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Towards Zero-Label Language Learning

lastmod 2021-09-25created 2021-09-251 edits

Google’s Zero-Label Language Learning Achieves Results Competitive With Supervised Learning

The Google AI research team explores zero-label learning (training using only synthetic data) in natural language processing and introduces UDG (Unsupervised Data Generation), a training data generation procedure designed to synthesize high-quality training data without human annotation.

Documentation

Towards Zero-Label Language Learning
https://arxiv.org/abs/2109.09193

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