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Piech, Chris

  1. On the Opportunities and Risks of Foundation Models
    2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 535 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
  2. Deep Knowledge Tracing
    2015/06/19 by Chris Piech, Piech, Chris, Spencer, Jonathan +10 · 53 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #K.3.1 #Machine Learning (cs.LG) #Online Learning and Analytics #Topic Modeling
  3. The AI Teacher Test: Measuring the Pedagogical Ability of Blender and GPT-3 in Educational Dialogues
    2022/05/16 by Tack, Anaïs, Piech, Chris · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #K.3
  4. BanditPAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits
    2020/06/11 by Mo Tiwari, Tiwari, Mo, Martin Jinye Zhang +9 · 1 voice · 1 citation
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.LG #stat.ML
  5. Learning Program Embeddings to Propagate Feedback on Student Code
    2015/05/22 by Piech, Chris, Huang, Jonathan, Nguyen, Andy +3 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Software Engineering (cs.SE)
  6. The BEA 2023 Shared Task on Generating AI Teacher Responses in Educational Dialogues
    2023/06/12 by Anaïs Tack, Ekaterina Kochmar, Tack, Anaïs +7 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Intelligent Tutoring Systems and Adaptive Learning #K.3 #Natural Language Processing Techniques #Topic Modeling
  7. Achieving Fairness through Adversarial Learning: an Application to Recidivism Prediction
    2018/06/30 by Wadsworth, Christina, Vera, Francesca, Piech, Chris · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  8. MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks
    2023/10/30 by Allen Nie, Nie, Allen, Yuhui Zhang +8 · 4 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  9. The GPT Surprise: Offering Large Language Model Chat in a Massive Coding Class Reduced Engagement but Increased Adopters Exam Performances
    2024/04/25 by Nie, Allen, Chandak, Yash, Suzara, Miroslav +6 · 5 citations
    #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  10. Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users
    2021/04/27 by Doumbouya, Moussa, Einstein, Lisa, Piech, Chris · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Tuned Models of Peer Assessment in MOOCs
    2013/07/09 by Piech, Chris, Huang, Jonathan, Chen, Zhenghao +3 · 1 citation
    #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference
    2018/09/05 by Wu, Mike, Mosse, Milan, Goodman, Noah +1 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  13. MABSplit: Faster Forest Training Using Multi-Armed Bandits
    2022/12/14 by Tiwari, Mo, Kang, Ryan, Lee, Je-Yong +4 · 1 citation
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #I.2.8 #Machine Learning (cs.LG)
  14. BanditPAM++: Faster k-medoids Clustering
    2023/10/28 by Tiwari, Mo, Kang, Ryan, Lee, Donghyun +4 · 1 citation
    #68 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.0 #I.2.6 #I.2.m #I.m #K.3.2 #Machine Learning (cs.LG)