3 papers
cs.CL2023
Dynamic Syntax Mapping: A New Approach to Unsupervised Syntax Parsing
Buvarp Gohsh, Woods Ali, Anders Michael
The intricate hierarchical structure of syntax is fundamental to the intricate and systematic nature of human language. This study investigates the premise that language models, sp…
cs.CL2023
Syntax-Informed Interactive Model for Comprehensive Aspect-Based Sentiment Analysis
Ullman Galen, Frey Lee, Woods Ali
Aspect-based sentiment analysis (ABSA), a nuanced task in text analysis, seeks to discern sentiment orientation linked to specific aspect terms in text. Traditional approaches ofte…
cs.CL2023
Syntactic Fusion: Enhancing Aspect-Level Sentiment Analysis Through Multi-Tree Graph Integration
Jane Sunny, Tom Padraig, Roggie Terry +1
Recent progress in aspect-level sentiment classification has been propelled by the incorporation of graph neural networks (GNNs) leveraging syntactic structures, particularly depen…