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公式動画&関連する動画 [Context Is Key: A Benchmark for Forecasting with Essential Textual Information]
Welcome to the AI research bites. This series of short and informative talks showcases cutting-edge research work from ServiceNow AI Research team. The AI Research Bites are open to all, especially those interested in keeping up with the fast-paced AI research community.
This session features exciting work from Andrew R. Williams and the team on using textual information to enhance time series forecasting.
Discover their new benchmark, Context is Key, which pairs numerical data with carefully crafted textual context to evaluate the ability of models to perform context-aided forecasting. To accurately forecast CiK tasks, models must effectively leverage the provided textual information.
Learn how to leverage LLMs for forecasting and apply them to your next forecasting task.
Paper: https://arxiv.org/abs/2410.189599
Repository: https://github.com/ServiceNow/context-is-key-forecasting
ServiceNow AI Research team: https://www.servicenow.com/research/
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