---
_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'
...