: Vocabulaire du TAL: serialization

NLP methods and tools > information theory > serialization

serialization

However interwoven columns tables and text blocks make serialization difficult substantially limiting the performance of a strict serialization approach. (Lee, Li, Dozat, Perot, Su, Hua, Ainslie, Wang, Fujii & Pfister, 2022)
The serialization of urls was natural but it could be extended to usernames. (Gotti, Langlais & Farzindar, 2013)
This serialization acts as a dense content representation whose advantages over the freetext report include conciseness and the pruning of non-semantic content (e.g. style-filler words radiologist-specific phrasing) from the report. (Yan, Liu, Kuo, Adithan, Reis, Kwak, Venugopal, O'Connell, Saenz, Rajpurkar & Moor, 2023)
We assist the model through providing content serialization to report pairs as in-context examples. (Yan, Liu, Kuo, Adithan, Reis, Kwak, Venugopal, O'Connell, Saenz, Rajpurkar & Moor, 2023)

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