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Sinead Williamson

4 papers hereh-index 114 citations4 works total

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

author position
  • middle author2
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • stat.ML1
same name
  • Sinead Williamson — 25 papers, h 15
  • Sinead Williamson — 6 papers, h 4
  • Sinead Williamson — 5 papers, h 2
  • Sinead Williamson — 4 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedPosterior Uncertainty Quantification in Neural Networks using Data Augmentation

2 citations · 2 across the 4 of their papers we have counts for

collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2026

Annotations Mitigate Post-Training Mode Collapse

Jacob Mitchell Springer, Madhu Advani, Lukas Aichberger +7

Post-training (via supervised fine-tuning) improves instruction-following, but often induces semantic mode collapse by biasing models toward low-entropy fine-tuning data at the exp…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.