Abstractive Text Summarization using Transformer Model | Deep Learning | Python

[@praveenbehara]

A no nonsense video that talks about exactly what you are looking for.

[@ganeshk2156]

Thankyou so much Sir 😄. I am gonna goin through ur Machine learning playlist 💯

[@HackersRealm]

🔥🔥

[@amarshrinath5471]

Thank you

[@HackersRealm]

Happy to help😃

[@tanviladdha4120]

can you make the video illustrating video summarisation. like the one which is used to watch the highlights of the cricket match

[@HackersRealm]

Currently I have plans on doing some projects that needs to cover the basics, after that I will try this

[@tanviladdha4120]

@@HackersRealm oh. great.

[@lovelykumari9157]

Can you make video of "abstractive text summarization using transformer model BERT "

[@waisyousofi9139]

can you implement, how to evaluate abstractive summarization. thanks

[@HackersRealm]

If you already have some summary for a dataset, you can use BLEU Score for evaluation

[@ganeshk2156]

Sir Could you recommend me any mini project for Msc Data Science stream? It will really be helpful .🙇

[@HackersRealm]

you can one from the playlist itself, everything is a complete mini project

[@tanviladdha4120]

while initialising the pre-trained model i m getting this error - AttributeError: module 'sentencepiece' has no attribute 'SentencePieceProcessor' . what should i do now. please help me

[@HackersRealm]

If you're using colab, try reinstalling the modules. For more queries, you can reach me via linkedin or insta, links are in the description.

[@tanviladdha4120]

@@HackersRealm i m using jupyter notebook in my macbook pro (m1 chip). okay. thankyou

[@HackersRealm]

@@tanviladdha4120 try to force reinstall that particular module

[@tanviladdha4120]

@@HackersRealm yes. it did help and now it runs perfectly, thankyou :)

[@HackersRealm]

@@tanviladdha4120 Great

[@Bakkagamer]

will this work for hindi language too?

[@HackersRealm]

it's a pretrained model, you have to check whether the language is there in the documentation

[@arpitsharma8675]

How to evaluate the output... can you please share the code???

[@HackersRealm]

I will try to update the code in the repo. For evaluation, you can use BLEU score

[@ashutoshsharma9250]

Hey please help me out i want to dump this model and use it in another python project can you please give me code for how to dump this model and how to use this model from somewhere else to generate summary. Please help me out Please

[@yaminisushma5560]

hey bro please share the dataset link

[@HackersRealm]

what dataset link you're referring?