coverage rate
Country:
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.04)
- Asia > Middle East > Israel (0.04)
- North America > United States > West Virginia (0.04)
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- Health & Medicine > Therapeutic Area (0.45)
- Health & Medicine > Public Health (0.45)
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- Asia > Middle East > Jordan (0.04)
- North America > United States > California > San Diego County > San Diego (0.04)
- North America > Canada > Alberta > Census Division No. 15 > Improvement District No. 9 > Banff (0.04)
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
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- North America > United States > Illinois (0.04)
- Asia > Middle East > Jordan (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
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Genre:
- Research Report > New Finding (0.46)
- Research Report > Experimental Study (0.46)
Technology:
GraspProposalNetworks: AnEnd-to-EndSolution forVisualLearningofRoboticGrasps
Recent research shows its great potential by preparing and learning from large-scale synthetic datasets.
Country:
- North America > United States (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
- Asia > China (0.04)
1bdcb065d40203a00bd39831153338bb-Paper-Datasets_and_Benchmarks_Track.pdf
Our findings reveal that: I)LLMs with higher accuracy may exhibit lower certainty; II) Larger-scale LLMs may display greater uncertainty compared to their smaller counterparts; and III)Instruction-finetuning tends to increase the uncertainty of LLMs. These results underscore the significance of incorporating uncertainty into the evaluation of LLMs.
Country:
- Asia > Singapore (0.04)
- Europe > Italy > Tuscany > Florence (0.04)
- North America > United States > California > Alameda County > Berkeley (0.04)
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Technology: Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
Equal Opportunity of Coverage in Fair Regression
The seminal work of "equalized coverage" proposed an uncertainty-aware fairness notion.
Country:
- North America > United States > Illinois > Cook County > Chicago (0.05)
- Asia > Singapore (0.04)
- Europe > United Kingdom > England > Greater London > London (0.04)
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