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researcher

Siyuan Guo

12 papers hereh-index 7210 citations21 works total

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

author position
  • first author4
  • middle author6
  • last author2

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

fields
  • cs.LG5
  • cs.AI2
  • cs.CL2
  • math.CA1
  • stat.ME1
  • stat.ML1
same name
  • Siyuan Guo — 10 papers, h 9
  • Siyuan Guo — 7 papers, h 3
  • Siyuan Guo — 3 papers
  • Siyuan Guo — 3 papers, h 3
  • Siyuan Guo — 2 papers, h 2
  • Siyuan Guo — 1 paper, h 0

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
20242026
most citedMetacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

5 citations · 5 across the 8 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2024

Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs

Siyuan Guo, Aniket Didolkar, Nan Rosemary Ke +3

We are beginning to see progress in language model assisted scientific discovery. Motivated by the use of LLMs as a general scientific assistant, this paper assesses the domain kno…

cs.AI2024★ 5 cited

Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

Aniket Didolkar, Anirudh Goyal, Nan Rosemary Ke +7

Metacognitive knowledge refers to humans' intuitive knowledge of their own thinking and reasoning processes. Today's best LLMs clearly possess some reasoning processes. The paper g…

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