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researcher

C. Watkins

2 papers hereh-index 358 citations6 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1
same name
  • C. Watkins — 43 papers, h 8
  • C. Watkins — 13 papers, h 3
  • C. Watkins — 4 papers, h 5
  • C. Watkins — 1 paper, h 1
  • C. Watkins — 1 paper, h 7
  • C. Watkins — 1 paper, h 5

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

most citedImproving Expert Specialization in Mixture of Experts

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2023

Shades of meaning: Uncovering the geometry of ambiguous word representations through contextualised language models

Benedetta Cevoli, Chris Watkins, Yang Gao +1

Lexical ambiguity presents a profound and enduring challenge to the language sciences. Researchers for decades have grappled with the problem of how language users learn, represent…

cs.LG2023★ 3 cited

Improving Expert Specialization in Mixture of Experts

Yamuna Krishnamurthy, Chris Watkins, Thomas Gaertner

Mixture of experts (MoE), introduced over 20 years ago, is the simplest gated modular neural network architecture. There is renewed interest in MoE because the conditional computat…

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