3 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.CL2024★ 3 cited
Socially Responsible Data for Large Multilingual Language Models
Andrew Smart, Ben Hutchinson, Lameck Mbangula Amugongo +12
Large Language Models (LLMs) have rapidly increased in size and apparent capabilities in the last three years, but their training data is largely English text. There is growing int…
cs.CL2021★ 1 cited
Trees in transformers: a theoretical analysis of the Transformer's ability to represent trees
Qi He, João Sedoc, Jordan Rodu
Transformer networks are the de facto standard architecture in natural language processing. To date, there are no theoretical analyses of the Transformer's ability to capture tree…
cs.CL2021★ 1 cited
Degendering Resumes for Fair Algorithmic Resume Screening
Prasanna Parasurama, João Sedoc
We investigate whether it is feasible to remove gendered information from resumes to mitigate potential bias in algorithmic resume screening. Using a corpus of 709k resumes from IT…