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Aspect Based Sentiment Analysis: A Python Demo
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- čas přidán 18. 08. 2024
- 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
This will so helpful for my Final Year Project
Thanks, writing a literature review on ABSA at the moment, this helped a lot.
Have you written your literature review now?
@@asadnaqviii Yep a long time ago at this stage
Short and Crisp! Great.
Thank you! you helped me a-lot
Thanks, very helpful
very informative, thanks a lot0
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."
Ma'am, can you please help how to know how can we train our own model using this method?
can someone help me using the code? its too complicated for me
does this model have Turkish language support???
Can you pls provide code
The paper's code was provided in the video description: github.com/chiayewken/Span-ASTE