NLP Specialist — Legal Named Entity Recognition

CyberSense AI

Remote · $90 – $130 / hour · Freelance · Posted 7 months ago

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About the role

We build contract analytics software. Our current NER pipeline was fine-tuned 2 years ago on a limited dataset and it's not keeping up with contract complexity and variety we now see. Specifically underperforming: party name extraction across non-English names, obligation vs. permission vs. prohibition classification, date expressions in non-ISO formats, and nested entity references. We need an NLP specialist to audit what's failing, build a better training dataset with our annotation team, retrain/fine-tune (likely SpaCy + transformer), and benchmark against our test set. Output: improved NER model, evaluation report, annotation guidelines update.

Fully remote.