#concept-frequency

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#zero-shot-learning
fromHackernoon
1 year ago
Artificial intelligence

Across Metrics and Prompts, Frequent Concepts Outperform in Zero-Shot Learning | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

Across Metrics and Prompts, Frequent Concepts Outperform in Zero-Shot Learning | HackerNoon

#zero-shot-performance
fromHackernoon
1 year ago
Artificial intelligence

'Let It Wag!' and the Limits of Machine Learning on Rare Concepts | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

Analyzing the Impact of Pretraining Frequency on Zero-Shot Performance in Multimodal Models | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

AI Models Trained on Synthetic Data Still Follow Concept Frequency Trends | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

What 300GB of AI Research Reveals About the True Limits of "Zero-Shot" Intelligence | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

'Let It Wag!' and the Limits of Machine Learning on Rare Concepts | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

Analyzing the Impact of Pretraining Frequency on Zero-Shot Performance in Multimodal Models | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

AI Models Trained on Synthetic Data Still Follow Concept Frequency Trends | HackerNoon

fromHackernoon
1 year ago
Artificial intelligence

What 300GB of AI Research Reveals About the True Limits of "Zero-Shot" Intelligence | HackerNoon

fromHackernoon
1 year ago

AI Training Data Has a Long-Tail Problem | HackerNoon

The analysis reveals a long-tailed distribution of concept frequencies in pretraining datasets, with over two-thirds of concepts occurring at negligible frequencies relative to dataset size.
Artificial intelligence
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