Tables as Images? Exploring the Strengths and Limitations of LLMs on Multimodal Representations of Tabular Data

no code implementations • 19 Feb 2024 • Naihao Deng, Zhenjie Sun, Ruiqi He, Aman Sikka, Yulong Chen, Lin Ma, Yue Zhang, Rada Mihalcea

In this paper, we investigate the effectiveness of various LLMs in interpreting tabular data through different prompting strategies and data formats.

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Observatory: Characterizing Embeddings of Relational Tables

1 code implementation • 5 Oct 2023 • Tianji Cong, Madelon Hulsebos, Zhenjie Sun, Paul Groth, H. V. Jagadish

Based on these properties, we define an extensible framework to evaluate language and table embedding models.