Survey on aspect category detection

SUS Chebolu, P Rosso, S Kar, T Solorio - ACM Computing Surveys, 2022 - dl.acm.org
In recent years, aspect category detection has become popular due to the rapid growth in
customer reviews data on e-commerce and other online platforms. Aspect Category …

Jointly modeling aspect and polarity for aspect-based sentiment analysis in persian reviews

M Vazan, J Razmara - arXiv preprint arXiv:2109.07680, 2021 - arxiv.org
Identification of user's opinions from natural language text has become an exciting field of
research due to its growing applications in the real world. The research field is known as …

Boosting aspect category detection with inference heuristics and knowledge enhancement

B Liu, T Lin, M Li - Knowledge-Based Systems, 2022 - Elsevier
Aspect category detection (ACD) aims to identify the aspect categories from reviewers'
expressed opinions in a given sentence, where one or multiple predefined aspect …

A semi supervised approach to Arabic aspect category detection using Bert and teacher-student model

M Almasri, N Al-Malki, R Alotaibi - PeerJ Computer Science, 2023 - peerj.com
Aspect-based sentiment analysis tasks are well researched in English. However, we find
such research lacking in the context of the Arabic language, especially with reference to …

Sener: Sentiment element named entity recognition for aspect-based sentiment analysis

SK Lee, JH Kim - … 2023-2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
Aspect-based sentiment analysis (ABSA) is a task of identifying fine-grained sentiment
entities in a given sentence, which is generally formulated as a sequence labeling problem …

Aspect based sentiment analysis for urdu

N Ahmad, J Wan - 2021 6th International Conference on …, 2021 - ieeexplore.ieee.org
Aspect based sentiment analysis (ABSA) is an important task that aims to determine the
polarities of the given aspects in its context. Most of the study on ABSA mainly focuses on …

AReview of Aspect Detection and Categorization Techniques for Text Summarization

K Mistry, HK Thakkar - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
The text summarization plays a pivot role to comprehend the large text in a meaningful
manner to reduce the burden of going through the documents. The automatic and robust text …

Semi-Automatic Category Estimation and Data Augmentation for Opinion Extraction of Product Components

S Anda, M Kikuchi, T Ozono - International Journal of Service and …, 2023 - iaiai.org
When customers purchase a product online, they use reviews to gather information about
that product to help them make a purchase decision. Aspect-based Sentiment Analysis is a …