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Aspect Based Sentiment Analysis Python Demo & Explanation  

Rithesh Sreenivasan
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In this video I explain about Aspect Based Sentiment Analysis. It is the task is to classify the sentiment of potentially long texts for several aspects. I explain and give a demo of the python Aspect-Based-Sentiment-Analysis package
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13 сен 2024

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Комментарии : 40   
@vipinsainilol
@vipinsainilol 2 года назад
Thank you, Ritesh for sharing the ABSA demo.
@RitheshSreenivasan
@RitheshSreenivasan 2 года назад
Thank You!
@bhargavsolanky1330
@bhargavsolanky1330 Год назад
Thanks for this! However I am unable to install the package using "pip install aspect-based-sentiment-analysis" with error "ERROR: Could not find a version that satisfies the requirement aspect-based-sentiment-analysis (from versions: none) ERROR: No matching distribution found for aspect-based-sentiment-analysis". Any help on this?
@bryanzhigui3834
@bryanzhigui3834 Год назад
I have the same problem :(
@gunabalang9543
@gunabalang9543 2 года назад
waiting for more videos in nlp specific to data analysis
@RitheshSreenivasan
@RitheshSreenivasan 2 года назад
Checkout my old videis
@gunabalang9543
@gunabalang9543 2 года назад
@@RitheshSreenivasan sure
@rajeevmayekar1775
@rajeevmayekar1775 Год назад
osm content is it possible to do aspect based sentiment analysis on cloth reveiw dataset whether they are going to buy or not. if i add text to the all the reveiws "i might buy " will there be good aspect accuracy to "buy" ?
@RitheshSreenivasan
@RitheshSreenivasan Год назад
You have to try it out. Thank You
@shaikgaffar4022
@shaikgaffar4022 2 года назад
Thanks Ritesh for sharing the ABSA demo... Kindly If possible please do a demo on Fine Grained Sentimental Analysis NLP
@RitheshSreenivasan
@RitheshSreenivasan 2 года назад
Let me try
@shaikabdulgaffar6013
@shaikabdulgaffar6013 2 года назад
@@RitheshSreenivasan Thanks a Lot Ritesh.,.👍👍
@wildanrahman1333
@wildanrahman1333 5 месяцев назад
Hey, thanks for the video. But can we use it for another language?
@RitheshSreenivasan
@RitheshSreenivasan 5 месяцев назад
Not sure. Check their documentation
@mohammedarsalan7164
@mohammedarsalan7164 2 года назад
thanks
@RitheshSreenivasan
@RitheshSreenivasan 2 года назад
You're welcome!
@gunabalang9543
@gunabalang9543 2 года назад
amazing
@tejaswi1995
@tejaswi1995 Год назад
Thanks for sharing
@RitheshSreenivasan
@RitheshSreenivasan Год назад
Thank You!
@ambrosionguema9200
@ambrosionguema9200 2 года назад
Working on DataFrames is the most common in Data Science
@RitheshSreenivasan
@RitheshSreenivasan 2 года назад
May be
@DnyaneshwarPanchaldsp
@DnyaneshwarPanchaldsp Год назад
👌👌
@VLM234
@VLM234 2 года назад
@RitheshSreenivasan
@RitheshSreenivasan 2 года назад
Thank You!
@puransingh2726
@puransingh2726 Год назад
Thanks Ritesh, Can you Please share the Demo notebook, used in this presentation.
@RitheshSreenivasan
@RitheshSreenivasan Год назад
Checkout the github repository for ASBA in the description of the video. Just use the example code. Nothing special in my demo notebook
@DnyaneshwarPanchaldsp
@DnyaneshwarPanchaldsp Год назад
how the token weight is devided or decided while calculating the polarity
@RitheshSreenivasan
@RitheshSreenivasan Год назад
Please refer to the official documentation. I don't remember now
@ambrosionguema9200
@ambrosionguema9200 2 года назад
Why don't you do on Dataframes columns with a list of keywords?
@RitheshSreenivasan
@RitheshSreenivasan 2 года назад
You can do it on data frames as well
@ambrosionguema9200
@ambrosionguema9200 2 года назад
@@RitheshSreenivasan When you working on DataFrames will see an error maybe. For loop about 10000 rows and 100 keywords, example.
@RitheshSreenivasan
@RitheshSreenivasan 2 года назад
@@ambrosionguema9200 May be how does that matter. Can happen with any algorithm
@DnyaneshwarPanchaldsp
@DnyaneshwarPanchaldsp Год назад
How to explain bert classifier in research paper
@RitheshSreenivasan
@RitheshSreenivasan Год назад
Refer to Bert paper for architecture and explain the additional classification layer
@DnyaneshwarPanchaldsp
@DnyaneshwarPanchaldsp Год назад
@@RitheshSreenivasan thank you Sir
@ambrosionguema9200
@ambrosionguema9200 2 года назад
How to train new keywords in this model?
@RitheshSreenivasan
@RitheshSreenivasan 2 года назад
You have to explicitly specify keywords. You cannot train for new keywords
@ambrosionguema9200
@ambrosionguema9200 2 года назад
@@RitheshSreenivasan thanks.
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