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researcher

Isaac Roberts

5 papers hereh-index 12 citations9 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CV1
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing cs.IRShow all

1 paper · 1 filter

cs.IR2026

ExpertLens: Visualizing Embedding Spaces for Post-Hoc Explainability in MoE Enhanced Retrievers

Effrosyni Sokli, Isaac Roberts, Alexander Schulz +2

Neural models, including dense retrievers, have been widely adopted in Information Retrieval (IR), often delivering state-of-the-art performance. Despite their effectiveness, these…

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