2 papers
cs.CL2026
Characterising Toxicity in Generative Large Language Models
Zhiyao Zhang, Yazan Mash'Al, Yuhan Wu
In recent years, the advent of the attention mechanism has significantly advanced the field of natural language processing (NLP), revolutionizing text processing and text generatio…
stat.ML2025
The Interplay of Statistics and Noisy Optimization: Learning Linear Predictors with Random Data Weights
Gabriel Clara, Yazan Mash'al
We analyze gradient descent with randomly weighted data points in a linear regression model, under a generic weighting distribution. This includes various forms of stochastic gradi…