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2020 – today
- 2024
[c5]Sitao Cheng, Ziyuan Zhuang, Yong Xu, Fangkai Yang, Chaoyun Zhang, Xiaoting Qin, Xiang Huang, Ling Chen, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan, Qi Zhang:
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments. ACL (Findings) 2024: 4275-4295- [c4]Xiang Huang, Sitao Cheng, Shanshan Huang, Jiayu Shen, Yong Xu, Chaoyun Zhang, Yuzhong Qu:
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction. ACL (1) 2024: 5014-5035 - [c3]Ziyuan Zhuang, Zhiyang Zhang, Sitao Cheng, Fangkai Yang, Jia Liu, Shujian Huang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang:
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering. EMNLP 2024: 3392-3411 - [i10]Sitao Cheng, Ziyuan Zhuang, Yong Xu, Fangkai Yang, Chaoyun Zhang, Xiaoting Qin, Xiang Huang
, Ling Chen, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan, Qi Zhang:
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments. CoRR abs/2403.08593 (2024) - [i9]Xiang Huang, Sitao Cheng, Shanshan Huang, Jiayu Shen, Yong Xu, Chaoyun Zhang, Yuzhong Qu:
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction. CoRR abs/2403.11886 (2024) - [i8]Kaikai An, Fangkai Yang, Liqun Li, Junting Lu, Sitao Cheng, Lu Wang, Pu Zhao, Lele Cao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang:
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation. CoRR abs/2406.13372 (2024) - [i7]Ziyuan Zhuang, Zhiyang Zhang, Sitao Cheng, Fangkai Yang, Jia Liu, Shujian Huang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang:
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering. CoRR abs/2408.04259 (2024) - [i6]Sitao Cheng, Liangming Pan, Xunjian Yin, Xinyi Wang, William Yang Wang:
Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models. CoRR abs/2410.08414 (2024) - [i5]Mingyu Jin, Weidi Luo, Sitao Cheng, Xinyi Wang, Wenyue Hua, Ruixiang Tang, William Yang Wang, Yongdong Zhang:
Disentangling Memory and Reasoning Ability in Large Language Models. CoRR abs/2411.13504 (2024) - [i4]Ruiwen Zhou, Wenyue Hua, Liangming Pan, Sitao Cheng, Xiaobao Wu, En Yu, William Yang Wang:
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios. CoRR abs/2412.08972 (2024) - [i3]Xiang Huang, Jiayu Shen, Shanshan Huang, Sitao Cheng, Xiaxia Wang, Yuzhong Qu:
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data. CoRR abs/2412.19544 (2024) - 2023
- [c2]Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu:
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases. AAAI 2023: 12924-12932 - [c1]Xiang Huang, Sitao Cheng, Yuheng Bao, Shanshan Huang, Yuzhong Qu:
MarkQA: A large scale KBQA dataset with numerical reasoning. EMNLP 2023: 10241-10259 - [i2]Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu:
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases. CoRR abs/2306.07597 (2023) - [i1]Xiang Huang, Sitao Cheng, Yuheng Bao, Shanshan Huang, Yuzhong Qu:
MarkQA: A large scale KBQA dataset with numerical reasoning. CoRR abs/2310.15517 (2023)
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