Beyond Tokenization: Direct Timestep Embedding and Contrastive Alignment for Time-Series Question Answering.

arXiv:2606.18986v2 Announce Type: replace-cross Abstract: Recent advances in large language models (LLMs) have given rise to time-series question answering (TSQA), which formulates time-series analysis as natural-language question answering. However, directly