23 citations · 26 across the 3 of their papers we have counts for
3 papers
cs.CL2024
Using Instruction-Tuned Large Language Models to Identify Indicators of Vulnerability in Police Incident Narratives
Sam Relins, Daniel Birks, Charlie Lloyd
Objectives: Compare qualitative coding of instruction tuned large language models (IT-LLMs) against human coders in classifying the presence or absence of vulnerability in routinel…
cs.MA2022★ 23 cited
Agent-Based Modelling for Urban Analytics: State of the Art and Challenges
Nick Malleson, Mark Birkin, Daniel Birks +5
Agent-based modelling (ABM) is a facet of wider Multi-Agent Systems (MAS) research that explores the collective behaviour of individual `agents', and the implications that their be…
cs.MA2022★ 3 cited
Learning Complex Spatial Behaviours in ABM: An Experimental Observational Study
Sedar Olmez, Dan Birks, Alison Heppenstall
Capturing and simulating intelligent adaptive behaviours within spatially explicit individual-based models remains an ongoing challenge for researchers. While an ever-increasing ab…