Aspect Based Sentiment Analysis: A Python Demo

Aspect Based Sentiment Analysis (ABSA) is also called Target Based Sentiment Analysis (TBSA) or Opinion Mining.
The python demo is based on the paper Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction (2021). The paper was authored by Lu Xu, Yew Ken Chia, and Lidong Bing.
Paper Github: github.com/chi...
Agenda:
What is Aspect Based Sentiment Analysis (ABSA)?
What ABSA outputs look like
Paper walkthrough
Python demo
Keywords: NLP, ABSA, sentiment analysis, aspect-based sentiment classification, tutorial, demo, introduction

[@asadnaqviii]

This will so helpful for my Final Year Project

[@analyticswithadam]

Thanks, writing a literature review on ABSA at the moment, this helped a lot.

[@asadnaqviii]

Have you written your literature review now?

[@analyticswithadam]

@@asadnaqviii Yep a long time ago at this stage

[@abhishekkulkarni2721]

Short and Crisp! Great.

[@itayatelis2898]

Thank you! you helped me a-lot

[@quoctuongangvuong8031]

Thanks, very helpful

[@yomnaeid9767]

very informative, thanks a lot0

[@TimePass-cv2ez]

What if there are multiple aspects in the review that we would want to get the triplet for? For eg: "Service was awesome. Rooftop bar had an amazing vibe and the pool was super clean. Also the staff was very helpful."

[@swathi6164]

Ma'am, can you please help how to know how can we train our own model using this method?

[@iamtrulyunlovable4879]

can someone help me using the code? its too complicated for me

[@kemalfaruktalay8192]

does this model have Turkish language support???

[@afsheenmaroof6209]

Can you pls provide code

[@eveywan]

The paper's code was provided in the video description: github.com/chiayewken/Span-ASTE