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IC-575
Four released LLMs (LLaMA-3.1-8B, Mistral-7B, Qwen2-7B, Yi-1.5-9B) can perform in-context learning on continuous vector representations projected into their embedding space, matching or outperforming few-shot ICL across text, time-series, graph, and fMRI tasks
[eval]
IC-577
An encoder's text reconstruction performance positively correlates with its effectiveness in downstream vector-ICL classification tasks across 15 encoder-LLM-dataset configurations
[eval]