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Foundation Models for Natural Language Processing – Pre-trained Language Models Integrating Media [article]

Gerhard Paaß, Sven Giesselbach
2023 arXiv   pre-print
This open access book provides a comprehensive overview of the state of the art in research and applications of Foundation Models and is intended for readers familiar with basic Natural Language Processing  ...  In addition, links are provided to freely available program code. A concluding chapter summarizes the economic opportunities, mitigation of risks, and potential developments of AI.  ...  But the biggest thanks go to our families, who gave us the necessary space during the long time of writing. In particular, I, Gerhard Paaß, would like to thank my wife  ... 
arXiv:2302.08575v1 fatcat:cb5mebk2fjelblz52755ltcooi

The Meaning of UML Models [article]

Greg O'Keefe, University, The Australian National, University, The Australian National
2010
, relating it to work in logic and the philosophy of science. ...  ...  Rather than searching for yet another formalisation of UML, our main aim is to determine what would constitute a good definition of UML. ¶ The first chapter sets the UML definition problem in a broad context  ...  We thus see another occurrence of the functor definition of a graph. Figure 3 .18 shows our new metamodel fragment in graphform.  ... 
doi:10.25911/5d7a2ca14572a fatcat:povedzfoffhczemmnc4hu4l5ii