AINeutralarXiv – CS AI · 8h ago6/10
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From Time Series Analysis to Question Answering: A Survey in the LLM Era
A new survey examines how Large Language Models are transforming time series analysis by shifting from traditional task-specific forecasting toward a unified question-answering framework. The research proposes three alignment paradigms to bridge the gap between LLM capabilities and temporal data analysis, offering practical guidance for selecting appropriate methodologies across domains.