Search Results for author: Yihua Xu

Found 2 papers, 1 papers with code

Accelerating Retrieval-Augmented Language Model Serving with Speculation

no code implementations25 Jan 2024 Zhihao Zhang, Alan Zhu, Lijie Yang, Yihua Xu, LanTing LI, Phitchaya Mangpo Phothilimthana, Zhihao Jia

Retrieval-augmented language models (RaLM) have demonstrated the potential to solve knowledge-intensive natural language processing (NLP) tasks by combining a non-parametric knowledge base with a parametric language model.

Language Modelling Retrieval

A Tensor SVD-based Classification Algorithm Applied to fMRI Data

1 code implementation31 Oct 2021 Katherine Keegan, Tanvi Vishwanath, Yihua Xu

To analyze the abundance of multidimensional data, tensor-based frameworks have been developed.

Classification

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