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cross-domain sentiment analysis

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DataFunSummit
DataFunSummit
Sep 8, 2022 · Artificial Intelligence

GAST: Graph Adaptive Semantic Transfer Model for Cross‑Domain Sentiment Analysis

This article introduces GAST, a graph‑adaptive semantic transfer framework that combines POS‑based Transformers and hybrid graph attention to improve cross‑domain sentiment analysis, presents related work, details the model architecture, reports extensive experiments showing state‑of‑the‑art results, and discusses future directions.

GAST modelGraph Neural NetworksNLP
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GAST: Graph Adaptive Semantic Transfer Model for Cross‑Domain Sentiment Analysis