Understanding Why Large Language Models Can Be Ineffective in Time Series Analysis: The Impact of Modality Alignment

Liangwei Nathan Zheng , Chang George Dong , Wei Emma Zhang , Lin Yue , Miao Xu , Olaf Maennel , Weitong Chen ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.1145/3711896.3737169

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Computer science Modality (human–computer interaction) Series (stratigraphy) Time series Natural language processing Artificial intelligence Machine learning Biology Paleontology

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Type: article
Language: en
Landing Page: https://doi.org/10.1145/3711896.3737169
PDF: https://dl.acm.org/doi/pdf/10.1145/3711896.3737169
OA Status: gold
Cited By: 1
References: 17
Related Works: 10
OpenAlex ID: https://openalex.org/W4412876858

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