Consistency Is Not Correctness: LLM Output Stability Fails to Predict Extraction Accuracy
A systematic evaluation of four large language models on a plant-health relation extraction benchmark finds only weak, model-dependent correlation between ...
Tag: consistency
DQ-1 laser satellite matches passive carbon dioxide monitors
China’s Da Qi-1 active lidar produced carbon-dioxide observations that closely matched passive satellites and ground-based references while extending coverage into ...
Herpesviruses consistently disrupt nuclear lamina in fluorescent cell model
A fluorescent lamin A/C reporter in primary human fibroblasts showed that representative alpha-, beta- and gamma-herpesviruses consistently produce localized nuclear ...
Two Ways to Measure Dark Current Diverge Sharply in Cryogenic Infrared Detectors
A paired study of 24 mid-wave infrared detector chips reveals that the blind cold shield and theoretical coefficient methods for ...
Time-coordinated lateral path tracking control for multiple UAVs based on consistency
The problem of making several unmanned aircraft arrive at a designated point or region at the same instant, rather than ...
Grid-Based Decision Trees Finally Get the Guarantees They Always Needed
A new Machine Learning study shows that greedy decision tree algorithms can stall with zero purity gain, and introduces grid-based ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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