Controllable Text Summarization in Python based on CtrlSum | Applied NLP in Python

In this Applied NLP Python Tutorial, We will learn about Controllable Text Summarization in Python based on CtrlSum.
summarizers is package for controllable summarization based on CTRLsum.
currently, summarizers only supports English. It doesn't work in other languages.

Links:

References:
CTRLsum: Towards Generic Controllable Text Summarization
Junxian He, Wojciech Kryściński, Bryan McCann, Nazneen Rajani, Caiming Xiong arXiv 2020

[DataTheory]

Hi. just want to ask you that is it sufficient for us to go through with only pretrained models and work on projects. In industries do we have to only use these pretrained models to work or have to work with local scripting also to design models with class and objects?

designing models with pretrained models and their weights are sufficient or should also know the class based scripting?

[ଲିପ୍ସା]

Like you pointed out this one produced extractive summary, most algos for summarization give extractive kind of summary. Can you please share algos / pretrained models that give good abstractive summary?

[GandenKohkono]

thanks for this video. need headline generator for next video 🙏

[sitrakamatthieu]

Also yeah it could be could if you do a video about making it for many texts may be ^^