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Survey on Aspect-based Sentiment Analysis

2020-2023

Adversarial Training for Aspect-Based Sentiment Analysis with BERT - https://ieeexplore.ieee.org/document/9412167 - https://arxiv.org/pdf/2001.11316.pdf
Toward Tag-free Aspect Based Sentiment Analysis: A Multiple Attention Network Approach - https://ieeexplore.ieee.org/document/9207426 - https://arxiv.org/pdf/2003.09986.pdf
Aspect-based Sentiment Analysis with Type-aware Graph Convolutional Networks and Layer Ensemble - https://aclanthology.org/2021.naacl-main.231/ - https://aclanthology.org/2021.naacl-main.231.pdf

2016-2019

Aspect Level Sentiment Classification with Deep Memory Network - https://aclanthology.org/D16-1021/ - https://aclanthology.org/D16-1021.pdf
Attention-based LSTM for Aspect-level Sentiment Classification - https://aclanthology.org/D16-1058/ - https://aclanthology.org/D16-1058.pdf
An Unsupervised Neural Attention Model for Aspect Extraction - https://aclanthology.org/P17-1036/ - https://aclanthology.org/P17-1036.pdf

2012-2015

Weakly Supervised Joint Sentiment-Topic Detection from Text - https://ieeexplore.ieee.org/document/5710933 - https://core.ac.uk/download/pdf/12824749.pdf
Genre Specific Aspect Based Sentiment Analysis of Movie Reviews - https://ieeexplore.ieee.org/document/7275981 - paper in relevant folder
Aspect based Sentiment Analysis using support vector machine classifier - https://ieeexplore.ieee.org/document/6637416 - paper in relevant folder

2011 and Before

Multi-aspect Sentiment Analysis with Topic Models - https://ieeexplore.ieee.org/abstract/document/6137364 - https://www.cs.cornell.edu/home/cardie/papers/masa-sentire-2011.pdf
Aspect-Based Opinion Polling from Customer Reviews - https://ieeexplore.ieee.org/document/5708129 - paper in relevant folder
Sentiment analyzer: extracting sentiments about a given topic using natural language processing techniques - https://ieeexplore.ieee.org/document/1250949 - https://my.ece.utah.edu/~ece6534/Spring2015/20150423_wang/wang_supp1.pdf

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