Yunshi Lan

1. Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models
   2023/05/06 by Lei Wang, Wanyu Xu, Wang, Lei +11 · 112 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
2. MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models
   2023/11/29 by Xin Liu, Yichen Zhu, Liu, Xin +8 · 69 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
3. Safety of Multimodal Large Language Models on Images and Texts
   2024/02/01 by Xin Liu, Yichen Zhu, Liu, Xin +7 · 19 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions
   2021/05/25 by Yunshi Lan, Lan, Yunshi, Gaole He +9 · 9 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. Complex Knowledge Base Question Answering: A Survey
   2021/08/15 by Yunshi Lan, Gaole He, Lan, Yunshi +9 · 9 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
6. Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis
   2024/07/09 by Jianxiang Yu, Yu, Jianxiang, Ding, Zichen +20 · 10 citations
   Computer Science · #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR)
7. GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting
   2023/02/28 by Kangyang Luo, Luo, Kangyang, Xiang Li +5 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Privacy-Preserving Technologies in Data
8. Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question Prompts
   2023/11/15 by Yunshi Lan, Xiang Li, Lan, Yunshi +9 · 4 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
9. Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL
   2024/02/26 by Yuanyuan Liang, Liang, Yuanyuan, Keren Tan +11 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
10. Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends
    2024/01/15 by Yunshi Lan, Xinyuan Li, Lan, Yunshi +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Online Learning and Analytics #Text Readability and Simplification #Topic Modeling
11. Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting
    2024/10/02 by Siyi Liu, Liu, Siyi, Yang Li +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
12. NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language
    2024/12/11 by Yuanyuan Liang, Liang, Yuanyuan, Tingyu Xie +8 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
13. TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree Planning
    2024/02/20 by Xiang Li, Li, Xiang, Yunshi Lan +3 · 1 citation
    Computer Science · #Natural Language Processing Techniques
14. An LLM-Enhanced Adversarial Editing System for Lexical Simplification
    2024/02/22 by Keren Tan, Kangyang Luo, Tan, Keren +7 · 1 citation
    Computer Science · #Text Readability and Simplification #Natural Language Processing Techniques #Topic Modeling