AIFT Seminar by Heng LUO
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Heng Luo, a Ph.D. student at the School of Data Science at Fudan University shared the innovative applications of Large Language Models (LLMs) for time series analysis in seminar on 10 Sep 2024. The seminar explored the evolving role of LLMs beyond natural language processing, showcasing their potential in capturing intricate patterns within temporal data sets. This exploration of novel approaches aimed to reprogram LLMs for effective time series analysis by embedding time series data through techniques like patch embedding and multi-head attention mechanisms. Attendees gained insight into the fine-tuning of LLMs to enhance their capability in modelling time series data.
