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Lim, Ee-Peng

  1. Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models
    2023/05/06 by Lei Wang, Wang, Lei, Wanyu Xu +11 · 83 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  2. LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models
    2023/04/04 by Zhiqiang Hu, Hu, Zhiqiang, Lei Wang +14 · 46 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  3. A Large-Scale Benchmark for Food Image Segmentation
    2021/05/12 by Xiongwei Wu, Wu, Xiongwei, Xin Fu +9 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · Medicine · #Advanced Chemical Sensor Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Identification and Quantification in Food #Multimedia (cs.MM) #Nutritional Studies and Diet
  4. LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
    2023/10/23 by Yihuai Lan, Lan, Yihuai, Zhiqiang Hu +15 · 9 citations
    Business, Management and Accounting · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation
  5. Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites
    2023/12/04 by Lei Wang, Wang, Lei, Jiabang He +7 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
  6. LLM4Vis: Explainable Visualization Recommendation using ChatGPT
    2023/10/11 by Wang, Lei, Zhang, Songheng, Wang, Yun +2 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  7. Explanation Guided Contrastive Learning for Sequential Recommendation
    2022/09/03 by Wang, Lei, Lim, Ee-Peng, Liu, Zhiwei +1 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  8. Zero-Shot Next-Item Recommendation using Large Pretrained Language Models
    2023/04/06 by Lei Wang, Wang, Lei, Ee‐Peng Lim +1 · 3 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
  9. OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation
    2024/04/01 by Wu, Xiongwei, Yu, Sicheng, Lim, Ee-Peng +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  10. Generative Semi-supervised Graph Anomaly Detection
    2024/02/19 by Hezhe Qiao, Qingsong Wen, Qiao, Hezhe +7 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software System Performance and Reliability
  11. MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs
    2024/10/07 by Wang, Lei, Dong, Shan, Xu, Yuhui +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation
    2024/03/15 by Lei Wang, Wang, Lei, Ee‐Peng Lim +1 · 2 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Machine Learning in Healthcare
  13. On Predicting Personal Values of Social Media Users using Community-Specific Language Features and Personal Value Correlation
    2020/07/16 by Silva, Amila, Lo, Pei-Chi, Lim, Ee-Peng · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  14. ENCONTER: Entity Constrained Progressive Sequence Generation via Insertion-based Transformer
    2021/03/17 by Hsieh, Lee-Hsun, Lee, Yang-Yin, Lim, Ee-Peng · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG)
  15. DeepStyle: User Style Embedding for Authorship Attribution of Short Texts
    2021/03/14 by Hu, Zhiqiang, Lee, Roy Ka-Wei, Wang, Lei +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  16. Efficient Cross-Modal Video Retrieval with Meta-Optimized Frames
    2022/10/16 by Ning Han, Han, Ning, Xun Yang +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  17. A Multi-Stage Framework with Taxonomy-Guided Reasoning for Occupation Classification Using Large Language Models
    2025/03/17 by Achananuparp, Palakorn, Lim, Ee-Peng, Lu, Yao · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)