no code implementations • 18 Mar 2024 • Xiang Huang, Sitao Cheng, Shanshan Huang, Jiayu Shen, Yong Xu, Chaoyun Zhang, Yuzhong Qu
Employing Large Language Models (LLMs) for semantic parsing has achieved remarkable success.
no code implementations • 13 Mar 2024 • Sitao Cheng, Ziyuan Zhuang, Yong Xu, Fangkai Yang, Chaoyun Zhang, Xiaoting Qin, Xiang Huang, Ling Chen, QIngwei Lin, Dongmei Zhang, Saravan Rajmohan, Qi Zhang
We instantiate the path on structured environments and provide feedback to edit the path if anything goes wrong.
1 code implementation • 24 Oct 2023 • Xiang Huang, Sitao Cheng, Yuheng Bao, Shanshan Huang, Yuzhong Qu
We design a logic form in Python format called PyQL to represent the reasoning process of numerical reasoning questions.
1 code implementation • 13 Jun 2023 • Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu
To verify that QDT can enhance KBQA task, we design a decomposition-based KBQA system called QDTQA.