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Gillian Dobbie

7 papers hereh-index 447 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.AI1
  • cs.CY1
  • cs.LG1
  • cs.MA1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedTackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies

5 citations · 8 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.MA2023

Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks

Gaël Gendron, Yang Chen, Mitchell Rogers +11

Better understanding the natural world is a crucial task with a wide range of applications. In environments with close proximity between humans and animals, such as zoos, it is ess…

cs.CY2023★ 5 cited

Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies

Vithya Yogarajan, Gillian Dobbie, Te Taka Keegan +1

The benefits and capabilities of pre-trained language models (LLMs) in current and future innovations are vital to any society. However, introducing and using LLMs comes with biase…

cs.CL2023★ 1 cited

Challenges in Annotating Datasets to Quantify Bias in Under-represented Society

Vithya Yogarajan, Gillian Dobbie, Timothy Pistotti +2

Recent advances in artificial intelligence, including the development of highly sophisticated large language models (LLM), have proven beneficial in many real-world applications. H…

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