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researcher

Roland Fernandez

13 papers hereh-index 8397 citations16 works total

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

author position
  • first author1
  • middle author10
  • last author1

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.AI4
  • cs.CL4
  • cs.LG4
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedCompositional Processing Emerges in Neural Networks Solving Math Problems

21 citations · 28 across the 10 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CL2022

Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages

Paul Soulos, Sudha Rao, Caitlin Smith +9

Machine translation has seen rapid progress with the advent of Transformer-based models. These models have no explicit linguistic structure built into them, yet they may still impl…

cs.AI2022★ 4 cited

Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems

Paul Smolensky, R. Thomas McCoy, Roland Fernandez +2

What explains the dramatic progress from 20th-century to 21st-century AI, and how can the remaining limitations of current AI be overcome? The widely accepted narrative attributes…

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