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Edward Collins

3 papers hereh-index 3150 citations4 works total

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

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL3

identity via Semantic Scholar / OpenAlex

activity
20172019
collaborators
Showing 2018Show all

1 paper · 1 filter

cs.CL2018

Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks

Edward Collins, Nikolai Rozanov, Bingbing Zhang

Classification tasks are usually analysed and improved through new model architectures or hyperparameter optimisation but the underlying properties of datasets are discovered on an…

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