Transformer model on Time Expression Normalization

Hi,

I am having the challenge of capturing and translating the raw time expression into a normalized time expression which can be easily processed by DateTime converter.

All I could find is SUTime package is the nowadays best performance package? Any other model existing on hugging face is doing something similar and beat the performance of SUTime?

Task: recognize the date and time related text and normalize it into machine readable format.

Tested and not working (?):

nametag
spaCy NER via this
entity simplify and extend NLP and openNLP named entity recognition
https://nlp.stanford.edu/pubs/lrec2012-sutime.pdf

https://lajavaness.medium.com/detection-and-normalization-of-temporal-expressions-in-french-text-1-build-a-dataset-3353298f8d2d

dateparser

https://dateparser.readthedocs.io/en/latest/ 

Currently the simple approach is via parsedate::parsedate function, where the extraction is not perfect.