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cs.CL2025
Artificially Fluent: Swahili AI Performance Benchmarks Between English-Trained and Natively-Trained Datasets
Sophie Jaffer, Simeon Sayer
As large language models (LLMs) expand multilingual capabilities, questions remain about the equity of their performance across languages. While many communities stand to benefit f…
cs.LG2025
News Sentiment as a Predictor for American Domestic Migration
Benjamin Lane, Simeon Sayer
This paper goes into depth on the effect that US News Sentiment from national newspapers has on US interstate migration trends. Through harnessing data from the New York Times betw…
cs.LG2025
Exploring Equality: An Investigation into Custom Loss Functions for Fairness Definitions
Gordon Lee, Simeon Sayer
This paper explores the complex tradeoffs between various fairness metrics such as equalized odds, disparate impact, and equal opportunity and predictive accuracy within COMPAS by…