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-# Team
+# Team (alphabetical order)
 
 - ![](https://www.slds.stat.uni-muenchen.de/images/assenmacher.png) [Matthias Aßenmacher](https://www.slds.stat.uni-muenchen.de/people/assenmacher/)
-  is a Postdoc at the Chair for Statistical Learning and Data Science at LMU. He extended Ben's initial course by creating most of the material on Transfer Learning, BERT and beyond. He is responsible for restructuring and extending the course, maintaining the website and the organization of the course at LMU.
-- ![](https://raw.githubusercontent.com/slds-lmu/dl4nlp/main/static/erionc.jpg) [Erion Çano](https://dm.cs.univie.ac.at/team/person/114494/)
-  is a Postdoc at Ben's group who joined the team in 2022 and contributed to restructuring and extending the course.
+  is a Postdoc at the Chair for Statistical Learning and Data Science at LMU. He extended Ben's initial course by creating most of the material on Transfer Learning, BERT, and beyond. He is responsible for restructuring and extending the course, maintaining the website, and organizing the course at LMU.
 - ![](https://www.misoda.statistik.uni-muenchen.de/bilder/heumann.png) [Christian Heumann](https://www.misoda.statistik.uni-muenchen.de/personen/professoren/heumann/index.html)
   is a Professor at the Department of Statistics at LMU. He is responsible for teaching the machine learning basics.
 - ![](https://www.benjaminroth.net/portrait_small.jpg) [Benjamin Roth](https://dm.cs.univie.ac.at/team/person/112089/)
-  is a Professor at the Faculty of Computer Science at University of Vienna. He created the initial version of this course back in 2019.
+  is a Professor at the Faculty of Computer Science at the University of Vienna. He created the initial version of this course back in 2019.
+- Hinrich Schütze is a Professor at the Center for Information and Language Processing at LMU. He is responsible for most of the content on LLMs.
 - ![](https://raw.githubusercontent.com/slds-lmu/dl4nlp/main/static/andreasstephan.jpg) [Andreas Stephan](https://dm.cs.univie.ac.at/team/person/114424/)
   is a PhD student at Ben's group who joined the team in 2022 and contributed to restructuring and extending the course.
 - ![](https://www.cis.uni-muenchen.de/~weissweiler/util/images/profile.jpg) [Leonie Weißweiler](https://www.cis.uni-muenchen.de/~weissweiler/)
-  is a PhD student at the Center for Imformation and Language Processing at LMU. She created the exercise sheets for the course. She is responsible for restructuring and extending the course as well as for the organization of the course at LMU.
+  is a PhD student at the Center for Information and Language Processing at LMU. She created the exercise sheets for the course. She is responsible for restructuring and extending the course as well as for the organization of the course at LMU.
 
 ## Acknowledgements
 
-- Nina Poerner and Marina Speranskaya contributed to the course material up until the transformer, back in the days when Ben still taught this course at LMU.
-- Hinrich Schütze created much of the content GPT in the winter term 20/21.
+- Ingo Ziegler and Marwin Härttrich (both 2023 -- 2024) contributed by creating the material for the programming assignments.
+- Erion Çano (2022 -- 2024) contributed to restructuring and extending the course.
+- Nina Poerner and Marina Speranskaya (before 2020) contributed to the course material up until the transformer, back in the days when Ben still taught this course at LMU.
 
 ## Contributors welcome