answering legal questions from laymen in German civil law system. In Y. Graham & M. Purver (Eds.), Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) (pp. 2015–2027). Association for Computational Linguistics.' bibtex: '@inproceedings{Büttner_Habernal_2024, place={St. Julian{’}s, Malta}, title={Answering legal questions from laymen in German civil law system}, booktitle={Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)}, publisher={Association for Computational Linguistics}, author={Büttner, Marius and Habernal, Ivan}, editor={Graham, Yvette and Purver, Matthew}, year={2024}, pages={2015–2027} }' chicago: 'Büttner, Marius, and Ivan Habernal. “Answering Legal Questions from Laymen in German Civil Law System.” In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), edited by Yvette Graham and Matthew Purver, 2015–2027. St. Julian{’}s, Malta: Association for Computational Linguistics, 2024.' ieee: 'M. Büttner and I. Habernal, “Answering legal questions from laymen in German civil law system,” in Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), 2024, pp. 2015–2027.' mla: 'Büttner, Marius, and Ivan Habernal. “Answering Legal Questions from Laymen in German Civil Law System.” Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), edited by Yvette Graham and Matthew Purver, Association for Computational Linguistics, 2024, pp. 2015–2027.' short: 'M. Büttner, I. Habernal, in: Y. Graham, M. Purver (Eds.), Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), Association for Computational Linguistics, St. Julian{’}s, Malta, 2024, pp. 2015–2027.' date_created: 2024-03-25T11:27:27Z date_updated: 2024-03-25T11:28:00Z editor: - first_name: Yvette full_name: Graham, Yvette last_name: Graham - first_name: Matthew full_name: Purver, Matthew last_name: Purver language: - iso: eng page: 2015–2027 place: St. Julian{’}s, Malta publication: 'Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)' publisher: Association for Computational Linguistics status: public title: Answering legal questions from laymen in German civil law system type: conference user_id: '15504' year: '2024' ... --- _id: '52372' abstract: - lang: eng text: Due to the hydrolytic instability of LiPF6 in carbonate-based solvents, HF is a typical impurity in Li-ion battery electrolytes. HF significantly influences the performance of Li-ion batteries, for example by impacting the formation of the solid electrolyte interphase at the anode and by affecting transition metal dissolution at the cathode. Additionally, HF complicates studying fundamental interfacial electrochemistry of Li-ion battery electrolytes, such as direct anion reduction, because it is electrocatalytically relatively unstable, resulting in LiF passivation layers. Methods to selectively remove ppm levels of HF from LiPF6-containing carbonate-based electrolytes are limited. We introduce and benchmark a simple yet efficient electrochemical in situ method to selectively remove ppm amounts of HF from LiPF6-containing carbonate-based electrolytes. The basic idea is the application of a suitable potential to a high surface-area metallic electrode upon which only HF reacts (electrocatalytically) while all other electrolyte components are unaffected under the respective conditions. article_type: original author: - first_name: Xiaokun full_name: Ge, Xiaokun last_name: Ge - first_name: Marten full_name: Huck, Marten last_name: Huck - first_name: Andreas full_name: Kuhlmann, Andreas last_name: Kuhlmann - first_name: Michael full_name: Tiemann, Michael id: '23547' last_name: Tiemann orcid: 0000-0003-1711-2722 - first_name: Christian full_name: Weinberger, Christian id: '11848' last_name: Weinberger - first_name: Xiaodan full_name: Xu, Xiaodan last_name: Xu - first_name: Zhenyu full_name: Zhao, Zhenyu last_name: Zhao - first_name: Hans-Georg full_name: Steinrueck, Hans-Georg last_name: Steinrueck citation: ama: Ge X, Huck M, Kuhlmann A, et al. Electrochemical Removal of HF from Carbonate-based LiPF6-containing Li-ion Battery Electrolytes. Journal of The Electrochemical Society. 2024;171:030552. doi:10.1149/1945-7111/ad30d3 apa: Ge, X., Huck, M., Kuhlmann, A., Tiemann, M., Weinberger, C., Xu, X., Zhao, Z., & Steinrueck, H.