Upwork Employer Detection (ModernBERT Gate)

A binary text classifier that identifies freelancer job postings authored by an employer with an identifiable company name. It is built as the first stage of an extraction pipeline: this model filters the input stream, a larger model extracts company name and domain on positives.

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