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Shayan Hassantabar

2 papers indexed

arxivcs.LGcs.IR2026-07-10

Serving the Long Tail: Training-Free LLM Candidate Generation for Vacation Rental Marketplaces

Syed Mohammed Arshad Zaidi, Eric Rincon, Shayan Hassantabar

Vacation rental marketplaces face a structural imbalance on the supply side: a small fraction of properties receive most user interactions, while the long tail of new, niche, and seasonal listings generates too little behavioral signal for collaborative filtering to serve effecti…

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arxivcs.CLcs.NE2026-06-28

Travel-Oriented Reasoning Large Language Model via Domain-Specific Knowledge Graphs

Vignesh Ram Nithin Kappagantula, Shayan Hassantabar, Samuel Simpson, Golnaz Moallem

Large language models (LLMs) demonstrate broad reasoning abilities but struggle with accuracy and reliability in specialized domains such as travel, where reasoning depends on precise definitions, rules, and expert-defined conceptual frameworks, and where confident but unfounded…

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