-G. (2024). Electrochemical Removal of HF from Carbonate-based LiPF6-containing Li-ion Battery Electrolytes. Journal of The Electrochemical Society, 171, 030552. https://doi.org/10.1149/1945-7111/ad30d3 bibtex: '@article{Ge_Huck_Kuhlmann_Tiemann_Weinberger_Xu_Zhao_Steinrueck_2024, title={Electrochemical Removal of HF from Carbonate-based LiPF6-containing Li-ion Battery Electrolytes}, volume={171}, DOI={10.1149/1945-7111/ad30d3}, journal={Journal of The Electrochemical Society}, publisher={The Electrochemical Society}, author={Ge, Xiaokun and Huck, Marten and Kuhlmann, Andreas and Tiemann, Michael and Weinberger, Christian and Xu, Xiaodan and Zhao, Zhenyu and Steinrueck, Hans-Georg}, year={2024}, pages={030552} }' chicago: 'Ge, Xiaokun, Marten Huck, Andreas Kuhlmann, Michael Tiemann, Christian Weinberger, Xiaodan Xu, Zhenyu Zhao, and Hans-Georg Steinrueck. “Electrochemical Removal of HF from Carbonate-Based LiPF6-Containing Li-Ion Battery Electrolytes.” Journal of The Electrochemical Society 171 (2024): 030552. https://doi.org/10.1149/1945-7111/ad30d3.' ieee: 'X. Ge et al., “Electrochemical Removal of HF from Carbonate-based LiPF6-containing Li-ion Battery Electrolytes,” Journal of The Electrochemical Society, vol. 171, p. 030552, 2024, doi: 10.1149/1945-7111/ad30d3.' mla: Ge, Xiaokun, et al. “Electrochemical Removal of HF from Carbonate-Based LiPF6-Containing Li-Ion Battery Electrolytes.” Journal of The Electrochemical Society, vol. 171, The Electrochemical Society, 2024, p. 030552, doi:10.1149/1945-7111/ad30d3. short: X. Ge, M. Huck, A. Kuhlmann, M. Tiemann, C. Weinberger, X. Xu, Z. Zhao, H.-G. Steinrueck, Journal of The Electrochemical Society 171 (2024) 030552. date_created: 2024-03-08T06:27:10Z date_updated: 2024-03-25T17:01:09Z department: - _id: '35' - _id: '2' - _id: '307' doi: 10.1149/1945-7111/ad30d3 intvolume: ' 171' keyword: - Materials Chemistry - Electrochemistry - Surfaces - Coatings and Films - Condensed Matter Physics - Renewable Energy - Sustainability and the Environment - Electronic - Optical and Magnetic Materials language: - iso: eng main_file_link: - open_access: '1' url: https://dx.doi.org/10.1149/1945-7111/ad30d3 oa: '1' page: '030552' publication: Journal of The Electrochemical Society publication_identifier: issn: - 0013-4651 - 1945-7111 publication_status: published publisher: The Electrochemical Society quality_controlled: '1' status: public title: Electrochemical Removal of HF from Carbonate-based LiPF6-containing Li-ion Battery Electrolytes type: journal_article user_id: '23547' volume: 171 year: '2024' ... --- _id: '52871' author: - first_name: Lukas full_name: Bathelt, Lukas last_name: Bathelt - first_name: Eugen full_name: Djakow, Eugen id: '7904' last_name: Djakow - first_name: Christian full_name: Henke, Christian last_name: Henke - first_name: Ansgar full_name: Trächtler, Ansgar id: '552' last_name: Trächtler citation: ama: Bathelt L, Djakow E, Henke C, Trächtler A. Innovative measurement system for saber curvature observation in straightening processes. Procedia Computer Science. 2024;232:2018-2027. doi:10.1016/j.procs.2024.02.024 apa: Bathelt, L., Djakow, E., Henke, C., & Trächtler, A. (2024). Innovative measurement system for saber curvature observation in straightening processes. Procedia Computer Science, 232, 2018–2027. https://doi.org/10.1016/j.procs.2024.02.024 bibtex: '@article{Bathelt_Djakow_Henke_Trächtler_2024, title={Innovative measurement system for saber curvature observation in straightening processes}, volume={232}, DOI={10.1016/j.procs.2024.02.024}, journal={Procedia Computer Science}, publisher={Elsevier BV}, author={Bathelt, Lukas and Djakow, Eugen and Henke, Christian and Trächtler, Ansgar}, year={2024}, pages={2018–2027} }' chicago: 'Bathelt, Lukas, Eugen Djakow, Christian Henke, and Ansgar Trächtler. “Innovative Measurement System for Saber Curvature Observation in Straightening Processes.” Procedia Computer Science 232 (2024): 2018–27. https://doi.org/10.1016/j.procs.2024.02.024.' ieee: 'L. Bathelt, E. Djakow, C. Henke, and A. Trächtler, “Innovative measurement system for saber curvature observation in straightening processes,” Procedia Computer Science, vol. 232, pp. 2018–2027, 2024, doi: 10.1016/j.procs.2024.02.024.' mla: Bathelt, Lukas, et al. “Innovative Measurement System for Saber Curvature Observation in Straightening Processes.” Procedia Computer Science, vol. 