technique

zero-shot learning

techniqueactivezero-shot-learning-50792bf9·1 events·first seen 28d ago

Aliases: zero-shot learning

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GPT-2 unsupervised language modeling OpenAI

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zero-shot evaluation few-shot learning One-Shot Imitation Learning zero-shot systematizer unsupervised learning Imitation Learning Unsupervised Pre-training Q-learning Language Models are Few-Shot Learners point cloud learning meta-learning soft-label learning

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8Openai Blog·28d ago·source ↗

Better language models and their implications

OpenAI announced GPT-2, a large-scale unsupervised language model capable of generating coherent multi-paragraph text and achieving state-of-the-art performance on language modeling benchmarks. The model demonstrated zero-shot capability across reading comprehension, machine translation, question answering, and summarization without task-specific fine-tuning. OpenAI notably withheld the full model release citing misuse concerns, marking an early high-profile instance of staged/responsible release policy.

Frontier Model Releases Evaluation and Benchmarking GPT-2 zero-shot learning unsupervised language modeling +3 more