Sitao Cheng

According to our database, Sitao Cheng authored at least 18 papers between 2023 and 2026.

Collaborative distances:

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

2026

Epistemic Context Learning: Building Trust the Right Way in LLM-Based Multi-Agent Systems.

Ruiwen Zhou, Maojia Song, Xiaobao Wu, Sitao Cheng, Xunjian Yin, Yuxi Xie, Zhuoqun Hao, Wenyue Hua, Liangming Pan, Soujanya Poria, Min-Yen Kan

CoRR, January, 2026

LEDOM: Reverse Language Model.

Xunjian Yin, Sitao Cheng, Yuxi Xie, Xinyu Hu, Li Lin, Xinyi Wang, Liangming Pan, William Yang Wang, Xiaojun Wan

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Differentiable Evolutionary Reinforcement Learning.

Sitao Cheng, Tianle Li, Xuhan Huang, Xunjian Yin, Difan Zou

CoRR, December, 2025

From Atomic to Composite: Reinforcement Learning Enables Generalization in Complementary Reasoning.

Sitao Cheng, Xunjian Yin, Ruiwen Zhou, Yuxuan Li, Xinyi Wang, Liangming Pan, William Yang Wang, Victor Zhong

CoRR, December, 2025

LEDOM: An Open and Fundamental Reverse Language Model.

Xunjian Yin, Sitao Cheng, Yuxi Xie, Xinyu Hu, Li Lin, Xinyi Wang, Liangming Pan, William Yang Wang, Xiaojun Wan

CoRR, July, 2025

Dynamic Evaluation for Oversensitivity in LLMs.

Sophia Xiao Pu, Sitao Cheng, Xin Eric Wang, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

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, Shuzheng Si, Lu Wang, Pu Zhao, Lele Cao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Baobao Chang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios.

Ruiwen Zhou, Wenyue Hua, Liangming Pan, Sitao Cheng, Xiaobao Wu, En Yu, William Yang Wang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Disentangling Memory and Reasoning Ability in Large Language Models.

Mingyu Jin, Weidi Luo, Sitao Cheng, Xinyi Wang, Wenyue Hua, Ruixiang Tang, William Yang Wang, Yongfeng Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data.

Xiang Huang, Jiayu Shen, Shanshan Huang, Sitao Cheng, Xiaxia Wang, Yuzhong Qu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

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

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

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