Lotus: Learning to Understand Time-series by Learning to Forecast
arXiv:2610.18877v1 Announce Type: new Abstract: Time-series language models typically align numerical signals with language using labels, captions, or question-answer pairs. Although such supervision encourages linguistic representations, it does not explicitly require them to preserve information…
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- 2026-10-15 04:00 · arXiv cs.LG
Lotus: Learning to Understand Time-series by Learning to Forecast