Skip to content
Papers.

Applying Embedding-Based Retrieval to Airbnb Search research paper by Airbnb, 2026

Airbnb · Jan 11, 2026 · Retrieval and data · 2 citations · 1 upvotes · unverified 8 months ago

Read on arXiv

What it shows

An embedding-based retrieval system was developed for Airbnb search to efficiently match guests with accommodations while addressing challenges like dynamic inventory and multi-stage user journeys.

UnverifiedHugging Face's summary; not yet checked by hand.

Other retrieval and data papers

Topic
PaperCitations
From Local to Global: A Graph RAG Approach to Query-Focused SummarizationGraphRAG builds a knowledge graph of a document set so a model can answer questions about the whole collection.Microsoft · Apr 20242 years ago2,214
DINOv3DINOv3, a self-supervised learning model, achieves superior performance across various vision tasks by scaling datasets and models, addressing dense feature degradation, and enhancing flexibility with post-hoc strategies.Meta · Aug 2025 · Unverified1 year ago1,514
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic DataGenerating extensive Lean 4 proof data from mathematical competition problems improved DeepSeekMath 7B's theorem-proving capabilities over GPT-4 and other methods.DeepSeek · May 2024 · Unverified2 years ago262
Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and RankingThe Qwen3-VL-Embedding and Qwen3-VL-Reranker models form an end-to-end multimodal search pipeline, leveraging multi-stage training and cross-attention mechanisms to achieve high-precision retrieval across diverse modalities.Alibaba (Qwen) · Jan 2026 · Unverified8 months ago233
Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningThe initiative builds a human-curated instruction-following dataset spanning 65 languages and creates the largest multilingual collection of instruction-following instances through templating and translating existing datasets across 114 languages, contributing datasets and platforms for participatory research.Cohere · Feb 20242 years ago231
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree SearchDeepSeek-Prover-V1.5 improves theorem proving by optimizing training and inference, utilizing reinforcement learning, and proposing RMaxTS for diverse proof paths, achieving state-of-the-art results on miniF2F and ProofNet benchmarks.DeepSeek · Aug 2024 · Unverified2 years ago207
About this paper
Authors
Mustafa Abdool, Soumyadip Banerjee, Moutupsi Paul and 10 more
arXiv
2601.06873 · PDF
Venue
arXiv.org
Citations
2, 0 influential · Semantic Scholar
Upvotes
1 · Hugging Face
Lab
Airbnb · on Companies · on Quarterly · on Paydays

Changes

What changed
Influential citationsfirst count: 0Sep 28, 2026today
Citationsfirst count: 2Sep 28, 2026today
New paperFound by the weekly scan, unverifiedSep 28, 2026today

New papers by email

Monday afternoons, only in weeks with new papers from the labs.

Double opt-in. Unsubscribe any time.