Linguistically Aware Model Routing for Financial Sentiment Analysis

Spring 2026 CSCI 5541 NLP: Class Project - University of Minnesota

TrustTheTokens

Exploratory Data Analysis Figures

Label distribution Sentence length by label Feature means heatmap Hedge negation violins Syntactic complexity Financial term density Readability scores Feature correlation matrix Complexity score plots Word clouds