Panning for gold: Lessons learned from the platform-agnostic automated detection of political content in textual data. - Mykola Makhortykh; Ernesto de León; Aleksandra Urman; Clara Christner; Maryna Sydorova; Silke Adam; Michaela Maier; Teresa Gil-Lopez (CoRR, 2022)

Examining bias perpetuation in academic search engines: an algorithm audit of Google and Semantic Scholar. - Celina Kacperski; Mona Bielig; Mykola Makorthyk; Maryna Sydorova; Roberto Ulloa (CoRR, 2023)

Take (No) Chances: How Stochasticity and Prompt Formulation Affect the Accuracy of LLMs for Fact-checking. - Victoria Vziatysheva; Mykola Makhortykh; Maryna Sydorova (EKAW (Companion), 2024)

Algorithmically Curated Lies: How Search Engines Handle Misinformation about US Biolabs in Ukraine. - Elizaveta Kuznetsova; Mykola Makhortykh; Maryna Sydorova; Aleksandra Urman; Ilaria Vitulano; Martha Stolze (CoRR, 2024)

Finding the white male: The prevalence and consequences of algorithmic gender and race bias in political Google searches. - Tobias Rohrbach; Mykola Makhortykh; Maryna Sydorova (CoRR, 2024)

Finding frames with BERT: A transformer-based approach to generic news frame detection. - Vihang Jumle; Mykola Makhortykh; Maryna Sydorova; Victoria Vziatysheva (CoRR, 2024)

LLMs as information warriors? Auditing how LLM-powered chatbots tackle disinformation about Russia's war in Ukraine. - Mykola Makhortykh; Ani Baghumyan; Victoria Vziatysheva; Maryna Sydorova; Elizaveta Kuznetsova (CoRR, 2024)

Google, How Should I Vote? How Users Formulate Search Queries to Find Political Information on Search Engines. - Victoria Vziatysheva; Mykola Makhortykh; Maryna Sydorova; Vihang Jumle (CoRR, 2024)

Examining bias perpetuation in academic search engines: An algorithm audit of Google and Semantic Scholar. - Celina Kacperski; Mona Bielig; Mykola Makhortykh; Maryna Sydorova; Roberto Ulloa (First Monday, 2024)

Search engines in polarized media environment: Auditing political information curation on Google and Bing prior to 2024 US elections. - Mykola Makhortykh; Tobias Rorhbach; Maryna Sydorova; Elizaveta Kuznetsova (CoRR, 2025)

Campaigning through the lens of Google: A large-scale algorithm audit of Google searches in the run-up to the Swiss Federal Elections 2023. - Tobias Rohrbach; Mykola Makhortykh; Maryna Sydorova (CoRR, 2025)