4 papers
Beyond Training for Cultural Awareness: The Role of Dataset Linguistic Structure in Large Language Models
Reem I. Masoud, Chen Feng, Shunta Asano +3
The global deployment of large language models (LLMs) has raised concerns about cultural misalignment, yet the linguistic properties of fine-tuning datasets used for cultural adapt…
An Impulse Control Approach to Market Making in a Hawkes LOB Market
Konark Jain, Nick Firoozye, Jonathan Kochems +1
We study the optimal Market Making problem in a Limit Order Book (LOB) market simulated using a high-fidelity, mutually exciting Hawkes process. Departing from traditional Brownian…
Cultural Alignment in Large Language Models Using Soft Prompt Tuning
Reem I. Masoud, Martin Ferianc, Philip Treleaven +1
Large Language Model (LLM) alignment conventionally relies on supervised fine-tuning or reinforcement learning based alignment frameworks. These methods typically require labeled o…
The Algorithmic State Architecture (ASA): An Integrated Framework for AI-Enabled Government
Zeynep Engin, Jon Crowcroft, David Hand +1
As artificial intelligence transforms public sector operations, governments struggle to integrate technological innovations into coherent systems for effective service delivery. Th…