Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb

arXiv 2605.21812•fee37ed73e77e158514649f0629f61d81220d1179a95c5129602ed8bb857a2d3
LLMads-recommendationchain-of-thoughtcold-startconversational-AIdata-poisoningevaluation-metricsgenerative-retrievalindustrial-deploymentmodel-alignmentmodel-robustnessprivacyrecommender-systemsretrievalsynthetic-data

Paper metadata

arXiv ID
2605.21812
Version
Not specified by this published record
Category
Computer Science — Information Retrieval (cs.IR)

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Evidence and limitations

Source ID
arxiv_cs_ir
Record identifier
fee37ed73e77e158514649f0629f61d81220d1179a95c5129602ed8bb857a2d3
Enrichment time
2026-05-22T08:52:23Z
AI-assisted enrichment
Yes

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Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb · Baitaphish