232, Elsevier BV, 2024, pp. 2018–27, doi:10.1016/j.procs.2024.02.024. short: L. Bathelt, E. Djakow, C. Henke, A. Trächtler, Procedia Computer Science 232 (2024) 2018–2027. date_created: 2024-03-25T16:38:03Z date_updated: 2024-03-25T16:38:57Z department: - _id: '153' - _id: '241' doi: 10.1016/j.procs.2024.02.024 intvolume: ' 232' keyword: - General Engineering language: - iso: eng page: 2018-2027 publication: Procedia Computer Science publication_identifier: issn: - 1877-0509 publication_status: published publisher: Elsevier BV quality_controlled: '1' status: public title: Innovative measurement system for saber curvature observation in straightening processes type: journal_article user_id: '41470' volume: 232 year: '2024' ... --- _id: '52872' author: - first_name: Martin full_name: Baumann, Martin last_name: Baumann - first_name: Klaus full_name: Bengler, Klaus last_name: Bengler - first_name: Sandro full_name: Berndt-Tolzmann, Sandro last_name: Berndt-Tolzmann - first_name: Leon Johann full_name: Brettin, Leon Johann last_name: Brettin - first_name: Frank full_name: Diermeyer, Frank last_name: Diermeyer - first_name: Wolfgang full_name: Fastenmeier, Wolfgang last_name: Fastenmeier - first_name: Torsten full_name: Fleischer, Torsten last_name: Fleischer - first_name: Frank full_name: Flemisch, Frank last_name: Flemisch - first_name: Alexander full_name: Frey, Alexander last_name: Frey - first_name: Nicole full_name: Gräcmann, Nicole last_name: Gräcmann - first_name: Tobias full_name: Hardes, Tobias id: '35441' last_name: Hardes - first_name: Nicolas full_name: Herzberger, Nicolas last_name: Herzberger - first_name: Tobias full_name: Hesse, Tobias last_name: Hesse - first_name: Manuela full_name: Huetten, Manuela last_name: Huetten - first_name: Florian full_name: Klingler, Florian last_name: Klingler - first_name: Meike full_name: Jipp, Meike last_name: Jipp - first_name: Viktoriya full_name: Kolarova, Viktoriya last_name: Kolarova - first_name: Matthias full_name: Kühn, Matthias last_name: Kühn - first_name: Christian full_name: Maag, Christian last_name: Maag - first_name: Torsten full_name: Marx, Torsten last_name: Marx - first_name: Markus full_name: Maurer, Markus last_name: Maurer - first_name: Nora full_name: Merkel, Nora last_name: Merkel - first_name: Michael full_name: Oehl, Michael last_name: Oehl - first_name: Viktor full_name: Oubaid, Viktor last_name: Oubaid - first_name: Lena full_name: Plum, Lena last_name: Plum - first_name: Gerd full_name: Riegelhuth, Gerd last_name: Riegelhuth - first_name: Nayel Fabian full_name: Salem, Nayel Fabian last_name: Salem - first_name: Andreas full_name: Schrank, Andreas last_name: Schrank - first_name: Elisabeth full_name: Shi, Elisabeth last_name: Shi - first_name: Christoph full_name: Sommer, Christoph last_name: Sommer - first_name: Joscha full_name: Wasser, Joscha last_name: Wasser - first_name: Christian full_name: Wietfeld, Christian last_name: Wietfeld citation: ama: Baumann M, Bengler K, Berndt-Tolzmann S, et al. Abschlussbericht Der Arbeitsgruppe “Forschungsbedarf Teleoperation.” Bundesanstalt für Straßenwesen; 2024. apa: Baumann, M., Bengler, K., Berndt-Tolzmann, S., Brettin, L. J., Diermeyer, F., Fastenmeier, W., Fleischer, T., Flemisch, F., Frey, A., Gräcmann, N., Hardes, T., Herzberger, N., Hesse, T., Huetten, M., Klingler, F., Jipp, M., Kolarova, V., Kühn, M., Maag, C., … Wietfeld, C. (2024). Abschlussbericht der Arbeitsgruppe “Forschungsbedarf Teleoperation.” Bundesanstalt für Straßenwesen. bibtex: '@book{Baumann_Bengler_Berndt-Tolzmann_Brettin_Diermeyer_Fastenmeier_Fleischer_Flemisch_Frey_Gräcmann_et al._2024, title={Abschlussbericht der Arbeitsgruppe “Forschungsbedarf Teleoperation”}, publisher={Bundesanstalt für Straßenwesen}, author={Baumann, Martin and Bengler, Klaus and Berndt-Tolzmann, Sandro and Brettin, Leon Johann and Diermeyer, Frank and Fastenmeier, Wolfgang and Fleischer, Torsten and Flemisch, Frank and Frey, Alexander and Gräcmann, Nicole and et al.