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S. Narayanan

1 paper hereh-index 2326 citations4 works total

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

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • stat.ML1
same name
  • S. Narayanan — 31 papers
  • S. Narayanan — 12 papers
  • S. Narayanan — 10 papers, h 13
  • S. Narayanan — 10 papers, h 7
  • S. Narayanan — 7 papers
  • S. Narayanan — 4 papers, h 31

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

most citedOn Limitations of the Transformer Architecture

8 citations · 8 across the 1 of their papers we have counts for

collaborators

1 paper

stat.ML2024★ 8 cited

On Limitations of the Transformer Architecture

Binghui Peng, Srini Narayanan, Christos Papadimitriou

What are the root causes of hallucinations in large language models (LLMs)? We use Communication Complexity to prove that the Transformer layer is incapable of composing functions…

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