Hauptinhalt
Topinformationen
Education Working Group Remote Sensing and Digital Image Analysis
Dr. rer. nat. Thomas Jarmer
Lehrveranstaltungen
Sommersemester 2025
Wintersemester 2024/25
Sommersemester 2024
Wintersemester 2023/24
Explainability of Large Language Models
Allgemeine Informationen
- Veranstaltungsart
- Seminar
- Semester
- WiSe 2025/26
- ECTS-Punkte
- 4
- Veranstaltungsnummer
- 8.30109
- Voraussetzungen
- A basic background of LLMs and how they work Experience in programming with Python and related LLMs libraries.
- Details
- Link zur Veranstaltung in StudIP
Dozent*innen
Beschreibung
Large Language Models (LLMs) have shown extraordinary performance in various domains. Yet, as many deep learning models, the reason and interpretation of this performance remain intransparent, at least to some level.
In this course, we will read, present, and discuss various research papers that aim at explaining and interpreting how LLMs work using different methods.
We will also replicate some of the provided code of the papers and test them in class.
Studienbereiche
- Cognitive Science > Bachelor-Programm
- Cognitive Science > Master-Programm
- Human Sciences (e.g. Cognitive Science, Psychology)
Modulzuordnungen der Veranstaltung
- Bachelor of Science Informatik > CS-BWP-AI - Künstliche Intelligenz gültig ab WiSe 2019/20
- Bachelor of Science Mathematik > CS-BWP-AI - Künstliche Intelligenz gültig ab WiSe 2019/20
- Bachelor of Science Cognitive Science > CS-BWP-AI - Künstliche Intelligenz gültig ab WiSe 2019/20
- Master of Science Mathematik > CS-BWP-AI - Künstliche Intelligenz gültig ab WiSe 2019/20
- Bachelor of Science Informatik > CS-BWP-CL - (Computer)Linguistik gültig ab WiSe 2019/20
- Bachelor of Science Mathematik > CS-BWP-CL - (Computer)Linguistik gültig ab WiSe 2019/20
- Bachelor of Science Cognitive Science > CS-BWP-CL - (Computer)Linguistik gültig ab WiSe 2019/20
- Master of Science Mathematik > CS-BWP-CL - (Computer)Linguistik gültig ab WiSe 2019/20
- Master of Science Cognitive Science > CS-MWP-AI - Artificial Intelligence
- Master of Science Cognitive Science > CS-MWP-CL - (Computational) Linguistics
- Bachelor of Science Cognitive Science > CS24-BWP-CL-G - Themen der Computerlinguistik "G" gültig ab WiSe 2024/25
- Bachelor of Science Cognitive Science > CS24-BWP-CL-F - Themen der Computerlinguistik "F" gültig ab WiSe 2024/25
- Bachelor of Science Cognitive Science > CS24-BWP-CL-E - Themen der Computerlinguistik "E" gültig ab WiSe 2024/25
- Bachelor of Science Cognitive Science > CS24-BWP-CL-D - Themen der Computerlinguistik "D" gültig ab WiSe 2024/25
- Bachelor of Science Cognitive Science > CS24-BWP-CL-L - Themen der Computerlinguistik "L" gültig ab WiSe 2024/25
- Bachelor of Science Cognitive Science > CS24-BWP-CL-K - Themen der Computerlinguistik "K" gültig ab WiSe 2024/25
- Bachelor of Science Cognitive Science > CS24-BWP-CL-C - Themen der Computerlinguistik "C" gültig ab WiSe 2024/25
- Bachelor of Science Cognitive Science > CS24-BWP-CL-J - Themen der Computerlinguistik "J" gültig ab WiSe 2024/25
- Bachelor of Science Cognitive Science > CS24-BWP-CL-B - Themen der Computerlinguistik "B" gültig ab WiSe 2024/25
- Bachelor of Science Cognitive Science > CS24-BWP-CL-I - Themen der Computerlinguistik "I" gültig ab WiSe 2024/25
- Bachelor of Science Cognitive Science > CS24-BWP-CL-A - Themen der Computerlinguistik "A" gültig ab WiSe 2024/25
- Bachelor of Science Cognitive Science > CS24-BWP-CL-H - Themen der Computerlinguistik "H" gültig ab WiSe 2024/25
- Master of Science Weiterbildung Cognitive Computing > CS24-MWP-CL-G - Themen der Computerlinguistik "G" gültig ab WiSe 2024/25
- Master of Science Cognitive Science > CS24-MWP-CL-G - Themen der Computerlinguistik "G" gültig ab WiSe 2024/25
- Master of Science Weiterbildung Cognitive Computing > CS24-MWP-CL-F - Themen der Computerlinguistik "F" gültig ab WiSe 2024/25
- Master of Science Cognitive Science > CS24-MWP-CL-F - Themen der Computerlinguistik "F" gültig ab WiSe 2024/25
- Master of Science Weiterbildung Cognitive Computing > CS24-MWP-CL-E - Themen der Computerlinguistik "E" gültig ab WiSe 2024/25
- Master of Science Cognitive Science > CS24-MWP-CL-E - Themen der Computerlinguistik "E" gültig ab WiSe 2024/25
- Master of Science Weiterbildung Cognitive Computing > CS24-MWP-CL-D - Themen der Computerlinguistik "D" gültig ab WiSe 2024/25
- Master of Science Cognitive Science > CS24-MWP-CL-D - Themen der Computerlinguistik "D" gültig ab WiSe 2024/25
- Master of Science Weiterbildung Cognitive Computing > CS24-MWP-CL-C - Themen der Computerlinguistik "C" gültig ab WiSe 2024/25
- Master of Science Cognitive Science > CS24-MWP-CL-C - Themen der Computerlinguistik "C" gültig ab WiSe 2024/25
- Master of Science Weiterbildung Cognitive Computing > CS24-MWP-CL-B - Themen der Computerlinguistik "B" gültig ab WiSe 2024/25
- Master of Science Cognitive Science > CS24-MWP-CL-B - Themen der Computerlinguistik "B" gültig ab WiSe 2024/25
- Master of Science Weiterbildung Cognitive Computing > CS24-MWP-CL-A - Themen der Computerlinguistik "A" gültig ab WiSe 2024/25
- Master of Science Cognitive Science > CS24-MWP-CL-A - Themen der Computerlinguistik "A" gültig ab WiSe 2024/25
- Master of Science Weiterbildung Cognitive Computing > CS24-MWP-CL-H - Themen der Computerlinguistik "H" gültig ab WiSe 2024/25
- Master of Science Cognitive Science > CS24-MWP-CL-H - Themen der Computerlinguistik "H" gültig ab WiSe 2024/25
