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pro vyhledávání: '"Gastaldi, Juan Luis"'
Autor:
Giulianelli, Mario, Malagutti, Luca, Gastaldi, Juan Luis, DuSell, Brian, Vieira, Tim, Cotterell, Ryan
Language models are widely used in computational psycholinguistics to test theories that relate the negative log probability (the surprisal) of a region of interest (a substring of characters) under a language model to its cognitive cost experienced
Externí odkaz:
http://arxiv.org/abs/2410.02691
Autor:
Gastaldi, Juan Luis, Terilla, John, Malagutti, Luca, DuSell, Brian, Vieira, Tim, Cotterell, Ryan
Tokenization - the practice of converting strings of characters over an alphabet into sequences of tokens over a vocabulary - is a critical yet under-theorized step in the NLP pipeline. Notably, it remains the only major step not fully integrated int
Externí odkaz:
http://arxiv.org/abs/2407.11606
Autor:
Zouhar, Vilém, Meister, Clara, Gastaldi, Juan Luis, Du, Li, Sachan, Mrinmaya, Cotterell, Ryan
Subword tokenization is a key part of many NLP pipelines. However, little is known about why some tokenizer and hyperparameter combinations lead to better downstream model performance than others. We propose that good tokenizers lead to \emph{efficie
Externí odkaz:
http://arxiv.org/abs/2306.16842
Autor:
Zouhar, Vilém, Meister, Clara, Gastaldi, Juan Luis, Du, Li, Vieira, Tim, Sachan, Mrinmaya, Cotterell, Ryan
Byte-Pair Encoding (BPE) is a popular algorithm used for tokenizing data in NLP, despite being devised initially as a compression method. BPE appears to be a greedy algorithm at face value, but the underlying optimization problem that BPE seeks to so
Externí odkaz:
http://arxiv.org/abs/2306.16837
Autor:
Gastaldi, Juan Luis
Ce travail s’engage dans la reconstitution d’une intelligibilité globale nouvelle pour la logique qui est née avec Frege afin de restituer l’une des conditions décisives pour la philosophie contemporaine, à savoir celle qui concerne son rap
Externí odkaz:
http://www.theses.fr/2014BOR30035/document
Akademický článek
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Publikováno v:
Notices of the American Mathematical Society; Feb2024, Vol. 71 Issue 2, p174-185, 12p
Autor:
Gastaldi, Juan Luis
Publikováno v:
Minds & Machines; 2024 Suppl 1, Vol. 34, p1-10, 10p
Autor:
Gastaldi, Juan Luis1 (AUTHOR) juan.luis.gastaldi@gess.ethz.ch, Pellissier, Luc2 (AUTHOR)
Publikováno v:
Interdisciplinary Science Reviews. Dec 2021, Vol. 46 Issue 4, p569-590. 22p. 1 Diagram.
Autor:
Gastaldi, Juan Luis
Recent years have seen a remarkable development of deep neural network techniques for data analysis, along with their increasing application in scientific research across different disciplines. The field of mathematics has not been exempted from this
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3379::d75db4fcb8ed059bb746ebf8d585e3d5
https://shs.hal.science/halshs-03995318
https://shs.hal.science/halshs-03995318