Sitao Cheng

According to our database, Sitao Cheng authored at least 7 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models.

Sitao Cheng, Liangming Pan, Xunjian Yin, Xinyi Wang, William Yang Wang

CoRR, 2024

Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation.

Kaikai An, Fangkai Yang, Liqun Li, Junting Lu, Sitao Cheng, Lu Wang, Pu Zhao, Lele Cao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

CoRR, 2024

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering.

Ziyuan Zhuang, Zhiyang Zhang, Sitao Cheng, Fangkai Yang, Jia Liu, Shujian Huang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction.

Xiang Huang, Sitao Cheng, Shanshan Huang, Jiayu Shen, Yong Xu, Chaoyun Zhang, Yuzhong Qu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments.

Sitao Cheng, Ziyuan Zhuang, Yong Xu, Fangkai Yang, Chaoyun Zhang, Xiaoting Qin, Xiang Huang, Ling Chen, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan, Qi Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

MarkQA: A large scale KBQA dataset with numerical reasoning.

Xiang Huang, Sitao Cheng, Yuheng Bao, Shanshan Huang, Yuzhong Qu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Question Decomposition Tree for Answering Complex Questions over Knowledge Bases.

Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023