Depiction of "Aspect" sentiment.

AnjaliSuryawanshi21 / Aspect-Based-Opinion-Mining

An opinion may be defined as a combination of four factors (entity, holder, claim, and sentiment), in which the opinion holder may believe a claim about an entity, and in many cases, associate a sentiment with that belief. As opposed to extracting the general sentiment expressed in a piece of text, Aspect-Based Sentiment Analysis aims to extract both the entity described in the text (in this case, attributes or components of a product or service) and the sentiment expressed towards such entities

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Depiction of "Aspect" sentiment. #1

Open mirk26 opened 2 years ago

mirk26 commented 2 years ago

I see the aspect based opinion mining but couldn't see the sentiment attached to the aspects, I am looking to improve my attention based transformer network for aspect based sentiment mining for each user/review. I am currently using tfx. Did I miss something here in the notebook, are there plans to further development?

@AnjaliSuryawanshi21

AnjaliSuryawanshi21 commented 2 years ago

You can see at cell no. 38 there is sentiment score for each aspects, for example: the aspect/topic_name of "battery_life" has 4073 negative score/review,941 neutral and 24689 positive.

can you share a more information of your project "attention based transformer network for aspect based sentiment mining" or piece of code, so that I can help you by understanding the problem.