Papers by Hongke Zhao

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Papers by Hongke Zhao

Findings

2022.findings-acl

Dynamic Re-weighting BERT
DR-BERT
Stack-BERT layers
lightweight Dynamic Re-weighting Adapter (
DRA
Aspect-based sentiment analysis
ABSA
dynamic aspect-oriented semantics
aspect-aware sentiment understanding
semantic modeling

2022

Sentiment Analysis

1 papers

Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis (2022.findings-acl)

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Kai Zhang, Kun Zhang, Mengdi Zhang, Hongke Zhao, Qi Liu, Wei Wu, Enhong Chen

Sentiment Analysis

Challenge:	Aspect-based sentiment analysis (ABSA) predicts sentiment polarity towards a specific aspect in a sentence.
Approach:	They propose to use a dynamic aspect-oriented semantics-based method to learn ABSA.
Outcome:	The proposed method can learn dynamic aspect-oriented semantics for ABSA on three benchmark datasets.

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