Guilin Qi

1. Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family
   2023/03/14 by Yiming Tan, Dehai Min, Tan, Yiming +11 · 15 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
2. Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering
   2023/09/20 by Yike Wu, Nan Hu, Wu, Yike +11 · 13 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
3. Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models
   2024/05/21 by Jiaqi Li, Li, Jiaqi, Qianshan Wei +12 · 14 citations
   Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
4. Curriculum-Meta Learning for Order-Robust Continual Relation Extraction
   2021/01/06 by Tongtong Wu, Xuekai Li, Wu, Tongtong +11 · 5 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
5. MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing
   2024/02/18 by Jiaqi Li, Miaozeng Du, Li, Jiaqi +15 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
6. HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding
   2024/03/28 by Rihui Jin, Li Yu, Jin, Rihui +16 · 6 citations
   Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Natural Language Processing Techniques
7. Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs
   2024/01/26 by Nan Hu, Jiaoyan Chen, Hu, Nan +13 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
8. A Comprehensive Survey on Root Cause Analysis in (Micro) Services: Methodologies, Challenges, and Trends
   2024/07/23 by Tingting Wang, Wang, Tingting, Guilin Qi +1 · 5 citations
   Business, Management and Accounting · Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Software Engineering (cs.SE) #Software System Performance and Reliability #Supply Chain Resilience and Risk Management #and Science (cs.CE)
9. MATEval: A Multi-Agent Discussion Framework for Advancing Open-Ended Text Evaluation
   2024/03/28 by Yu Li, Li, Yu, Shenyu Zhang +13 · 4 citations
   Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Tools and Methods #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning
10. DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping
    2023/09/11 by Yongrui Chen, Chen, Yongrui, Haiyun Jiang +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
11. Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model
    2021/10/13 by Sheng Bi, Bi, Sheng, Xiya Cheng +13 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
12. Large Language Models Can Better Understand Knowledge Graphs Than We Thought
    2024/02/18 by Xinbang Dai, Dai, Xinbang, Yuncheng Hua +8 · 3 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Advanced Graph Neural Networks
13. CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering
    2024/09/29 by Yike Wu, Wu, Yike, Yi Huang +11 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Cognitive Computing and Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
14. Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA
    2020/03/09 by Xianpei Han, Zhichun Wang, Han, Xianpei +47 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
15. Towards Relation Extraction From Speech
    2022/10/17 by Tongtong Wu, Wu, Tongtong, Guitao Wang +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
16. Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs
    2025/01/27 by Yu Li, Yi Huang, Li, Yu +16 · 2 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Fault Detection and Control Systems #Rough Sets and Fuzzy Logic
17. Pandora: A Code-Driven Large Language Model Agent for Unified Reasoning Across Diverse Structured Knowledge
    2025/04/17 by Yongrui Chen, Junhao He, Chen, Yongrui +23 · 3 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
18. The Role of LLMs in Sustainable Smart Cities: Applications, Challenges, and Future Directions
    2024/02/07 by Amin Ullah, Guilin Qi, Ullah, Amin +6 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Smart Cities and Technologies #Transportation and Mobility Innovations
19. Table-r1: Self-supervised and Reinforcement Learning for Program-based Table Reasoning in Small Language Models
    2025/06/06 by Rihui Jin, Jin, Rihui, Xin, Zheyu +14 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
20. Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing
    2023/10/07 by Yongrui Chen, Shenyu Zhang, Chen, Yongrui +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
21. PRIMO: Progressive Induction for Multi-hop Open Rule Generation
    2024/11/02 by Sheng Bi, Liu, Jianyu, Bi, Sheng +2 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Heat Transfer and Optimization #Music Technology and Sound Studies
22. Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study
    2024/06/25 by Keyu Wang, Wang, Keyu, Guilin Qi +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Natural Language Processing Techniques #Semantic Web and Ontologies
23. UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers
    2024/10/26 by Dehai Min, Min, Dehai, Zhiyang Xu +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
24. EvoThink: Evolving Thinking in Large Reasoning Models via Self-Pruning and Aha-Moment Preference Optimization
    2026/07/22 by Xinbang Dai, Zheyu Xin, Huikang Hu +7
    #cs.AI