Period Drama : Punctuation restoration in Swedish through fine- tuned KB-BERT

Period Drama : Punctuation restoration in Swedish through fine- tuned KB-BERT

Presented here is a method for automatic punctuation restoration in Swedish using a BERT model. The method is based on KB-BERT, a publicly available, neural network language model pre-trained on a Swedish corpus by National Library of Sweden. This model has then been fine-tuned for this specific tas...

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Bibliographic Details
Main Author: Björkman Nilsson, John
Format: Others
Language:English
Published: KTH, Skolan för elektroteknik och datavetenskap (EECS) 2021
Subjects:
NLP
Transformer
punctuation restoration
BERT
KB-BERT
machine learning
neural network
återinföring av skiljetecken
maskininlärning
neurala nätverk
Computer and Information Sciences
Data- och informationsvetenskap
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-303127

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-303127

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