An Interactive Learning Network That Maintains Sentiment Consistency in End-to-End Aspect-Based Sentiment Analysis

Most of the aspect-based sentiment analysis research completes the two subtasks (aspect terms extraction and aspect sentiment classification) separately, and it cannot see the full picture and actual effect of the complete aspect-based sentiment analysis. The purpose of end-to-end aspect-based senti...

Full description

Bibliographic Details
Published in:	Applied Sciences
Main Authors:	Musheng Chen, Qingrong Hua, Yaojun Mao, Junhua Wu
Format:	Article
Language:	English
Published:	MDPI AG 2023-08-01
Subjects:	aspect-based sentiment analysis multi-head attention mechanism sentiment consistency interactive learning
Online Access:	https://www.mdpi.com/2076-3417/13/16/9327

Similar Items

Aspect-Based Sentiment Analysis Model for Short Text with Interactive Dependent Multi-head Graph Attention
by: AISiyu, et al.
Published: (2024-10-01)

Aspect Level Sentiment Analysis Based on Sentiment-Enhanced and Dual Graph Convolutional Network
by: DAI Wei, WANG Fengyu, JI Changpeng
Published: (2024-05-01)

A Survey on Multimodal Aspect-Based Sentiment Analysis
by: Hua Zhao, et al.
Published: (2024-01-01)

Sentiment Difficulty in Aspect-Based Sentiment Analysis
by: Adrian-Gabriel Chifu, et al.
Published: (2023-11-01)

A More Fine-Grained Aspect–Sentiment–Opinion Triplet Extraction Task
by: Yuncong Li, et al.
Published: (2023-07-01)

ASPECT-BASED SENTIMENT ANALYSIS METHODS IN RECENT YEARS
by: Zohreh Madhoushi, et al.
Published: (2019-06-01)

Affective-Knowledge-Enhanced Graph Convolutional Networks for Aspect-Based Sentiment Analysis with Multi-Head Attention
by: Xiaodong Cui, et al.
Published: (2023-03-01)

Interactive Rule Attention Network for Aspect-Level Sentiment Analysis
by: Qiang Lu, et al.
Published: (2020-01-01)

Attention-Enhanced Graph Convolutional Networks for Aspect-Based Sentiment Classification with Multi-Head Attention
by: Guangtao Xu, et al.
Published: (2021-04-01)

A Graph Convolutional Network Based on Sentiment Support for Aspect-Level Sentiment Analysis
by: Ruiding Gao, et al.
Published: (2024-03-01)

Enhancing Arabic Aspect-Based Sentiment Analysis Using End-to-End Model
by: Ghada M. Shafiq, et al.
Published: (2023-01-01)

Generative Aspect Sentiment Quad Prediction with Self-Inference Template
by: Yashi Qin, et al.
Published: (2024-07-01)

Aspect-based Sentiment Analysis Based on Dual-channel Graph Convolutional Network with Sentiment Knowledge
by: YANG Ying, ZHANG Fan, LI Tianrui
Published: (2023-05-01)

Exploring BERT for Aspect-based Sentiment Analysis in Portuguese Language
by: Émerson Philippe Lopes, et al.
Published: (2022-05-01)

“Harnessing Customer Feedback for Product Recommendations: An Aspect-Level Sentiment Analysis Framework”
by: Nimesh Bali Yadav
Published: (2023-03-01)

Multi-channel enhanced graph convolutional network for sentiment analysis on instrumental music descriptions
by: Fangge Lv, et al.
Published: (2025-06-01)

Research on capsule network-based for aspect-level sentiment classification
by: Zhidong XU, et al.
Published: (2020-09-01)

Interactive Multi-Head Attention Networks for Aspect-Level Sentiment Classification
by: Qiuyue Zhang, et al.
Published: (2019-01-01)

Methods of sentiment detection towards aspect of economic and social development in Russian sentences
by: Anatoliy Y. Poletaev, et al.
Published: (2024-12-01)

Dense Concatenation Memory Network for Aspect Level Sentiment Analysis
by: Gailing MA, et al.
Published: (2023-01-01)

Aspect-Level Sentiment Analysis Based on Syntax-Aware and Graph Convolutional Networks
by: Qun Gu, et al.
Published: (2024-01-01)

Local Dependency-Enhanced Graph Convolutional Network for Aspect-Based Sentiment Analysis
by: Fei Wu, et al.
Published: (2023-08-01)

IIM: an information interaction mechanism for aspect-based sentiment analysis
by: Le Chen, et al.
Published: (2023-12-01)

Visual Enhancement Capsule Network for Aspect-based Multimodal Sentiment Analysis
by: Yifei Zhang, et al.
Published: (2022-11-01)

DCASAM: advancing aspect-based sentiment analysis through a deep context-aware sentiment analysis model
by: Xiangkui Jiang, et al.
Published: (2024-08-01)

IDCN: A Novel Interactive Dual Channel Network for Aspect Sentiment Triplet Extraction
by: Ning Liu, et al.
Published: (2022-01-01)

Aspect-level Sentiment Classification Based on Interactive Attention and Graph Convolutional Network
by: WANG Yali, ZHANG Fan, YU Zeng, LI Tianrui
Published: (2023-04-01)

Semi-Supervised Model for Aspect Sentiment Detection
by: Zohreh Madhoushi, et al.
Published: (2023-05-01)

A Multitask Multiview Neural Network for End-to-End Aspect-Based Sentiment Analysis
by: Yong Bie, et al.
Published: (2021-09-01)

Aspect based sentiment analysis datasets for Bangla textMendeley Data
by: Mahmudul Hasan, et al.
Published: (2024-12-01)

TASCI: transformers for aspect-based sentiment analysis with contextual intent integration
by: Hassan Nazeer Chaudhry, et al.
Published: (2025-05-01)

Benchmarking Deep Learning Methods for Aspect Level Sentiment Classification
by: Tanu Sharma, et al.
Published: (2021-11-01)

GP-GCN: Global features of orthogonal projection and local dependency fused graph convolutional networks for aspect-level sentiment classification
by: Subo Wei, et al.
Published: (2022-12-01)

Aspect-Based Sentiment Analysis Through Graph Convolutional Networks and Joint Task Learning
by: Hongyu Han, et al.
Published: (2025-03-01)

Bimodal Fusion Network with Multi-Head Attention for Multimodal Sentiment Analysis
by: Rui Zhang, et al.
Published: (2023-02-01)

Part-of-speech based label update network for aspect sentiment triplet extraction
by: Yanbo Li, et al.
Published: (2024-01-01)

Lightweight multilayer interactive attention network for aspect-based sentiment analysis
by: Wenjun Zheng, et al.
Published: (2023-12-01)

Multi-feature Interaction for Aspect Sentiment Triplet Extraction
by: CHEN Linying, LIU Jianhua, ZHENG Zhixiong, LIN Jie, XU Ge, SUN Shuihua
Published: (2024-04-01)

Aspect Sentiment Triplet Extraction with Syntax-Semantics Graph Convolutional Network
by: Jingyun Zhang, et al.
Published: (2025-07-01)

Enhanced UrduAspectNet: Leveraging Biaffine Attention for superior Aspect-Based Sentiment Analysis
by: Kamran Aziz, et al.
Published: (2024-11-01)