Article

Empowering Sentence Representation with Semantic-Enhanced Tree-LSTMs

2023-11-28

Abstract excerpt

The Semantic-Enhanced Tree-LSTM (SeT-LSTM) network, a novel advancement in the realm of linguistic modeling, marks a significant step forward from traditional Tree-based Long Short Term Memory (LSTM) networks. By intricately weaving in the nuances of typed grammatical dependencies, SeT-LSTMs offer a more nuanced understanding of language semantics. Traditional models often overlook the semantic shift caused by var...

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Literature Corpus work: 4935f734-a891-5e8d-aa01-5d143d45897c
DOI: 10.20944/preprints202311.1766.v1

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