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Sitao Cheng
Sitao Cheng
Nanjing University, University of California, Santa Barbara
Verified email at smail.nju.edu.cn - Homepage
Title
Cited by
Cited by
Year
Question decomposition tree for answering complex questions over knowledge bases
X Huang, S Cheng, Y Shu, Y Bao, Y Qu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (11), 12924 …, 2023
112023
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments
S Cheng, Z Zhuang, Y Xu, F Yang, C Zhang, X Qin, X Huang, L Chen, ...
ACL 2024, 2024
92024
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction
X Huang, S Cheng, S Huang, J Shen, Y Xu, C Zhang, Y Qu
ACL 2024, 2024
42024
MarkQA: A large scale KBQA dataset with numerical reasoning
X Huang, S Cheng, Y Bao, S Huang, Y Qu
EMNLP 2023, 2023
42023
Rulearena: A benchmark for rule-guided reasoning with llms in real-world scenarios
R Zhou, W Hua, L Pan, S Cheng, X Wu, E Yu, WY Wang
arXiv preprint arXiv:2412.08972, 2024
22024
Disentangling memory and reasoning ability in large language models
M Jin, W Luo, S Cheng, X Wang, W Hua, R Tang, WY Wang, Y Zhang
arXiv preprint arXiv:2411.13504, 2024
12024
Understanding the interplay between parametric and contextual knowledge for large language models
S Cheng, L Pan, X Yin, X Wang, WY Wang
arXiv preprint arXiv:2410.08414, 2024
12024
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
Z Zhuang, Z Zhang, S Cheng, F Yang, J Liu, S Huang, Q Lin, S Rajmohan, ...
EMNLP 2024, 2024
12024
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
K An, F Yang, L Li, J Lu, S Cheng, S Si, L Wang, P Zhao, L Cao, Q Lin, ...
arXiv preprint arXiv:2406.13372, 2024
12024
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data
X Huang, J Shen, S Huang, S Cheng, X Wang, Y Qu
arXiv preprint arXiv:2412.19544, 2024
2024
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