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Shangmin Guo

14 papers hereh-index 12370 citations20 works total

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

author position
  • sole author1
  • first author5
  • middle author8

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.CL6
  • cs.LG4
  • cs.CV1
  • cs.GT1
  • cs.MA1
  • stat.ML1
same name
  • Shangmin Guo — 2 papers, h 3
  • Shangmin Guo — 2 papers, h 2

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
20192024
most citedCompositional Languages Emerge in a Neural Iterated Learning Model

34 citations · 72 across the 14 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.CL2019★ 3 cited

Emergence of Numeric Concepts in Multi-Agent Autonomous Communication

Shangmin Guo

With the rapid development of deep learning, most of current state-of-the-art techniques in natural langauge processing are based on deep learning models trained with argescaled st…

cs.CL2019★ 17 cited

The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents

Shangmin Guo, Yi Ren, Serhii Havrylov +3

Since first introduced, computer simulation has been an increasingly important tool in evolutionary linguistics. Recently, with the development of deep learning techniques, researc…

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