Projects

🤖 LLMRS

Zero-shot LLM-based recommender system providing personalized product suggestions from user reviews, outperforming baseline models.

View on GitHub

🌱 LoDIA

Global dataset of reforestation efforts with location integrity assessments. Under peer review.

Details

Selected Publications

• John, Angela; Aidoo, Theophilus; Behmanush, Hamayoon; Gunduz, Irem B.; Shrestha, Hewan; Rahman, Maxx Richard; and Maaß, Wolfgang.  LLMRS: Unlocking Potentials of LLM-Based Recommender Systems for Software Purchase.  arXiv:2401.06676 (2024).
• John, Angela; Allotey, Selvyn; Koebe, Till; Tyukavina, Alexandra; and Weber, Ingmar.  A Global Dataset of Location Data Integrity-Assessed Reforestation Efforts.  Scientific Data 12(1), 1714 (2025).

Get in Touch

ajohn@cs.uni-saarland.de | +49 681 302 70787

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