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A neural network solves, explains, and generates university math problems by program synthesis and few-shot learning at human level.
Drori, Iddo; Zhang, Sarah; Shuttleworth, Reece; Tang, Leonard; Lu, Albert; Ke, Elizabeth; Liu, Kevin; Chen, Linda; Tran, Sunny; Cheng, Newman; Wang, Roman; Singh, Nikhil; Patti, Taylor L; Lynch, Jayson; Shporer, Avi; Verma, Nakul; Wu, Eugene; Strang, Gilbert.
  • Drori I; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America.
  • Zhang S; Department of Computer Science, Columbia University, New York, NY 10027, United States of America.
  • Shuttleworth R; Department of Mathematics, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America.
  • Tang L; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America.
  • Lu A; Department of Mathematics, Harvard University, Cambridge, MA 02138, United States of America.
  • Ke E; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America.
  • Liu K; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America.
  • Chen L; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America.
  • Tran S; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America.
  • Cheng N; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America.
  • Wang R; Department of Computer Science, Columbia University, New York, NY 10027, United States of America.
  • Singh N; Department of Computer Science, Columbia University, New York, NY 10027, United States of America.
  • Patti TL; Media Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America.
  • Lynch J; Department of Physics, Harvard University, Cambridge, MA 02138, United States of America.
  • Shporer A; School of Computer Science, University of Waterloo, Waterloo, ON N2L 3G1, Canada.
  • Verma N; Department of Physics and Kavli Institute for Astrophysics and Space Research, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America.
  • Wu E; Department of Computer Science, Columbia University, New York, NY 10027, United States of America.
  • Strang G; Department of Computer Science, Columbia University, New York, NY 10027, United States of America.
Proc Natl Acad Sci U S A ; 119(32): e2123433119, 2022 08 09.
Article en En | MEDLINE | ID: mdl-35917350
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Solución de Problemas / Redes Neurales de la Computación / Matemática Tipo de estudio: Prognostic_studies Límite: Humans País como asunto: America do norte Idioma: En Año: 2022 Tipo del documento: Article
Texto completo
Imprimir
XML
PubMed Links
Search on Google

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Solución de Problemas / Redes Neurales de la Computación / Matemática Tipo de estudio: Prognostic_studies Límite: Humans País como asunto: America do norte Idioma: En Año: 2022 Tipo del documento: Article