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Michael Roos

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author1

Across the 1 of 3 papers where every author was matched, so the position is known.

fields
  • econ.GN2
  • cs.CL1
ORCID 0000-0002-5465-9893

identity via Semantic Scholar / OpenAlex

most citedIdentifying economic narratives in large text corpora -- An integrated approach using Large Language Models

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2025

Narrative Shift Detection: A Hybrid Approach of Dynamic Topic Models and Large Language Models

Kai-Robin Lange, Tobias Schmidt, Matthias Reccius +3

With rapidly evolving media narratives, it has become increasingly critical to not just extract narratives from a given corpus but rather investigate, how they develop over time. W…

econ.GN2025★ 1 cited

Identifying economic narratives in large text corpora -- An integrated approach using Large Language Models

Tobias Schmidt, Kai-Robin Lange, Matthias Reccius +3

As interest in economic narratives has grown in recent years, so has the number of pipelines dedicated to extracting such narratives from texts. Pipelines often employ a mix of sta…

econ.GN2024

Unemployment Benefits and Job Quality: Unveiling the Complexities of Labour Market Dynamics

Jessica Reale, Frederik Banning, Michael Roos

This study explores the impact of unemployment benefits on employment quality, job stability, and tenure within complex labour market dynamics. Given the macroeconomic consequences…

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