Seminar, 2 SWS, ECTS-Studium, ECTS-Credits: 5
Unterrichtssprache Englisch
Zeit und Ort: Di 10:15 - 11:45, LMS8 - R.EG.017 (40)
vom 9.4.2023 bis zum 9.7.2023
Voraussetzungen / Organisatorisches
a few lectures
presentations by peers
Inhalt
Large document collections, such as the web, are interesting for research from two points of view: first, as a field of study, i.e., to analyze, explore, classify, and recommend or short as an application domain; and second, as a source to train models or discover knowledge. In this seminar, we will focus on one of various aspects of working with large document collections: from large language models to generate text or answer questions, to learning topic models and constructing knowledge graphs.
Lernziele:
Find and assess good research publications
Familiarize with recent research results
Design and execute experiments
Write a research paper
Present your insights
Lehrinhalte:
The topic will be related to digital libraries and large document collections, alternating between language modeling, topic modeling, and knowledge graphs.
Empfohlene Literatur
A seed set of literature will be given at the beginning of the seminar.