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Caverlee, James

  1. How to Train Data-Efficient LLMs
    2024/02/15 by Noveen Sachdeva, Sachdeva, Noveen, Benjamin Coleman +16 · 2 voices · 10 citations
    Computer Science · #cs.LG #cs.AI #cs.CL
  2. Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning
    2025/06/07 by Parashar, Shubham, Gui, Shurui, Li, Xiner +8 · 28 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. The Neglected Tails in Vision-Language Models
    2024/01/23 by Shubham Parashar, Parashar, Shubham, Zhiqiu Lin +13 · 11 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  4. Tensor Completion Algorithms in Big Data Analytics
    2017/11/28 by Song, Qingquan, Ge, Hancheng, Caverlee, James +1 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  5. Large Language Models as Data Augmenters for Cold-Start Item Recommendation
    2024/02/18 by Jianling Wang, Haokai Lu, Wang, Jianling +7 · 8 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling #Expert finding and Q&A systems
  6. KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques
    2024/03/09 by Yang, Rui, Liu, Haoran, Marrese-Taylor, Edison +8 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. Empowering Long-tail Item Recommendation through Cross Decoupling Network (CDN)
    2022/10/25 by Yin Zhang⋆, Zhang, Yin, Ruoxi Wang +13 · 4 citations
    Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Machine Learning and ELM
  8. ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning
    2024/10/30 by Bismay, Millennium, Dong, Xiangjue, Caverlee, James · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  9. Disclosure and Mitigation of Gender Bias in LLMs
    2024/02/17 by Xiangjue Dong, Dong, Xiangjue, Yibo Wang +5 · 5 citations
    Business, Management and Accounting · #Business Law and Ethics #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap
    2025/01/03 by Zhang, Weizhi, Bei, Yuanchen, Yang, Liangwei +15 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  11. Co2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning
    2023/10/19 by Dong, Xiangjue, Zhu, Ziwei, Wang, Zhuoer +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights
    2025/02/18 by Shubham Parashar, Parashar, Shubham, Olson, Blake +10 · 6 citations
    Computer Science · #Semantic Web and Ontologies #Advanced Database Systems and Queries #Logic, Reasoning, and Knowledge
  13. A Survey on LLM Inference-Time Self-Improvement
    2024/12/18 by Xiangjue Dong, Dong, Xiangjue, Maria Teleki +3 · 5 citations
    Computer Science · #Advanced Computational Techniques and Applications
  14. Evolution of Filter Bubbles and Polarization in News Recommendation
    2023/01/26 by Zhang, Han, Zhu, Ziwei, Caverlee, James · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  15. Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition
    2020/10/08 by He, Yun, Zhu, Ziwei, Zhang, Yin +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  16. Meta Propagation Networks for Graph Few-shot Semi-supervised Learning
    2021/12/18 by Kaize Ding, Jianling Wang, Ding, Kaize +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  17. Flow Matching for Collaborative Filtering
    2025/02/11 by Chengkai Liu, Y.P. Zhang, Liu, Chengkai +7 · 2 citations
    Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Music and Audio Processing #Time Series Analysis and Forecasting
  18. Enhancing User Personalization in Conversational Recommenders
    2023/02/13 by Allen Lin, Ziwei Zhu, Lin, Allen +5 · 1 citation
    Computer Science · Decision Sciences · #Recommender Systems and Techniques #Multimodal Machine Learning Applications #Advanced Bandit Algorithms Research
  19. Probing Explicit and Implicit Gender Bias through LLM Conditional Text Generation
    2023/11/01 by Xiangjue Dong, Yibo Wang, Dong, Xiangjue +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  20. Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
    2024/03/06 by Chengkai Liu, Liu, Chengkai, Jianghao Lin +7 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  21. GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking
    2025/02/23 by Chen, Yingjian, Liu, Haoran, Liu, Yinhong +8 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. Behavior-Dependent Linear Recurrent Units for Efficient Sequential Recommendation
    2024/06/18 by Chengkai Liu, Jianghao Lin, Liu, Chengkai +7 · 1 citation
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Recommender Systems and Techniques
  23. FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking
    2024/07/18 by Zhuoer Wang, Wang, Zhuoer, Leonardo F. R. Ribeiro +15 · 1 citation
    Computer Science · #Advanced Software Engineering Methodologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Service-Oriented Architecture and Web Services #Web Data Mining and Analysis