}, year={2024} }' chicago: Baumann, Martin, Klaus Bengler, Sandro Berndt-Tolzmann, Leon Johann Brettin, Frank Diermeyer, Wolfgang Fastenmeier, Torsten Fleischer, et al. Abschlussbericht Der Arbeitsgruppe “Forschungsbedarf Teleoperation.” Bundesanstalt für Straßenwesen, 2024. ieee: M. Baumann et al., Abschlussbericht der Arbeitsgruppe “Forschungsbedarf Teleoperation.” Bundesanstalt für Straßenwesen, 2024. mla: Baumann, Martin, et al. Abschlussbericht Der Arbeitsgruppe “Forschungsbedarf Teleoperation.” Bundesanstalt für Straßenwesen, 2024. short: M. Baumann, K. Bengler, S. Berndt-Tolzmann, L.J. Brettin, F. Diermeyer, W. Fastenmeier, T. Fleischer, F. Flemisch, A. Frey, N. Gräcmann, T. Hardes, N. Herzberger, T. Hesse, M. Huetten, F. Klingler, M. Jipp, V. Kolarova, M. Kühn, C. Maag, T. Marx, M. Maurer, N. Merkel, M. Oehl, V. Oubaid, L. Plum, G. Riegelhuth, N.F. Salem, A. Schrank, E. Shi, C. Sommer, J. Wasser, C. Wietfeld, Abschlussbericht Der Arbeitsgruppe “Forschungsbedarf Teleoperation,” Bundesanstalt für Straßenwesen, 2024. date_created: 2024-03-25T19:38:39Z date_updated: 2024-03-25T19:39:56Z department: - _id: '534' language: - iso: eng publisher: Bundesanstalt für Straßenwesen status: public title: Abschlussbericht der Arbeitsgruppe "Forschungsbedarf Teleoperation" type: report user_id: '35441' year: '2024' ... --- _id: '52876' article_number: L012043 author: - first_name: Christian full_name: Arends, Christian id: '43994' last_name: Arends - first_name: Lasse Lennart full_name: Wolf, Lasse Lennart id: '45027' last_name: Wolf - first_name: Jasmin full_name: Meinecke, Jasmin last_name: Meinecke - first_name: Sonja full_name: Barkhofen, Sonja id: '48188' last_name: Barkhofen - first_name: Tobias full_name: Weich, Tobias id: '49178' last_name: Weich orcid: 0000-0002-9648-6919 - first_name: Tim full_name: Bartley, Tim id: '49683' last_name: Bartley citation: ama: Arends C, Wolf LL, Meinecke J, Barkhofen S, Weich T, Bartley T. Decomposing large unitaries into multimode devices of arbitrary size. Physical Review Research. 2024;6(1). doi:10.1103/physrevresearch.6.l012043 apa: Arends, C., Wolf, L. L., Meinecke, J., Barkhofen, S., Weich, T., & Bartley, T. (2024). Decomposing large unitaries into multimode devices of arbitrary size. Physical Review Research, 6(1), Article L012043. https://doi.org/10.1103/physrevresearch.6.l012043 bibtex: '@article{Arends_Wolf_Meinecke_Barkhofen_Weich_Bartley_2024, title={Decomposing large unitaries into multimode devices of arbitrary size}, volume={6}, DOI={10.1103/physrevresearch.6.l012043}, number={1L012043}, journal={Physical Review Research}, publisher={American Physical Society (APS)}, author={Arends, Christian and Wolf, Lasse Lennart and Meinecke, Jasmin and Barkhofen, Sonja and Weich, Tobias and Bartley, Tim}, year={2024} }' chicago: Arends, Christian, Lasse Lennart Wolf, Jasmin Meinecke, Sonja Barkhofen, Tobias Weich, and Tim Bartley. “Decomposing Large Unitaries into Multimode Devices of Arbitrary Size.” Physical Review Research 6, no. 1 (2024). https://doi.org/10.1103/physrevresearch.6.l012043. ieee: 'C. Arends, L. L. Wolf, J. Meinecke, S. Barkhofen, T. Weich, and T. Bartley, “Decomposing large unitaries into multimode devices of arbitrary size,” Physical Review Research, vol. 6, no. 1, Art. no. L012043, 2024, doi: 10.1103/physrevresearch.6.l012043.' mla: Arends, Christian, et al. “Decomposing Large Unitaries into Multimode Devices of Arbitrary Size.” Physical Review Research, vol. 6, no. 1, L012043, American Physical Society (APS), 2024, doi:10.1103/physrevresearch.6.l012043. short: C. Arends, L.L. Wolf, J. Meinecke, S. Barkhofen, T. Weich, T. Bartley, Physical Review Research 6 (2024). date_created: 2024-03-26T08:52:05Z date_updated: 2024-03-26T08:54:02Z department: - _id: '623' - _id: '15' doi: 10.1103/physrevresearch.6.l012043 intvolume: ' 6' issue: '1' keyword: - General Physics and Astronomy language: - iso: eng publication: Physical Review Research publication_identifier: issn: - 2643-1564 publication_status: published publisher: American Physical Society (APS) status: public title: Decomposing large unitaries into multimode devices of arbitrary size type: journal_article user_id: '48188' volume: 6 year: '2024' ... --- _id: '52958' author: - first_name: Christoph full_name: Boeddeker, Christoph id: '40767' last_name: Boeddeker - first_name: Aswin Shanmugam full_name: Subramanian, Aswin Shanmugam last_name: Subramanian - first_name: Gordon full_name: Wichern, Gordon last_name: Wichern - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach - first_name: Jonathan full_name: Le Roux, Jonathan last_name: