50 citations · 50 across the 4 of their papers we have counts for
4 papers
Think Twice Before You Write -- an Entropy-based Decoding Strategy to Enhance LLM Reasoning
Jiashu He, Meizhu Liu, Olaitan P Olaleye +9
Decoding strategies play a central role in shaping the reasoning ability of large language models (LLMs). Traditional methods such as greedy decoding and beam search often suffer f…
MACEst: The reliable and trustworthy Model Agnostic Confidence Estimator
Rhys Green, Matthew Rowe, Alberto Polleri
Reliable Confidence Estimates are hugely important for any machine learning model to be truly useful. In this paper, we argue that any confidence estimates based upon standard mach…
Tracking the Diffusion of Named Entities
Leon Derczynski, Matthew Rowe
Existing studies of how information diffuses across social networks have thus far concentrated on analysing and recovering the spread of deterministic innovations such as URLs, has…
Daleel: Simplifying Cloud Instance Selection Using Machine Learning
Faiza Samreen, Yehia Elkhatib, Matthew Rowe +1
Decision making in cloud environments is quite challenging due to the diversity in service offerings and pricing models, especially considering that the cloud market is an incredib…