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Stephanie Moyerman

المنشورات 2

نسخة أولية وصول مفتوح

SIFT: Search Intent-to-Filter Transformer for Multi-Task Personalized Filter Ranking at Airbnb

Shashank Dabriwal, Tanya Piplani, Hao Li وآخرون · 2026

Search filters help guests navigate vast catalogs in two-sided marketplaces like Airbnb, and recommending the right filters can meaningfully lift booking conversion. Many such production filter-ranking systems, however, represent the guest through hand-engineered, pre-aggregated features generated by ETL pipelines. Thi …

نسخة أولية وصول مفتوح

SCOUT: Supply-Aware Cold-Start Proactive Query Suggestion for Travel Search

Hao Li, Shashank Reddy, Kedar Bellare وآخرون · 2026

Generative query suggestion, powered by Large Language Models (LLMs), has become increasingly popular in search and conversational systems to reduce user friction and guide intent formulation. Existing approaches align suggestions with user preferences (e.g., clicks or conversions). This works for open-ended applicatio …

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