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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 2023Show all

2 papers · 1 filter

cs.CL2023★ 1 cited

Implicit Chain of Thought Reasoning via Knowledge Distillation

Yuntian Deng, Kiran Prasad, Roland Fernandez +3

To augment language models with the ability to reason, researchers usually prompt or finetune them to produce chain of thought reasoning steps before producing the final answer. Ho…

cs.CL2023★ 1 cited

Differentiable Tree Operations Promote Compositional Generalization

Paul Soulos, Edward Hu, Kate McCurdy +4

In the context of structure-to-structure transformation tasks, learning sequences of discrete symbolic operations poses significant challenges due to their non-differentiability. T…

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