Avishek (Joey) Bose

It's the polarity of the aspect term as outlined in this paper https://arxiv.org/pdf/1605.08900.pdf

The aspect term with its polarity is provided as part of the training data. When you're testing you select the aspect term along with the input and model predicts the...

that makes no sense. Why would a model be expected to extract aspect terms? The question you're trying to answer with this model is given a sentence, you pick a...

I think you have a fundamental misunderstanding of the actual problem, reading the paper will help but to answer your question. Aspect level sentiment analysis refers to the polarity of...

So in my experience, there is a resource exhaustion error and thats why the process is killed. There seems to be a bug in this code that uses a lot...

I've managed to fix the issue, its in all the tf.assign which adds more nodes to the graph. So comment out lines 156-170, 211-225 in model.py. Although, the accuracy is...

I dont think so, but the paper does a few more tricks that this code doesnt do but I cant be too sure if thats the cause of the accuracy...

Hi, the reddit dataset is too large to put on here, but it was collected from the Reddit dump from 2017-11 collected by Jason Baumgartner: https://www.reddit.com/r/pushshift/comments/bcxguf/new_to_pushshift_read_this_faq/

Hey, I believe thats the correct one RS_2017-11.xz, it's been a few years so I'm not 100% sure as I only kept the processed versions of the dataset to save...

Hi, thanks for your interest. Unfortunately, I no longer have access to the processed AMINER dataset but the raw versions can be downloaded from here: https://www.aminer.org/data/ (please check the paper...