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Colin Raffel

65 papers hereh-index 5974.7k citations105 works total

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

author position
  • first author4
  • middle author28
  • last author28

Across the 60 of 65 papers where every author was matched, so the position is known.

fields
  • cs.LG34
  • cs.CL21
  • stat.ML3
  • cs.AI2
  • cs.CR2
  • cs.SC1
same name
  • Colin Raffel — 30 papers, h 19
  • Colin Raffel — 1 paper

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
20152023
most citedExploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

3.7k citations · 12.4k across the 59 of their papers we have counts for

collaborators
Showing 2015Show all

2 papers · 1 filter

cs.LG2015★ 272 cited

Feed-Forward Networks with Attention Can Solve Some Long-Term Memory Problems

Colin Raffel, Daniel P. W. Ellis

We propose a simplified model of attention which is applicable to feed-forward neural networks and demonstrate that the resulting model can solve the synthetic "addition" and "mult…

cs.AI2015★ 5 cited

Poker-CNN: A Pattern Learning Strategy for Making Draws and Bets in Poker Games

Nikolai Yakovenko, Liangliang Cao, Colin Raffel +1

Poker is a family of card games that includes many variations. We hypothesize that most poker games can be solved as a pattern matching problem, and propose creating a strong poker…

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