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Zhong, Ruiqi

  1. Language Models Learn to Mislead Humans via RLHF
    2024/09/19 by Jiaxin Wen, Wen, Jiaxin, Ruiqi Zhong +15 · 8 voices · 19 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling
  2. DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation
    2022/11/18 by Yuhang Lai, Lai, Yuhang, Chengxi Li +17 · 64 citations
    Computer Science · Materials Science · #Software Engineering Research #Machine Learning and Data Classification #Machine Learning in Materials Science
  3. InCoder: A Generative Model for Code Infilling and Synthesis
    2022/04/12 by Daniel Fried, Fried, Daniel, Armen Aghajanyan +16 · 57 citations
    Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
  4. Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming
    2025/01/31 by Mrinank Sharma, Meg Tong, Sharma, Mrinank +89 · 8 voices · 40 citations
    Social Sciences · #Criminal Law and Evidence #Law, Rights, and Freedoms #Legal Systems and Judicial Processes
  5. Semantic Evaluation for Text-to-SQL with Distilled Test Suites
    2020/10/06 by Ruiqi Zhong, Tao Yu, Zhong, Ruiqi +3 · 13 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Topic Modeling #Data Quality and Management
  6. Foundational Challenges in Assuring Alignment and Safety of Large Language Models
    2024/04/15 by Anwar, Usman, Saparov, Abulhair, Rando, Javier +39 · 23 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Meta-learning via Language Model In-context Tuning
    2021/10/15 by Yanda Chen, Ruiqi Zhong, Chen, Yanda +7 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  8. Learning by Distilling Context
    2022/09/30 by Charlie Snell, Dan Klein, Snell, Charlie +3 · 10 citations
    Computer Science · Materials Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
  9. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
    2022/01/16 by Tianbao Xie, Xie, Tianbao, Chen Wu +43 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  10. Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations
    2023/07/17 by Yanda Chen, Chen, Yanda, Ruiqi Zhong +13 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  11. Describing Differences in Image Sets with Natural Language
    2023/12/05 by Lisa Dunlap, Yuhui Zhang, Dunlap, Lisa +13 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  12. Goal-Driven Explainable Clustering via Language Descriptions
    2023/05/23 by Zihan Wang, Jingbo Shang, Wang, Zihan +3 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  13. Describing Differences between Text Distributions with Natural Language
    2022/01/28 by Ruiqi Zhong, Zhong, Ruiqi, Charlie Snell +5 · 4 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
  14. Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level
    2021/05/13 by Zhong, Ruiqi, Ghosh, Dhruba, Klein, Dan +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Fine-grained Sentiment Analysis with Faithful Attention
    2019/08/19 by Zhong, Ruiqi, Shao, Steven, McKeown, Kathleen · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. Approximating How Single Head Attention Learns
    2021/03/13 by Snell, Charlie, Zhong, Ruiqi, Klein, Dan +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Goal Driven Discovery of Distributional Differences via Language Descriptions
    2023/02/28 by Zhong, Ruiqi, Zhang, Peter, Li, Steve +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Subspace Embedding and Linear Regression with Orlicz Norm
    2018/06/17 by Andoni, Alexandr, Lin, Chengyu, Sheng, Ying +2 · 1 citation
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections
    2021/04/10 by Ruiqi Zhong, Kristy Lee, Zhong, Ruiqi +5 · 1 citation
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  20. Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL
    2022/05/25 by Ruiqi Zhong, Charlie Snell, Zhong, Ruiqi +5 · 1 citation
    Computer Science · #Software Engineering Research #Topic Modeling #Natural Language Processing Techniques
  21. Learning Task Decomposition to Assist Humans in Competitive Programming
    2024/06/07 by Jiaxin Wen, Ruiqi Zhong, Wen, Jiaxin +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Reinforcement Learning in Robotics
  22. Explaining Datasets in Words: Statistical Models with Natural Language Parameters
    2024/09/13 by Ruiqi Zhong, Heng Wang, Zhong, Ruiqi +5 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques