3 papers
cs.CL2026
Target-Language Generation in Multilingual Models: Activation Steering and Optimal Control
James A. Michaelov, Carmen Amo Alonso, Tyler A. Chang +1
Ensuring that multilingual language models generate coherent text in a specific target language is a major issue in multilingual language modeling. We develop an optimal control me…
cs.AI2026
GenCtrl -- A Formal Controllability Toolkit for Generative Models
Emily Cheng, Carmen Amo Alonso, Federico Danieli +4
As generative models become ubiquitous, there is a critical need for fine-grained control over the generation process. Yet, while controlled generation methods from prompting to fi…
cs.CL2024
LiSeCo: Linear Semantic Control for Language Generation
Emily Cheng, Carmen Amo Alonso
The prevalence of Large Language Models (LLMs) in critical applications highlights the need for controlled language generation methods that are both computationally efficient and e…