Le Roux citation: ama: 'Boeddeker C, Subramanian AS, Wichern G, Haeb-Umbach R, Le Roux J. TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 2024;32:1185-1197. doi:10.1109/taslp.2024.3350887' apa: 'Boeddeker, C., Subramanian, A. S., Wichern, G., Haeb-Umbach, R., & Le Roux, J. (2024). TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 32, 1185–1197. https://doi.org/10.1109/taslp.2024.3350887' bibtex: '@article{Boeddeker_Subramanian_Wichern_Haeb-Umbach_Le Roux_2024, title={TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings}, volume={32}, DOI={10.1109/taslp.2024.3350887}, journal={IEEE/ACM Transactions on Audio, Speech, and Language Processing}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Boeddeker, Christoph and Subramanian, Aswin Shanmugam and Wichern, Gordon and Haeb-Umbach, Reinhold and Le Roux, Jonathan}, year={2024}, pages={1185–1197} }' chicago: 'Boeddeker, Christoph, Aswin Shanmugam Subramanian, Gordon Wichern, Reinhold Haeb-Umbach, and Jonathan Le Roux. “TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings.” IEEE/ACM Transactions on Audio, Speech, and Language Processing 32 (2024): 1185–97. https://doi.org/10.1109/taslp.2024.3350887.' ieee: 'C. Boeddeker, A. S. Subramanian, G. Wichern, R. Haeb-Umbach, and J. Le Roux, “TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings,” IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 32, pp. 1185–1197, 2024, doi: 10.1109/taslp.2024.3350887.' mla: 'Boeddeker, Christoph, et al. “TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings.” IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 32, Institute of Electrical and Electronics Engineers (IEEE), 2024, pp. 1185–97, doi:10.1109/taslp.2024.3350887.' short: C. Boeddeker, A.S. Subramanian, G. Wichern, R. Haeb-Umbach, J. Le Roux, IEEE/ACM Transactions on Audio, Speech, and Language Processing 32 (2024) 1185–1197. date_created: 2024-03-26T16:11:54Z date_updated: 2024-03-26T16:16:34Z department: - _id: '54' doi: 10.1109/taslp.2024.3350887 intvolume: ' 32' keyword: - Electrical and Electronic Engineering - Acoustics and Ultrasonics - Computer Science (miscellaneous) - Computational Mathematics language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/2303.03849 oa: '1' page: 1185-1197 publication: IEEE/ACM Transactions on Audio, Speech, and Language Processing publication_identifier: issn: - 2329-9290 - 2329-9304 publication_status: published publisher: Institute of Electrical and Electronics Engineers (IEEE) status: public title: 'TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings' type: journal_article user_id: '40767' volume: 32 year: '2024' ... --- _id: '53060' author: - first_name: Oxana full_name: Eremin, Oxana id: '27914' last_name: Eremin citation: ama: 'Eremin O. Rezension zu: Corinna Schmechel (2022). Auspowern und Empowern? Eine Ethnohraphie queerer Fitnesskultur. Bielefeld. GENDER Zeitschrift für Geschlecht, Kultur und Gesellschaft. 2024;16(1).' apa: 'Eremin, O. (2024). Rezension zu: Corinna Schmechel (2022). Auspowern und Empowern? Eine Ethnohraphie queerer Fitnesskultur. Bielefeld. In GENDER. Zeitschrift für Geschlecht, Kultur und Gesellschaft (Vol. 16, Issue 1).' bibtex: '@article{Eremin_2024, title={Rezension zu: Corinna Schmechel (2022). Auspowern und Empowern? Eine Ethnohraphie queerer Fitnesskultur. Bielefeld.}, volume={16}, number={1}, journal={GENDER. Zeitschrift für Geschlecht, Kultur und Gesellschaft}, author={Eremin, Oxana}, year={2024} }' chicago: 'Eremin, Oxana. “Rezension Zu: Corinna Schmechel (2022). Auspowern Und Empowern? Eine Ethnohraphie Queerer Fitnesskultur. Bielefeld.” GENDER. Zeitschrift Für Geschlecht, Kultur Und Gesellschaft, 2024.' ieee: 'O. Eremin, “Rezension zu: Corinna Schmechel (2022). Auspowern und Empowern? Eine Ethnohraphie queerer Fitnesskultur. Bielefeld.,” GENDER. Zeitschrift für Geschlecht, Kultur und Gesellschaft, vol. 16, no. 1. 