9/9/2023 0 Comments Deeper look into science![]() ![]() Information from ocean exploration can help us understand how we are affecting and being affected by changes in Earth’s environment, including changes in weather and climate. Unlocking the mysteries of ocean ecosystems can reveal new sources for medical therapies and vaccines, food, energy, and more as well as inspire inventions that mimic adaptations of deep-sea animals. Exclusive Economic Zone is important for national security, allowing us to set boundaries, protect American interests, and claim ocean resources. Exploration helps to ensure that ocean resources are not just managed, but managed in a sustainable way, so those resources are around for future generations to enjoy. Through ocean exploration, we collect data and information needed to address both current and emerging science and management needs. ![]() As the first step in the scientific process, the rigorous observations and documentation of biological, chemical, physical, geological, and archaeological aspects of the ocean gained from exploration set the stage for future research and decision-making. ![]() Ocean exploration is about making discoveries, searching for things that are unusual and unexpected. Download larger version (mp4, 225 MB).ĭespite the fact that the ocean covers approximately 70% of Earth’s surface and plays a critical role in supporting life on our planet, from the air we breathe and the food we eat to weather and climate patterns, our understanding of the ocean remains limited. Video courtesy of the Schmidt Ocean Institute. But exploration can only be achieved through cooperation and collaboration, such as the partnership between the NOAA Ocean Exploration, Schmidt Ocean Institute, and Ocean Exploration Trust. Thanks to game-changing technological advancements, we can now look into the ocean like never before. We explore the ocean because it is important to ALL of us. To view this video please enable JavaScript, and consider upgrading to a web browser that supports HTML5 video Diversity, Equity, Inclusion, and Accessibility.Impact of each component in in-context learning demonstrations. Results suggest that one might need to take more care when estimating the Expanding upon the previous keyįinding on the role of demonstrations, the complementary and contrastive Vary according to different configurations. Sensitivity, we find that the impact of the correct input-label matching can Metrics, i.e., Ground-truth Label Effect Ratio (GLER), demo-gain, and label Re-examine the importance of ground truth labels on in-context learning fromĭiverse and statistical points of view. Inspired by this counter-intuitive observation, we Surprisingly, input-label correspondence is less important than other aspects Mechanism to supervised learning, Min et al. While, based onĬurrent literature, it is expected that in-context learning shares a similar Precise impact of the quality of demonstrations remain elusive. Download a PDF of the paper titled Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations, by Junyeob Kim and 7 other authors Download PDF Abstract: Despite recent explosion in research interests, in-context learning and the ![]()
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