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researcher

Mathias Vast

7 papers hereh-index 26 citations7 works total

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

author position
  • first author3
  • middle author3

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.IR7

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedWhich Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders

2 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.IR2025

Understanding Matching Mechanisms in Cross-Encoders

Mathias Vast, Basile Van Cooten, Laure Soulier +1

Neural IR architectures, particularly cross-encoders, are highly effective models whose internal mechanisms are mostly unknown. Most works trying to explain their behavior focused…

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