2024.' mla: 'Eremin, Oxana. “Rezension Zu: Corinna Schmechel (2022). Auspowern Und Empowern? Eine Ethnohraphie Queerer Fitnesskultur. Bielefeld.” GENDER. Zeitschrift Für Geschlecht, Kultur Und Gesellschaft, vol. 16, no. 1, 2024.' short: O. Eremin, GENDER. Zeitschrift Für Geschlecht, Kultur Und Gesellschaft 16 (2024). date_created: 2024-03-27T09:51:49Z date_updated: 2024-03-27T09:54:09Z intvolume: ' 16' issue: '1' language: - iso: eng publication: GENDER. Zeitschrift für Geschlecht, Kultur und Gesellschaft status: public title: 'Rezension zu: Corinna Schmechel (2022). Auspowern und Empowern? Eine Ethnohraphie queerer Fitnesskultur. Bielefeld.' type: review user_id: '27914' volume: 16 year: '2024' ... --- _id: '53065' citation: ama: Eremin O, Langer A, Mattei A, Mahs C, eds. Reproduktionspolitiken Und Selbstbestimmung. Vol 16.; 2024. apa: Reproduktionspolitiken und Selbstbestimmung. (2024). In O. Eremin, A. Langer, A. Mattei, & C. Mahs (Eds.), GENDER. Zeitschrift für Geschlecht, Kultur und Gesellschaft (Vol. 16, Issue 1). bibtex: '@book{Eremin_Langer_Mattei_Mahs_2024, title={Reproduktionspolitiken und Selbstbestimmung}, volume={16}, number={1}, journal={GENDER. Zeitschrift für Geschlecht, Kultur und Gesellschaft}, year={2024} }' chicago: Eremin, Oxana, Antje Langer, Annalisa Mattei, and Claudia Mahs, eds. Reproduktionspolitiken Und Selbstbestimmung. GENDER. Zeitschrift Für Geschlecht, Kultur Und Gesellschaft. Vol. 16, 2024. ieee: O. Eremin, A. Langer, A. Mattei, and C. Mahs, Eds., Reproduktionspolitiken und Selbstbestimmung, vol. 16, no. 1. 2024. mla: Eremin, Oxana, et al., editors. “Reproduktionspolitiken Und Selbstbestimmung.” GENDER. Zeitschrift Für Geschlecht, Kultur Und Gesellschaft, vol. 16, no. 1, 2024. short: O. Eremin, A. Langer, A. Mattei, C. Mahs, eds., Reproduktionspolitiken Und Selbstbestimmung, 2024. date_created: 2024-03-27T10:24:13Z date_updated: 2024-03-27T10:24:42Z editor: - first_name: Oxana full_name: Eremin, Oxana last_name: Eremin - first_name: Antje full_name: Langer, Antje last_name: Langer - first_name: Annalisa full_name: Mattei, Annalisa last_name: Mattei - first_name: Claudia full_name: Mahs, Claudia last_name: Mahs intvolume: ' 16' issue: '1' language: - iso: eng publication: GENDER. Zeitschrift für Geschlecht, Kultur und Gesellschaft status: public title: Reproduktionspolitiken und Selbstbestimmung type: journal_editor user_id: '27914' volume: 16 year: '2024' ... --- _id: '53068' abstract: - lang: eng text: "Für eine gelingende Umsetzung schulischer Inklusion gilt eine professionelle Weiterbildung der Lehrkräfte und des weiteren Schulpersonals als unverzichtbare Voraussetzung, um eine effektive Teamarbeit sowie die Einbindung von Eltern[i] in Erziehungs- und Bildungsprozesse zu gewährleisten. Im Projekt BiFoKi[ii] (Bielefelder Fortbildungskonzept zur Kooperation in inklusiven Schulen) wurde eine Fortbildungsmaßnahme für inklusive Schulen entwickelt, die sowohl die intrainstitutionelle Kooperation innerhalb der Schule als auch die interinstitutionelle Zusammenarbeit mit den Eltern der Schüler*innen mit und ohne sonderpädagogischen Unterstützungsbedarf adressiert. Die Fortbildung zielt u.a. darauf ab, durch eine im Jahrgangsteam gemeinsam geplante und verantwortete Elternarbeit eine einladende Atmosphäre zu schaffen, Kommunikationswege an diverser werdende Bedarfe der Eltern und der Schüler*innen anzupassen und Eltern stärker in schulische Bildungsprozesse einzubeziehen. Zur Evaluation der Fortbildung wurde eine quasi-experimentelle Studie mit einem Prä-Post-Kontrollgruppendesign realisiert. Längsschnittliche Daten liegen für 55 Lehr- und Fachkräfte vor. Die Ergebnisse der varianzanalytischen Auswertung zeigen, dass sich die Einschätzungen zur Kooperationsbereitschaft der Eltern sowie das selbstberichtete Kooperationsverhalten im Bereich der Erziehungs- und Bildungskooperation in der Interventionsgruppe nach der Teilnahme an der Fortbildung signifikant positiver entwickelt hat als in der Kontrollgruppe.\r\n \r\n[i] Mit dem Begriff Eltern sind hier alle erziehungs- bzw. sorgeberechtigten Personen gemeint.\r\n[ii] Hinweis zur Finanzierung: Das diesem Beitrag zugrunde liegende Vorhaben BiFoKi (Bielefelder Fortbildungskonzept zur Kooperation in inklusiven Schulen) wurde mit Mitteln des Bundesministeriums für Bildung und Forschung unter dem Förderkennzeichen 01NV1732in der Förderlinie „Qualifizierung der pädagogischen Fachkräfte für inklusive Bildung“ gefördert (Projektleitung: Birgit Lütje-Klose, Elke Wild, Julia Gorges und Phillip Neumann).