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08/02/2023
Global Hierarchical Neural Networks using Hierarchical Softmax
This paper presents a framework in which hierarchical softmax is used to...
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03/27/2022
A Survey on Aspect-Based Sentiment Classification
With the constantly growing number of reviews and other sentiment-bearin...
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03/27/2022
A General Survey on Attention Mechanisms in Deep Learning
Attention is an important mechanism that can be employed for a variety o...
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11/29/2021
Adversarial Training for a Hybrid Approach to Aspect-Based Sentiment Analysis
The increasing popularity of the Web has subsequently increased the abun...
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11/16/2021
Utilizing Textual Reviews in Latent Factor Models for Recommender Systems
Most of the existing recommender systems are based only on the rating da...
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03/29/2021
Explaining a Neural Attention Model for Aspect-Based Sentiment Classification Using Diagnostic Classification
Many high performance machine learning models for Aspect-Based Sentiment...
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03/29/2021
Data Augmentation in a Hybrid Approach for Aspect-Based Sentiment Analysis
Data augmentation is a way to increase the diversity of available data b...
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04/19/2020
Pattern Learning for Detecting Defect Reports and Improvement Requests in App Reviews
Online reviews are an important source of feedback for understanding cus...
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04/18/2020