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Paul Smolensky

  1. On the proper treatment of connectionism
    1988/03/01 by Paul Smolensky · 10 citations
    Computer Science · Psychology · #Child and Animal Learning Development #Cognitive Science and Mapping #Neural Networks and Applications
  2. Implicit Chain of Thought Reasoning via Knowledge Distillation
    2023/11/02 by Yuntian Deng, Deng, Yuntian, K.N. Prasad +9 · 22 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) #Online Learning and Analytics #Topic Modeling
  3. Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems
    2022/05/02 by Paul Smolensky, R. Thomas McCoy, Smolensky, Paul +7 · 6 citations
    Computer Science · #Cognitive Science and Mapping #Neural Networks and Applications #Topological and Geometric Data Analysis
  4. Basic Reasoning with Tensor Product Representations
    2016/01/12 by Paul Smolensky, Smolensky, Paul, Moontae Lee +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  5. Mechanisms of Symbol Processing for In-Context Learning in Transformer Networks
    2024/10/23 by Paul Smolensky, Smolensky, Paul, R. García Fernández +11 · 1 voice · 1 citation
    Social Sciences · Computer Science · Materials Science · #Language and cultural evolution #Evolutionary Algorithms and Applications #Machine Learning in Materials Science
  6. HUBERT Untangles BERT to Improve Transfer across NLP Tasks
    2019/10/25 by Mehrad Moradshahi, Hamid Palangi, Moradshahi, Mehrad +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling