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P. Monnin

18 papers hereh-index 161.8k citations66 works total

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

author position
  • first author4
  • middle author8
  • last author6

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.AI9
  • cs.LG6
  • cs.CL2
  • cs.DB1
same name
  • P. Monnin — 1 paper, h 21

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
20202026
most citedKnowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities

9 citations · 34 across the 18 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

2 papers · 2 filters

cs.LG2023★ 1 cited

Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction

Nicolas Hubert, Pierre Monnin, Armelle Brun +1

Knowledge graph embedding models (KGEMs) are used for various tasks related to knowledge graphs (KGs), including link prediction. They are trained with loss functions that consider…

cs.LG2023★ 2 cited

Sem@K: Is my knowledge graph embedding model semantic-aware?

Nicolas Hubert, Pierre Monnin, Armelle Brun +1

Using knowledge graph embedding models (KGEMs) is a popular approach for predicting links in knowledge graphs (KGs). Traditionally, the performance of KGEMs for link prediction is…

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