The Life Cycle of Knowledge in Big Language Models: A Survey

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Cite
Cao, Boxi, et al. “The Life Cycle of Knowledge in Big Language Models: A Survey”. Machine Intelligence Research, vol. 21, no. 2, 2024, pp. 217-38, https://doi.org/10.1007/s11633-023-1416-x.
Cao, B., Lin, H., Han, X., & Sun, L. (2024). The Life Cycle of Knowledge in Big Language Models: A Survey. Machine Intelligence Research, 21(2), 217-238. https://doi.org/10.1007/s11633-023-1416-x
Cao B, Lin H, Han X, Sun L. The Life Cycle of Knowledge in Big Language Models: A Survey. Machine Intelligence Research. 2024;21(2):217-38.
Journal Categories
Science
Mathematics
Instruments and machines
Electronic computers
Computer science
Technology
Mechanical engineering and machinery
Refrences
Title Journal Journal Categories Citations Publication Date
Probing Classifiers: Promises, Shortcomings, and Advances

 Computational Linguistics
  • Language and Literature: Philology. Linguistics: Computational linguistics. Natural language processing
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Language and Literature: Philology. Linguistics
  • Language and Literature: Philology. Linguistics
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 21 2022
Paradigm Shift in Natural Language Processing

 Machine Intelligence Research
  • Technology: Mechanical engineering and machinery
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 19 2022
Emergent linguistic structure in artificial neural networks trained by self-supervision

 Proceedings of the National Academy of Sciences
  • Science: Science (General)
 65 2020
Pre-trained models for natural language processing: A survey Science China Technological Sciences
  • Technology: Engineering (General). Civil engineering (General)
  • Science: Chemistry
  • Technology: Technology (General): Industrial engineering. Management engineering
  • Technology: Engineering (General). Civil engineering (General)
 391 2020
Wikidata

 Communications of the ACM
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 727 2014
Citations
Title Journal Journal Categories Citations Publication Date
We Live in Interesting Times: Introduction to the Special Section on Big Data & Behavior Science Perspectives on Behavior Science
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry: Therapeutics. Psychotherapy
  • Philosophy. Psychology. Religion: Psychology
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry
 2024
Citations Analysis
Category Category Repetition
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry: Therapeutics. Psychotherapy1
Philosophy. Psychology. Religion: Psychology1
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry1
The category Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry: Therapeutics. Psychotherapy 1 is the most commonly referenced area in studies that cite this article.