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Author

Jia-Chuan Wang

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Preprint Sep 2026

Learning Multimodal Embeddings with Evidence-Aligned Readout

Multimodal large language models can expose task-relevant evidence through generation, but producing useful evidence does not by itself determine how it enters a retrieval embedding. We study whether the semantic organization of that evidence can also specify where representations are read. To address this question, we...

Zi-Rong Chen, Fu-Da Ye, En-Jun Du et al. · 0 citations
#artificial intelligence Preprint Sep 2026

TEAR: Table Extraction with Attribute Recommendation from Texts via Large Language Models

Table extraction from texts is an important task for information systems, and recent approaches that prompt large language models (LLMs) with instructions have drawn great attention for their strong performance. Existing works have assumed the input texts to be table descriptions or specialized documents. However, thes...

Tong Li, Shu-Ye Ding, Jia-Chuan Wang et al. · 0 citations

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