\r\nAbstract\r\nTo implement inclusive education successfully, it is crucial that teachers and other school staff are trained to cooperate effectively as a team and to involve parents in educational processes. In the project BiFoKi (Bielefeld Training on Cooperation in inclusive), we developed an in-service training for inclusive schools that addresses the intra-institutional cooperation within schools and the inter-institutional cooperation with the parents of students with and without special educational needs. The training aims to prepare grade-level teams to create a welcoming atmosphere, adapt communication ways to the diverse needs of parents and students and to involve parents more strongly in school educational processes. To evaluate the effectiveness of the training, a quasi-experimental study with a pre-post control group design was implemented. Longitudinal data is available for 55 teachers and other professionals. The results indicate that the intervention group demonstrated a more positive development in terms of satisfaction with parents' willingness to cooperate as well as self-reported cooperative behavior in the area of educational cooperation, compared to the control group." alternative_title: - Encourage Grade-Level Teams to Cooperate with Parents – A Task for Teacher Training? Results of the Bielefeld Training on Cooperation in inclusive author: - first_name: Sandra full_name: Grüter, Sandra last_name: Grüter - first_name: Julia full_name: Gorges, Julia last_name: Gorges - first_name: Birgit full_name: Lütje-Klose, Birgit last_name: Lütje-Klose - first_name: Phillip full_name: Neumann, Phillip last_name: Neumann - first_name: Elke full_name: Wild, Elke last_name: Wild citation: ama: Grüter S, Gorges J, Lütje-Klose B, Neumann P, Wild E. Jahrgangsteams zur Kooperation mit Eltern anregen – eine Aufgabe für Fortbildungen? Evaluationsergebnisse zum Bielefelder Fortbildungskonzept zur Kooperation in inklusiven Schulen (BiFoKi). QfI - Qualifizierung für Inklusion Online-Zeitschrift zur Forschung über Aus-, Fort- und Weiterbildung pädagogischer Fachkräfte. 2024;5(3). doi:10.21248/qfi.131 apa: Grüter, S., Gorges, J., Lütje-Klose, B., Neumann, P., & Wild, E. (2024). Jahrgangsteams zur Kooperation mit Eltern anregen – eine Aufgabe für Fortbildungen? Evaluationsergebnisse zum Bielefelder Fortbildungskonzept zur Kooperation in inklusiven Schulen (BiFoKi). QfI - Qualifizierung Für Inklusion. Online-Zeitschrift Zur Forschung Über Aus-, Fort- Und Weiterbildung Pädagogischer Fachkräfte, 5(3). https://doi.org/10.21248/qfi.131 bibtex: '@article{Grüter_Gorges_Lütje-Klose_Neumann_Wild_2024, title={Jahrgangsteams zur Kooperation mit Eltern anregen – eine Aufgabe für Fortbildungen? Evaluationsergebnisse zum Bielefelder Fortbildungskonzept zur Kooperation in inklusiven Schulen (BiFoKi)}, volume={5}, DOI={10.21248/qfi.131}, number={3}, journal={QfI - Qualifizierung für Inklusion. Online-Zeitschrift zur Forschung über Aus-, Fort- und Weiterbildung pädagogischer Fachkräfte}, publisher={University Library J. C. Senckenberg}, author={Grüter, Sandra and Gorges, Julia and Lütje-Klose, Birgit and Neumann, Phillip and Wild, Elke}, year={2024} }' chicago: Grüter, Sandra, Julia Gorges, Birgit Lütje-Klose, Phillip Neumann, and Elke Wild. “Jahrgangsteams Zur Kooperation Mit Eltern Anregen – Eine Aufgabe Für Fortbildungen? Evaluationsergebnisse Zum Bielefelder Fortbildungskonzept Zur Kooperation in Inklusiven Schulen (BiFoKi).” QfI - Qualifizierung Für Inklusion. Online-Zeitschrift Zur Forschung Über Aus-, Fort- Und Weiterbildung Pädagogischer Fachkräfte 5, no. 3 (2024). https://doi.org/10.21248/qfi.131. ieee: 'S. Grüter, J. Gorges, B. Lütje-Klose, P. Neumann, and E. Wild, “Jahrgangsteams zur Kooperation mit Eltern anregen – eine Aufgabe für Fortbildungen? Evaluationsergebnisse zum Bielefelder Fortbildungskonzept zur Kooperation in inklusiven Schulen (BiFoKi),” QfI - Qualifizierung für Inklusion. Online-Zeitschrift zur Forschung über Aus-, Fort- und Weiterbildung pädagogischer Fachkräfte, vol. 5, no. 3, 2024, doi: 10.21248/qfi.131.' mla: Grüter, Sandra, et al. “Jahrgangsteams Zur Kooperation Mit Eltern Anregen – Eine Aufgabe Für Fortbildungen? Evaluationsergebnisse Zum Bielefelder Fortbildungskonzept Zur Kooperation in Inklusiven Schulen (BiFoKi).” QfI - Qualifizierung Für Inklusion. Online-Zeitschrift Zur Forschung Über Aus-, Fort- Und Weiterbildung Pädagogischer Fachkräfte, vol. 5, no. 3, University Library J. C. Senckenberg, 