Xijun Gu

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

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…