Enhancing BERT Representation With Context-Aware Embedding for Aspect-Based Sentiment Analysis

Enhancing BERT Representation With Context-Aware Embedding for Aspect-Based Sentiment Analysis

Aspect-based sentiment analysis, which aims to predict the sentiment polarities for the given aspects or targets, is a broad-spectrum and challenging research area. Recently, pre-trained models, such as BERT, have been used in aspect-based sentiment analysis. This fine-grained task needs auxiliary i...

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Bibliographic Details
Main Authors: Xinlong Li, Xingyu Fu, Guangluan Xu, Yang Yang, Jiuniu Wang, Li Jin, Qing Liu, Tianyuan Xiang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Aspect-based sentiment analysis
BERT network
context-aware embedding
Online Access:https://ieeexplore.ieee.org/document/9025050/

Internet

https://ieeexplore.ieee.org/document/9025050/

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