Running predictions based on user input.

[programmeddeath1]

Hi can you give a sample implementation on how to run your model on specific user input from the pre-trained models? Can you guide with the demo pipeline to predict aspect sentiment for a user input in real-time.

[pnageshkar]

I wanted to do some inference (Aspect Extraction and Aspect sentiment classification) using the hugging face transformer model. Can you share some guidelines on how to do that ? On using AutoModel .. the model downloaded looks to be a plain BERT Model. Do we need to an additional layer over it ?
Any help will be appreciated!

[howardhsu]

we didn’t release a fine-tuned model on a specific task. but you can easily tune on using semieval data. best, hu

On Tue, Feb 23, 2021 at 5:56 AM Prasad Nageshkar ***@***.***> wrote: I wanted to do some inference (Aspect Extraction and Aspect sentiment classification) using the hugging face transformer model. Can you share some guidelines on how to do that ? On using AutoModel .. the model downloaded looks to be a plain BERT Model. Do we need to an additional layer over it ? Any help will be appreciated! — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub <#17 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/ACRK37ZXQQJ4I6BDNFZKQQ3TAOXZXANCNFSM4VQLJFVA> .

-- Homepage: https://howardhsu.github.io/ Linkedin: https://www.linkedin.com/in/hu-xu-9852403b/ Google Scholar: https://scholar.google.com/citations?user=SaH2yWMAAAAJ Twitter: https://twitter.com/Hu_Hsu Email: activebus@gmail.com

[pnageshkar]

we didn’t release a fine-tuned model on a specific task. but you can easily tune on using semieval data. best, hu
On Tue, Feb 23, 2021 at 5:56 AM Prasad Nageshkar @.***> wrote: I wanted to do some inference (Aspect Extraction and Aspect sentiment classification) using the hugging face transformer model. Can you share some guidelines on how to do that ? On using AutoModel .. the model downloaded looks to be a plain BERT Model. Do we need to an additional layer over it ? Any help will be appreciated! — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub <#17 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/ACRK37ZXQQJ4I6BDNFZKQQ3TAOXZXANCNFSM4VQLJFVA .
-- Homepage: https://howardhsu.github.io/ Linkedin: https://www.linkedin.com/in/hu-xu-9852403b/ Google Scholar: https://scholar.google.com/citations?user=SaH2yWMAAAAJ Twitter: https://twitter.com/Hu_Hsu Email: activebus@gmail.com

Thank you.