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In person icon Identifying Latent Concepts in Text Data

Political Methodology
Methods
Mixed Methods
P228
Iris Reus
Johann Wolfgang Goethe-Universität Frankfurt
Theofanis Exadaktylos
University of Surrey
Theofanis Exadaktylos
University of Surrey

Abstract

This panel explores ways in identifying latent concepts in text data, mainly via LLMs and beyond.

Title Details
Distributed Asymmetric Allocation: A Topic Model for Large Imbalanced Corpora View Paper Details
Shaping the EU’s External Image: Biases in LLMs and the Role of Public Diplomacy View Paper Details
Advancing Content Analysis Foreign Policy Analysis Through Semantic Triple Extraction View Paper Details
Unveiling Inequality: An Open-Ended Survey Approach View Paper Details
Algorithmic Deceptions: An LLM-Assisted Analysis of Russian Propaganda Curation on Search Engines View Paper Details