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Author

Mengshu Sun

Observed names: Sun Mengshu, Sun, Mengshu
ORCID: 0000-0003-2639-9462
Observed ORCID: 0000-0003-2639-9462
OpenAlex ID: A5100880862
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
2025 · Lei Liang, Zhongpu Bo, et al. · International World Wide Web Conference (WWW) · 57
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Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
2025 · Zhouyu Jiang, Mengshu Sun, et al. · International World Wide Web Conference (WWW) · 16
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InstructIE: A Bilingual Instruction-based Information Extraction Dataset
2024 · Honghao Gui, Shuofei Qiao, et al. · Lecture notes in computer science · 15
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OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
2025 · Yujie Luo, Xiangyuan Ru, et al. · International World Wide Web Conference (WWW) · 13
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Efficient Knowledge Infusion via KG-LLM Alignment
2024 · Zhouyu Jiang, Ling Zhong, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 13
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IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus
2024 · Honghao Gui, Lin Yuan, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 12
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OntoTune: Ontology-Driven Self-training for Aligning Large Language Models
2025 · Zhiqiang Liu, Chengtao Gan, et al. · International World Wide Web Conference (WWW) · 11
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LightThinker: Thinking Step-by-Step Compression
2025 · Jintian Zhang, Yuqi Zhu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 7
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IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus
2024 · Gui, Honghao, Yuan, Lin, et al. · arXiv (Cornell University) · 7
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MKGL: Mastery of a Three-Word Language
2024 · Lingbing Guo, Zhongpu Bo, et al. · neural information processing systems · 6
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
2024 · Liang, Lei, Sun, Mengshu, et al. · arXiv (Cornell University) · 5
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From Post to Values: Mining Schwartz Values of Individuals from Social Media
2014 · Mengshu Sun, Huaping Zhang, et al. · Communications in computer and information science · 4
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis
2025 · Lin Yuan, Jun Xu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 3
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K-ON: Stacking Knowledge on the Head Layer of Large Language Model
2025 · Lingbing Guo, Yichi Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 3
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OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
2024 · Jintian Zhang, Cheng Peng, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 3
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MKGL: Mastery of a Three-Word Language
2024 · Guo, Lingbing, Bo, Zhongpu, et al. · arXiv (Cornell University) · 2
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Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
2025 · Yichi Zhang, Zhuo Chen, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
2024 · Zhang, Ningyu, Xi, Zekun, et al. · arXiv (Cornell University) · 1
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DPNPED: Dynamic Perception Network for Polysemous Event Trigger Detection
2022 · Jun Xu, Mengshu Sun · IEEE Access · 1
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Extracting Trigger-sharing Events via an Event Matrix
2022 · Jun Xu, Weidi Xu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1
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Algorithms for Shadow Play Pattern Design Based on Two-Sides Successive Composition
2009 · Xu Xiaoyun, Sun Qingjie, et al. · International Forum on Information Technology and Applications · 1
LookAhead Tuning: Safer Language Models via Partial Answer Previews
2026 · Kangwei Liu, Mengru Wang, et al. · ACM International Conference on Web Search and Data Mining (WSDM)
Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion
2026 · Zhiqiang Liu, Yichi Zhang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Logic Tree: Topology-Aware Backtracking for DeepResearch Agents
2026 · Tianwen Lyu, Zhengke Gui, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction
2025 · Xu, Jun, Du, Xinkai, et al. · arXiv (Cornell University)
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Works count: 34
Citation count: 182
H-index: 7
I10-index: 7
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