2 papers
cs.LG2026
SIFT: Search Intent-to-Filter Transformer for Multi-Task Personalized Filter Ranking at Airbnb
Shashank Dabriwal, Tanya Piplani, Hao Li +4
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 prod…
cs.IR2026
SCOUT: Supply-Aware Cold-Start Proactive Query Suggestion for Travel Search
Hao Li, Shashank Reddy, Kedar Bellare +2
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…