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Xinjie Sun

2 accepted papers

2025

Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL

ICLR 2025poster

The rise of Large Language Models (LLMs) has revolutionized numerous domains, yet these models still exhibit weakness in understanding structured tabular data. Although the growing context window promises to accommodate a larger volume of table contents, it does not inherently improve the model's ab…

Cited by 0SourcePDFScholar
2025

WDMIR: Wavelet-Driven Multimodal Intent Recognition

IJCAI 2025

Multimodal intent recognition (MIR) seeks to accurately interpret user intentions by integrating verbal and non-verbal information across video, audio and text modalities. While existing approaches prioritize text analysis, they often overlook the rich semantic content embedded in non-verbal cues. T

Cited by 0SourcePDFScholar