2024, doi:10.21248/qfi.131. short: S. Grüter, J. Gorges, B. Lütje-Klose, P. Neumann, E. Wild, QfI - Qualifizierung Für Inklusion. Online-Zeitschrift Zur Forschung Über Aus-, Fort- Und Weiterbildung Pädagogischer Fachkräfte 5 (2024). date_created: 2024-03-27T11:24:23Z date_updated: 2024-03-27T11:26:37Z department: - _id: '479' doi: 10.21248/qfi.131 intvolume: ' 5' issue: '3' keyword: - General Medicine language: - iso: eng publication: QfI - Qualifizierung für Inklusion. Online-Zeitschrift zur Forschung über Aus-, Fort- und Weiterbildung pädagogischer Fachkräfte publication_identifier: issn: - 2699-2477 publication_status: published publisher: University Library J. C. Senckenberg status: public title: Jahrgangsteams zur Kooperation mit Eltern anregen – eine Aufgabe für Fortbildungen? Evaluationsergebnisse zum Bielefelder Fortbildungskonzept zur Kooperation in inklusiven Schulen (BiFoKi) type: journal_article user_id: '77750' volume: 5 year: '2024' ... --- _id: '53073' abstract: - lang: eng text: While shallow decision trees may be interpretable, larger ensemble models like gradient-boosted trees, which often set the state of the art in machine learning problems involving tabular data, still remain black box models. As a remedy, the Shapley value (SV) is a well-known concept in explainable artificial intelligence (XAI) research for quantifying additive feature attributions of predictions. The model-specific TreeSHAP methodology solves the exponential complexity for retrieving exact SVs from tree-based models. Expanding beyond individual feature attribution, Shapley interactions reveal the impact of intricate feature interactions of any order. In this work, we present TreeSHAP-IQ, an efficient method to compute any-order additive Shapley interactions for predictions of tree-based models. TreeSHAP-IQ is supported by a mathematical framework that exploits polynomial arithmetic to compute the interaction scores in a single recursive traversal of the tree, akin to Linear TreeSHAP. We apply TreeSHAP-IQ on state-of-the-art tree ensembles and explore interactions on well-established benchmark datasets. article_type: original author: - first_name: Maximilian full_name: Muschalik, Maximilian last_name: Muschalik - first_name: Fabian full_name: Fumagalli, Fabian id: '93420' last_name: Fumagalli - first_name: Barbara full_name: Hammer, Barbara last_name: Hammer - first_name: Eyke full_name: Huellermeier, Eyke id: '48129' last_name: Huellermeier citation: ama: 'Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence. 2024;38(13):14388-14396. doi:10.1609/aaai.v38i13.29352' apa: 'Muschalik, M., Fumagalli, F., Hammer, B., & Huellermeier, E. (2024). Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence, 38(13), 14388–14396. https://doi.org/10.1609/aaai.v38i13.29352' bibtex: '@article{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}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={14388–14396} }' chicago: 'Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 13 (2024): 14388–96. https://doi.org/10.1609/aaai.v38i13.29352.' ieee: 'M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, pp. 14388–14396, 2024, doi: 10.1609/aaai.v38i13.29352.' mla: 'Muschalik, Maximilian, et al. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, Association for the Advancement of Artificial Intelligence (AAAI), 2024, pp. 14388–96, doi:10.1609/aaai.v38i13.29352.' short: M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396. date_created: 2024-03-27T14:50:04Z date_updated: 2024-03-27T15:06:39Z department: - _id: '660' doi: 10.1609/aaai.v38i13.29352 intvolume: ' 38' issue: '13' keyword: - Explainable Artificial Intelligence language: - iso: eng page: 14388-14396 project: - _id: '126' name: 'TRR 318 - C3: TRR 318 - Subproject C3' - _id: '109' grant_number: '438445824' name: 'TRR 318: TRR 318 - Erklärbarkeit konstruieren' - _id: '117' name: 'TRR 318 - C: TRR 318 - Project Area C' publication: Proceedings of the AAAI Conference on Artificial Intelligence publication_identifier: issn: - 2374-3468 - 2159-5399 publication_status: published publisher: Association for the Advancement of Artificial Intelligence (AAAI) status: public title: 'Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles' type: journal_article user_id: '93420' volume: 38 year: '2024' ...