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Google Patents Chemistry Terminology Benchmark This repository contains the completed google_patents_chemistry_250_luna_scratch benchmark: 4,500 segment pairs across 18 ordered translation directions, with 250 examples per direction. It is an evaluation resource, not model translation output. Generation completed on 12 October 2026. Files and Usage google-patents-18-directions-4500-pairs-manifest.
The Future of Patent Corpus Management One Document, Fully Decoded - Without Anyone Reading It The signal you cannot get from a search interface The highest-value competitor signal in a patent portfolio is not the invention. It is the amount of money and urgency a company committed to it. That signal is never in an abstract, and no search interface surfaces it. It comes out of this corpus for ever
german-job-postings is a publicly hosted corpus of roughly 70,584 normalized German-language vacancies drawn from the Bundesagentur für Arbeit Jobbörse API, each row tagged with the KldB-2010 occupation code and machine-assigned ESCO occupation and skill labels. The dataset is distributed under CC-BY-4.0 and is intended as an open alternative to the predominantly English/US job-posting resources available to machine-learning practitioners.