Dataset · Hugging Face

amazon/poiss

Name: poiss
Creator: amazon
License: apache-2.0
Keywords: task_categories:text-retrieval, language:en, language:es, language:fr, language:pt, language:de, language:it, language:nl, license:apache-2.0, size_categories:100K<n<1M, format:parquet, modality:document, modality:text, modality:geospatial, library:datasets

POISS: A Large-Scale Multilingual Dataset for Point-of-Interest Search POISS is the first large-scale dataset for Point-of-Interest (POI) search. Given a natural-language query and the coordinate it was issued from, a system ranks POIs by relevance. Relevance here is genuinely two-sided: "coffee shops near me" depends on where the user is, while "hotel caribe en mérida yucatán" names a specific place hundreds of kilometres away. Models have to weigh semantics and geography… See the full description on the dataset page: https://huggingface.co/datasets/amazon/poiss.

View on Hugging FaceReport an issue

Author / organization	amazon
License (as declared)	apache-2.0
Downloads	436 (as reported by Hugging Face)
Likes	2
Created	26 August 2026
Last updated at source	28 September 2026

point-of-interestpoi-searchgeospatialrerankingmultilingualgraded-relevance

Embed this entry

<iframe src="https://silytics.si/embed/item/68156834-6efd-4672-86a0-e7fd26bfdd25" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Free, no tracking. More about feeds and embeds.

More from amazon

amazon/ConfBenchDataset
amazon/music-off-policy-evaluation-benchmarkDataset
amazon/kaputtDataset
amazon/AutoSUITDataset
amazon/ABO-EditDataset
amazon/sop-benchDataset

Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 16 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.