Dataset · Hugging Face

itspublu/UniversalLabeler

Name: UniversalLabeler
Creator: itspublu
License: apache-2.0
Keywords: language:en, language:zh, language:tl, language:es, language:hi, license:apache-2.0, size_categories:n<1K, region:us, multilingual, translation, world-models, egocentric-video, robotics, annotations, json-schema

UniversalLabeler A loss-audited interchange format for multilingual world-model annotations. UniversalLabeler separates what happened from how a language describes it. A source annotation is represented as small, evidence-linked claims—action, participants, hand roles, objects, state change, place, time and outcome. Human language captions and dataset-native labels are projections of the same packet, with omissions recorded rather than hidden. This is a public data and schema… See the full description on the dataset page: https://huggingface.co/datasets/itspublu/UniversalLabeler.

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Author / organization	itspublu
License (as declared)	apache-2.0
Downloads	135 (as reported by Hugging Face)
Likes	0
Created	25 August 2026
Last updated at source	26 August 2026

multilingualtranslationworld-modelsegocentric-videoroboticsannotationsjson-schema

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